| 2022 | "Constructing Machine Learning models for Orthodontic Treatment Planning: a comparison of different methods". Hamid Shojaei, Vincent Augusto |
| 2022 | "Siri, how long should this offender stay in prison?" Considerations about the use of algorithms for judgments in criminal proceedings. Anna-Katharina Dhungel |
| 2022 | 3D-STGPCN: 3D Spatio-Temporal Graph Point-wise Convolutional Network for Traffic Forecasting. Manh-Phu Nguyen, Minh-Son Dao, Thanh-Binh Nguyen |
| 2022 | A 2-Stage Model for Vehicle Class and Orientation Detection with Photo-Realistic Image Generation. Youngmin Kim, Donghwa Kang, Hyeongboo Baek |
| 2022 | A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings. Perin Ünal, Özlem Albayrak, Meerim Kubatova, Bilgin Umut Deveci, Ege Çirakman, Ç. Ipek Koçal, A. Murat Özbayoglu |
| 2022 | A Blueprint for Collaborative Cybersecurity Operations Centres with Capacity for Shared Situational Awareness, Coordinated Response, and Joint Preparedness. Konstantinos Fysarakis, Vasileios Mavroeidis, Manos Athanatos, George Spanoudakis, Sotiris Ioannidis |
| 2022 | A Business Workflow Architecture for Predictive Maintenance using Real-Time Anomaly Prediction On Streaming IoT Data. Emrullah Gultekin, Mehmet S. Aktas |
| 2022 | A Business Workflow For Providing Open-Domain Question Answering Reader Systems on The Wikipedia Dataset. Dilan Bakir, Mehmet S. Aktas |
| 2022 | A Context-Aware Method for Indexing Large-Scale SpatioTemporal Data. Ruijie Tian, Weishi Zhang, Fei Wang, Junting Xiong |
| 2022 | A Convergence Theory for Federated Average: Beyond Smoothness. Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang |
| 2022 | A Crowd Source System for YouTube Big Data Analytics: Unpacking Values from Data Sprawl. Jagan Mohan Reddy, Abhishek Attuluri, Abhinay Kolli, Nazmus Sakib, Hossain Shahriar, Alfredo Cuzzocrea |
| 2022 | A Crypto-Assisted Approach for Publishing Graph Statistics with Node Local Differential Privacy. Shang Liu, Yang Cao, Takao Murakami, Masatoshi Yoshikawa |
| 2022 | A Data Integration Approach to Estimating Personal Exposures to Air Pollution. Matthew L. Thomas, Gavin Shaddick, David Topping, Karyn Morrissey, Thomas J. Brannan, Mike Diessner, Ruth C. E. Bowyer, Stefan Siegert, Hugh Coe, James Evans, Fernando Benitez-Paez, James V. Zidek |
| 2022 | A Data-Driven Approach to Reparative Description at the University of Chicago. Ashley Gosselar |
| 2022 | A Data-driven Latent Semantic Analysis for Automatic Text Summarization using LDA Topic Modelling. Daniel F. O. Onah, Elaine L. L. Pang, Mahmoud El-Haj |
| 2022 | A Deep Learning-based Prefetching Approach to Enable Scalability for Data-intensive Applications. Tolga Büyüktanir, Mehmet S. Aktas |
| 2022 | A Fast On-Line ϵ-Approximation Algorithm for Mining Strongly Closed Itemsets. Koji Iwanuma, Ryo Hinata |
| 2022 | A Fire Prevention By Abnormal Heat Generation Detection Using LSTM. GeeHoon Lee, Im Young Jung |
| 2022 | A Framework for the Design, Development, Testing and Deployment of Reliable Big Data Platforms. Carolyn McGregor, Catherine Inibhunu |
| 2022 | A GNN-based Approach for Detecting Network Anomalies from Small Traffic Samples. Aviv Yehezkel, Eyal Elyashiv |
| 2022 | A Generalized Multimodal Deep Learning Model for Early Crop Yield Prediction. Arshveer Kaur, Poonam Goyal, Kartik Sharma, Lakshay Sharma, Navneet Goyal |
| 2022 | A Genetic Algorithm For Boolean Semiring Matrix Factorization With Applications To Graph Mining. Georgios Drakopoulos, Phivos Mylonas |
| 2022 | A Geomagnetic Sensor Dataset for Traffic Flow Prediction. Huanchen Wang, Quanjun Chen, Zheng Dong, Xuan Song, Hao Tian, Donglong Yang, Manxia Liu |
| 2022 | A Graph-based Analysis Approach to Cluster Lifetime Dynamics. Ivens Portugal, Paulo Alencar, Donald D. Cowan |
| 2022 | A Hybird Method with Gravity Model and Nearest-Neighbor Search for Trip Destination Prediction in New Metropolitan Areas. Man-Ho Li, Bo-Yu Chen, Cheng-Te Li |
| 2022 | A Hybrid Approach to Similar Stock Recommender with Taxonomy and Behavior Data. Yizhi Mao, Miao Chen, Bill Dorn, Yan He |
| 2022 | A Hybrid Ensemble Deep Learning Approach for Emotion Classification. Christos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Markos Avlonitis, Spyros Sioutas |
| 2022 | A Hybrid Model Based on NeuralProphet and Long Short-Term Memory for Time Series Forecasting. Zhaofeng Yu, Kun Niu, Xiao Chen, Zhijun Guo, Dongsheng Li |
| 2022 | A Hybrid Score to Optimize Clustering Hyperparameters for Online Search Term Data. Ariana Martino, Allison Rossetto |
| 2022 | A Labeling Task Design for Supporting Recent Algorithmic Needs. Jaeyoun You, Daemin Park, Joo-yeong Song, Bongwon Suh |
| 2022 | A Model of Pricing Data and Their Constituent Variables Traded in Two-Sided Markets with Resale: A Subject Experiment. Toshihiko Nanba, Kazuhito Ogawa, Naoki Watanabe, Teruaki Hayashi, Hiroki Sakaji |
| 2022 | A Multi-objective Residual TrajGRU Model for Wind Field Forecasting. Wei Zhang, Yueyue Jiang, Xiaojiang Song, Boyu Guoan, Renbo Pang |
| 2022 | A New IoT Storage System Based on Raw NVM. Tao Cai, Yueming Ma, Dejiao Niu, Pengfei Gao, Tianle Lei, Jianfei Dai |
| 2022 | A Novel Estimate Fitness Method by Measuring A large number of Sub-event Logs Conformance. Mimi Wang, Xudong He, Peihai Zhao |
| 2022 | A Novel GPU-Accelerated Algorithm to Discover Periodic-Frequent Patterns in Temporal Databases. Sreepada Tarun, Rage Uday Kiran, Yutaka Watanobe, Kazuo Goda |
| 2022 | A Novel Machine Learning Based Framework for Bridge Condition Analysis. Mohammad Masum, Nafisa Anjum, Md. Jobair Hossain Faruk, Hossain Shahriar, Nazmus Sakib, Maria Valero, Mohammed Karim, Akond Rahman, Fan Wu, Alfredo Cuzzocrea |
| 2022 | A Novel Rigorous Measurement Model for Big Data Quality Characteristics. Haochen Zou, Kun Xiang |
| 2022 | A Novel Video Copy Sub-sequence Detection and Location Method. Yuxiang Xie, Jie Yan, Xidao Luan, Lili Zhang, Yancheng Zhao, Yingmei Wei |
| 2022 | A Parallel Framework for Streaming Graphs Computing. Ting Jiang, Ting Yu, Zexian Hong, Zujie Ren, Ji Zhang |
| 2022 | A Personalized Federated Learning Framework Using Side Information for Heterogeneous Data Classification. Yupei Zhang, Shuangshuang Wei, Yifei Wang, Yunan Xu, Yuxin Li, Xuequn Shang |
| 2022 | A Proposed Personal Data Sovereignty Inter-Organizational Governance Framework for Public Health Research. Pedro Augusto Da S. E. S. Miranda, Plinio P. Morita |
| 2022 | A Real-time, Scalable Monitoring and User Analytics Solution for Microservices-based Software Applications. Cathy H. Zhang, M. Omair Shafiq |
| 2022 | A Resident Recognition Using Real and Thermal Image Pairs. Abdulkabir Abdulraheem, Im Young Jung |
| 2022 | A SHAP-based Active Learning Approach for Creating High-Quality Training Data. Nailcan Kara, Yagiz Levent Gume, Umit Tigrak, Gokce Ezeroglu, Serdar Mola, Omer Burak Akgun, Arzucan Özgür |
| 2022 | A Scalable, Geospatial Segmentation Method for Visiting Trend Analysis. Jain Sumit, Kazune Furudo, Yuiko Kumagai, Satoshi Kamatani |
| 2022 | A Semi-Supervised Learning Approach for Abnormal Event Prediction on Large Network Operation Time-Series Data. Yijun Lin, Yao-Yi Chiang |
| 2022 | A Semisupervised Approach to Predicting a Twitch Streamer's Growth based on the Game Streamed. Andrew Dybka, Dominic Kocjan, Samuel A. Ajila |
| 2022 | A Short Survey on the User Cold Start Problem in Recommender Systems: Metadata and Meta-Learning Methods. Hao Jiang, Jingying Zhou, Allan Stewart, Haixun Wang |
| 2022 | A Simple Approach to Optimize S3 Object Gateways for Massive Numbers of Small File Writes. Patrick Cato |
| 2022 | A Statistical Correlation Analysis of Big Data in Machining. Ning Fang, P. Srinivasa Pai |
| 2022 | A Stochastic Geo-spatiotemporal Bipartite Network to Optimize GCOOS Sensor Placement Strategies. Ted Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi |
| 2022 | A Study On Security and Privacy Risks of Self-Disclosure On Social Networking Sites During COVID-19 Pandemic. Oluwabunmi Ariyo, Jianjun Zheng |
| 2022 | A Stylized Presence Detection System in the Era of Blockchain and Big Data. Anastasios Alexandridis, Ghassan Al-Sumaidaee, Rami Alkhudary, Zeljko Zilic |
| 2022 | A Subject Experiment of an Approximate DGS Algorithm: Price Increment, Allocative Efficiency, and Seller's Revenue. Yoichi Izunaga, Satoshi Takahashi, Naoki Watanabe |
| 2022 | A Survey of Explainable Graph Neural Networks for Cyber Malware Analysis. Dana Warmsley, Alex Waagen, Jiejun Xu, Zhining Liu, Hanghang Tong |
| 2022 | A TABOO-NOT in OPEN World Assumption for A Natural Language based Logic Programming. Keisuke Nakamura, Tatsuyoshi Ando |
| 2022 | A Technical Assessment of Blockchain in Healthcare with a Focus on Big Data. Ghassan Al-Sumaidaee, Anastasios Alexandridis, Rami Alkhudary, Zeljko Zilic |
| 2022 | A Unified Framework to Assess Market Implications of Institutional Investments. Taruna Seth, Cristian Tiu, Vipin Chaudhary |
| 2022 | A Unified Model for Bid Landscape Forecasting in the Mixed Auction Types of Real-Time Bidding. Seonguk Seo, Jihye Ha, Jieun Shin, Sunah Kim, Taeho Hwang |
| 2022 | A User and Entity Behavior Analytics Log Data Set for Anomaly Detection in Cloud Computing. Max Landauer, Florian Skopik, Georg Höld, Markus Wurzenberger |
| 2022 | A Visualized Malware Detection Framework with CNN and Conditional GAN. Fang Wang, Hussam M. N. Al Hamadi, Ernesto Damiani |
| 2022 | A method of cleaning data from IoT devices in Big data systems. Janusz Bobulski, Mariusz Kubanek |
| 2022 | A monitoring framework for deployed machine learning models with supply chain examples. Bradley Eck, Duygu Kabakci-Zorlu, Yan Chen, France Savard, Xiaowei Bao |
| 2022 | A novel self-adaptive method for improving patient monitoring with composite early-warning scores. Antonio Iyda Paganelli, Pedro Elkind Velmovitsky, Adriano Branco, Markus Endler, Plinio Pelegrini Morita, Paulo Alencar, Donald D. Cowan |
| 2022 | A practical facility location optimization with uncertain variables in emergency road services. Shogo Takedomi, Tsukasa Ishigaki |
| 2022 | A systematic literature review on machine learning for electricity market agent-based models. Alexander J. M. Kell, A. Stephen McGough, Matthew Forshaw |
| 2022 | A tool for assisting in the forensic investigation of cyber-security incidents. Konstantinos Touloumis, Ariadni Michalitsi-Psarrou, Anna Georgiadou, Dimitris Askounis |
| 2022 | ABM: Attention-based Message Passing Network for Knowledge Graph Completion. Weikai Xu, Lihui Liu, Hanghang Tong |
| 2022 | ACL-Net: Adaptive and Collaborative Learning Network for Multi-Site Prostate MRI Segmentation. Zibo Ma, Bo Zhang, Zheng Zhang, Wendong Wang, Yue Mi, Haiwen Huang, Jingyun Wu |
| 2022 | ADIU:An Antiquarian Document Image Unwarping Dataset. Shenlu Liu, Kangliang Liu |
| 2022 | AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction. Zhongfen Deng, Wei-Te Chen, Lei Chen, Philip S. Yu |
| 2022 | AER: Auto-Encoder with Regression for Time Series Anomaly Detection. Lawrence Wong, Dongyu Liu, Laure Berti-Équille, Sarah Alnegheimish, Kalyan Veeramachaneni |
| 2022 | AI Approaches for Electricity Price Forecasting in Stable/Unstable Markets: EU Improvement Project. Florian Chauvet, Ladjel Bellatreche, Carlos Augusto Santos Silva |
| 2022 | AI and archive. Handwritten Text Recognition Applied to Patrimonial Holdings: An Example of 10 diaries written by Spanish Republican Teachers in 1932. Pepita Raventós Pajares, Celio Hernández-Tornero, Meritxell Simon Martin |
| 2022 | AI applications in forest monitoring need remote sensing benchmark datasets. Emily R. Lines, Matt Allen, Carlos Cabo, Kim Calders, Amandine Debus, Stuart W. D. Grieve, Milto Miltiadou, Adam Noach, Harry J. F. Owen, Stefano Puliti |
| 2022 | AIOps Essential to Unified Resiliency Management in Data Lakehouses. Runyu Jin, Paul Muench, Veera Deenadhayalan, Brian Hatfield |
| 2022 | ALBUS: a machine learning algorithm for gravitational wave burst searches. Vincent Boudart, Maxime Fays |
| 2022 | APIP: Attention-based Protein Representation Learning for Protein-Ligand Interface Prediction. Tian Xia, Bo Hui, Wei-Shinn Ku |
| 2022 | ASDCLAIMS: Twitter Dataset of Claims on Autism Spectrum Disorder. Michelle YoungJin Kim, Junghwan Kim, Bryan Woosung Kim, Kristen Marie Johnson, Jee-In Kim |
| 2022 | ASRC:A Knowledge Graph Relation Construction Model based on Active Learning and Semantic Recognition. Lizhuang Sun, Wenhui Hu, Kehui Xu, Yuhang Chen, Qidong Sun, Jiaxi Wang |
| 2022 | Abusive Language Detection with Graph based Multi-task Learning. Chunyun Zhang, Xi Zhang, Quan Wang, Jiayi Liang, Ge Zhang, Sanchuan Guo, Wenyu Zang, Yongdong Zhang |
| 2022 | Academic Graph: A Literature Review System. Mustafa Çataltas, Semih Yumusak, Kasim Öztoprak |
| 2022 | Accelerating concept-dependent granulation technique using data decomposition. Radoslaw Cybulski, Piotr Artiemjew |
| 2022 | Accurate PARAFAC2 Decomposition for Temporal Irregular Tensors with Missing Values. Jun-Gi Jang, Jeongyoung Lee, Jiwon Park, U Kang |
| 2022 | Accurate Stock Movement Prediction with Self-supervised Learning from Sparse Noisy Tweets. Yejun Soun, Jaemin Yoo, Minyong Cho, Jihyeong Jeon, U Kang |
| 2022 | Adaptive Aggregation For Federated Learning. K. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell |
| 2022 | Adaptive Attacks and Targeted Fingerprinting of Relational Data. Tanja Sarcevic, Rudolf Mayer, Andreas Rauber |
| 2022 | Adaptive Content Forwarding Mechanism for Platoon based Vehicular Named Data Networks. Anu Kaushik, Deepanshu Garg, Anushka Nehra, Rasmeet S. Bali, Mohamed Baza, Gautam Srivastava |
| 2022 | Adaptive Generation of Training Data for ML Reduced Model Creation. Mark R. Cianciosa, Richard Archibald, Wael R. Elwasif, Ana Gainaru, Jin Myung Park, Ross Whitfield |
| 2022 | Adaptive Knowledge Transfer on Evolving Domains. Jun Wu, Hanghang Tong, Elizabeth A. Ainsworth, Jingrui He |
| 2022 | Adaptive Method for Machine Learning Model Selection in Data Science Projects. Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan |
| 2022 | Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations. Lianke Qin, Aravind Reddy, Zhao Song, Zhaozhuo Xu, Danyang Zhuo |
| 2022 | AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical Inputs. Helene Orsini, Hongyan Bao, Yujun Zhou, Xiangrui Xu, Yufei Han, Longyang Yi, Wei Wang, Xin Gao, Xiangliang Zhang |
| 2022 | Age of Information Optimization by Deep Reinforcement Learning for Random Access in Machine Type Communication. Minseok Jeong, Giup Seo, Euiseok Hwang |
| 2022 | Aggregate Learning for Mixed Frequency Data. Takamichi Toda, Daisuke Moriwaki, Kazuhiro Ota |
| 2022 | Aggregation Delayed Federated Learning. Ye Xue, Diego Klabjan, Yuan Luo |
| 2022 | Air Pollution Surveillance System: A Big Data Approach to Monitoring Adverse Health Outcomes for Public Health Interventions. Shahan Salim, Irfhana Zakir Hussain, Jasleen Kaur, Plinio P. Morita |
| 2022 | Alternatives to Classic BM25-IDF based on a New Information Theoretical Framework. Weimao Ke |
| 2022 | An AI-based System to Assist Human Fact-Checkers for Labeling Cantonese Fake News on Social Media. Zi Hen Lin, Ziwei Wang, Minzhu Zhao, Yunya Song, Liang Lan |
| 2022 | An Application of Localized Model Explainability: Identifying Key Disparities in Social Determinants of Health in Food Deserts. Md. Shafiul Alam, Namazbai Ishmakhametov, Ying Xie, Sumit Chakravarty |
| 2022 | An Application of Object Detection in Contract Analysis. Josh Levy, Fusheng Wei, Jingchao Yang, Adam Dabrowski |
| 2022 | An Approximation Method for Querying Similar Large Graphs. Zhou Huang, Feng Zhou |
| 2022 | An AutoEncoder-based Numerical Training Data Augmentation Technique. Jueun Jeong, Hanseok Jeong, Han-joon Kim |
| 2022 | An Automatic Sleep Arousal Detection Method by Enhancing U-Net with Spatial-channel Attention. Yen-Ning Su, Chih-En Kuo |
| 2022 | An Automatically Inferable Format for Creating Big Data of Morals, Ethics and ORDER OF VALUES Written Almost in Natural Language. Keisuke Nakamura, Tatsuyoshi Ando |
| 2022 | An Autonomous Maximum Speed Control Considering Boarding Weight For Safe E-scooter Driving. Junwoo Ha, Im Young Jung |
| 2022 | An Effect Analysis of ISO/IEC 27001 Certification on Technical Security of Norwegian Grid Operators. Øyvind Anders Arntzen Toftegaard |
| 2022 | An Efficient Approach for Anonymising the Structure of Heterogeneous Graphs. Guillermo Alamán Requena, Rudolf Mayer, Andreas Ekelhart |
| 2022 | An Efficient Data Analysis For Edge-Enabled Distributed Environments using Tractable Probabilistic Models. Kihyuk Nam, Taewhi Lee, Sung-Soo Kim, Choon Seo Park, Taek Yong Nam, Insik Shin |
| 2022 | An Efficient In-Memory Analytics System Based on Persistent Memory. Chen Tang, Can Wang, Mingchen Lu, Peiquan Jin |
| 2022 | An Efficient and Secured Energy Management System for Automated Guided Vehicles. Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek |
| 2022 | An Embarrassingly Simple Rule-based Visiting Circulation Approach to Trip Destination Prediction. Eng-Shen Tu, Yong-Han Chen, En-Chao Liu, Hao-Yun Keng, Cheng-Te Li |
| 2022 | An Empirical Comparison of DistilBERT, Longformer and Logistic Regression for Predictive Coding. Fusheng Wei, Jingchao Yang, Qiang Mao, Han Qin, Adam Dabrowski |
| 2022 | An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations? Nicholas Josselyn, Biao Yin, Ziming Zhang, Elke A. Rundensteiner |
| 2022 | An Empirical Study on Characterizing Natural Disasters in Class Imbalanced Social Media Data using Weak Supervision. Ramya Tekumalla, Juan M. Banda |
| 2022 | An Ensemble Learning Approach with Multi-depth Attention Mechanism for Road Damage Detection. Shouxing Wang, Yao Tang, Xusi Liao, Jiang He, Haoliang Feng, Hongzan Jiao, Xin Su, Qiangqiang Yuan |
| 2022 | An Ensemble of One-Stage and Two-Stage Detectors Approach for Road Damage Detection. Wenchao Ding, Xu Zhao, Bingke Zhu, Yinglong Du, Guibo Zhu, Tao Yu, Lei Li, Jinqiao Wang |
| 2022 | An FPGA-based Accelerator for Regular Path Queries over Edge-labeled Graphs. Kento Miura, Ryohei Kobayashi, Toshiyuki Amagasa, Hiroyuki Kitagawa, Norihisa Fujita, Taisuke Boku |
| 2022 | An Improved Vulnerability Detection System of Smart Contracts Based on Symbolic Execution. Yao Yao, Hui Li, Xin Yang, Yiwang Le |
| 2022 | An Intelligent Class: The Development Of A Novel Context Capturing Method For The Functional Auto Classification Of Records. Nathaniel Payne |
| 2022 | An LSTM Encoder-Decoder Approach for Unsupervised Online Anomaly Detection in Machine Learning Packages for Streaming Data. Nabil Belacel, René Richard, Zhicheng Max Xu |
| 2022 | An Open Case-based Reasoning Framework for Personalized On-board Driving Assistance in Risk Scenarios. Wenbin Gan, Minh-Son Dao, Koji Zettsu |
| 2022 | An Open Dataset for Deep Learning-based Earthquake Detection using MEMS Sensors. Jangsoo Lee, Jae-Heon Sim, Jae-Kwang Ahn, Young-Woo Kwon |
| 2022 | An Organizational Framework of Institutional Stakeholder Engagement for Capacity to Support Big Data Science Teams Towards Cyberinfrastructure Diffusion. Kerk F. Kee, Alex Olshansky, Shan Xu |
| 2022 | An adaptive human-in-the-loop approach to emission detection of Additive Manufacturing processes and active learning with computer vision. Xiao Liu, Alan F. Smeaton, Alessandra Mileo |
| 2022 | An approach to constructing a graph data repository for course recommendation based on IT career goals in the context of big data. Thu Nguyen, Ngoc Vu, Binh Ly |
| 2022 | Analysing Longitudinal Social Science Questionnaires: Topic modelling with BERT-based Embeddings. Vida Sharifian-Attar, Suparna De, Sanaz Jabbari, Jenny Li, Harry Moss, Jon Johnson |
| 2022 | Analysis and Estimation of News Article Reading Time with Multimodal Machine Learning. Shotaro Ishihara, Yasufumi Nakama |
| 2022 | Analysis of Airfare during Pandemic: A Multi-Agent Based Modeling Approach. Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila |
| 2022 | Analysis of Correlation between Cold Weather Meteorological Variables and Electricity Outages. Melissa R. Allen-Dumas, Sangkeun Lee, Supriya Chinthavali |
| 2022 | Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector. Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam |
| 2022 | Analysis of route efficiency in city bus transportation vulnerable areas. Namsik Yoon, Innjun Choi, Sung Woo Kang |
| 2022 | Analysis of web-based geo-visualization methods applied for Automated Guided Vehicle using Satellite Navigation Systems. Jakub Szygula, Piotr Biernacki, Dariusz Marek, Adam Domanski, Lukasz Sobczak, Jaroslaw Flak, Dariusz Caban, Piotr Pawlas |
| 2022 | Analyzing a Data Science Online Practitioner Community: Trends and Implications for Data Science Project Management. Jasmina Tacheva, Sucheta Lahiri, Jeffrey S. Saltz |
| 2022 | Analyzing and Defending against Membership Inference Attacks in Natural Language Processing Classification. Yijue Wang, Nuo Xu, Shaoyi Huang, Kaleel Mahmood, Dan Guo, Caiwen Ding, Wujie Wen, Sanguthevar Rajasekaran |
| 2022 | Analyzing the Effects of Topics Underlying Companies' Financial Disclosures about Risk Factors on Prediction of ESG Risk Ratings: Emphasis on BERTopic. Min Gyeong Kim, Kyu Sung Kim, Kun Chang Lee |
| 2022 | Anomaly Detection for Public Transport and Air Pollution Analysis. Paolo Mignone, Donato Malerba, Michelangelo Ceci |
| 2022 | Anomaly Detection in Cybersecurity Events Through Graph Neural Network and Transformer Based Model: A Case Study with BETH Dataset. Bishal Lakha, Sara Lilly Mount, Edoardo Serra, Alfredo Cuzzocrea |
| 2022 | Anonymizing Periodical Releases of SRS Data by Fusing Differential Privacy. Yi-Yuang Wu, Zhi-Xun Shen, Wen-Yang Lin |
| 2022 | Anovos: A Scalable Feature Engineering Library. Anindya Datta, Sangaralingam Kajanan, Sinuo Chen, Dat Tran, Sourjya Sen, Ravish Ranjan |
| 2022 | Answer Comments As Reviews: Predicting Acceptance By Measuring Valence On Stack Exchange. William Ledbetter, John A. Springer |
| 2022 | AnyStreamKM: Anytime k-medoids Clustering for Streaming Data. Jagat Sesh Challa, Dhruv Rawat, Navneet Goyal, Poonam Goyal |
| 2022 | Appley: Approximate Shapley Value for Model Explainability in Linear Time. Md. Shafiul Alam, Ying Xie |
| 2022 | Application of Time Series Analysis Methods to Assess the impact of COVID-19 on Carbon Dioxide Emission Reduction in Connecticut. Katherine A. Kiernan, Hao Wu, Raymond Mugno, Yulei Pang |
| 2022 | Applications of Integrated Gradients in Credit Risk Modeling. Md. Shafiul Alam, Jonathan Boardman, Xiao Huang, Matthew Turner |
| 2022 | Applications of data analysis on scholarly long documents. Bipasha Banerjee, William A. Ingram, Jian Wu, Edward A. Fox |
| 2022 | Applying NLP Techniques to Classify Businesses by their International Standard Industrial Classification (ISIC) Code. Hannah Béchara, Ran Zhang, Shuzhou Yuan, Slava Jankin |
| 2022 | Approximation of the expectation-maximization algorithm for Gaussian mixture models on big data. Mateusz Przyborowski, Dominik Slezak |
| 2022 | Are Concept Drift Detectors Reliable Alarming Systems? - A Comparative Study. Lorena Poenaru-Olaru, Luis Cruz, Arie van Deursen, Jan S. Rellermeyer |
| 2022 | Artificial Intelligence Enabled Middleware for Distributed Cyberattacks Detection in IoT-based Smart Environments. Guru Prasad Bhandari, Andreas Lyth, Andrii Shalaginov, Tor-Morten Grønli |
| 2022 | Assessing Energy Consumption in Data Acquisition from Smart Wearable Sensors in IoT-Based Health Applications. Antonio Iyda Paganelli, André Sarmento, Adriano Branco, Markus Endler, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan |
| 2022 | Asymmetric Differential Privacy. Shun Takagi, Fumiyuki Kato, Yang Cao, Masatoshi Yoshikawa |
| 2022 | Asymmetric Self-Supervised Graph Neural Networks. Zhuo Tan, Bin Liu, Guosheng Yin |
| 2022 | AsyncFLEO: Asynchronous Federated Learning for LEO Satellite Constellations with High-Altitude Platforms. Mohamed Elmahallawy, Tie Luo |
| 2022 | Attention-Aware Multi-modal RNN for Deception Detection. Shun-Wen Hsiao, Cheng-Yuan Sun |
| 2022 | Attention-based Malware Detection of Android Applications. Irshad Khan, Young-Woo Kwon |
| 2022 | Authentic Learning of Machine Learning in Cybersecurity with Portable Hands-on Labware: Neural Network Algorithms for Network Denial of Service (DOS) Detection. Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Michael E. Whitman, Alfredo Cuzzocrea, Fan Wu, Victor Clincy |
| 2022 | Auto-Regressive Self-Attention Models for Diagnosis Prediction on Electronic Health Records. Pascal Wullschleger, Simone Lionetti, Donnacha Daly, Francesca Volpe, Grégoire Caro |
| 2022 | Automated Guided Vehicles Challenges for Artificial Intelligence. Rafal Cupek, Jerry Chun-Wei Lin, Jia-Hao Syu |
| 2022 | Automatic Eating Behavior Detection from Wrist Motion Sensor Using Bayesian, Gradient Boosting, and Topological Persistence Methods. Yu-Min Chung, Amir Nikooienejad, Bo Zhang |
| 2022 | Automating privacy compliance in the decentralized enterprise. Gero Dittmann, Chris Giblin, Michael Osborne, Rahul Rahul |
| 2022 | Autonomous Drug Design with Multi-Armed Bandits. Hampus Gummesson Svensson, Esben Jannik Bjerrum, Christian Tyrchan, Ola Engkvist, Morteza Haghir Chehreghani |
| 2022 | AuxPOS: Improving Grammatical Correctness with Big Data Based Text Summarization. Rui Zhang, Jianjun Yu, Yuanchun Zhou |
| 2022 | BIG: Big Data Intelligence Governance Framework. Mohamed Makhlouf |
| 2022 | BTE-Sim: Fast Simulation Environment For Public Transportation. Rishav Sen, Toan Tran, Seyedmehdi Khaleghian, Philip Pugliese, Mina Sartipi, Himanshu Neema, Abhishek Dubey |
| 2022 | Badminton stroke classification based on accelerometer data: from individual to generalized models. Daniel Peralta, Ben Van Herbruggen, Jaron Fontaine, Wout Debyser, Jorg Wieme, Eli De Poorter |
| 2022 | Bayesian Ensembled Knowledge Extraction Strategy for Online Portfolio Selection. Abhishek Kumar, Aviv Segev |
| 2022 | Bayesian Nonparametric Model Averaging Using Scalable Gaussian Process Representations. John W. Paisley, Sebastian Rowland, Jeremiah Zhe Liu, Brent A. Coull, Marianthi-Anna Kioumourtzoglou |
| 2022 | Benchmark of Data Preprocessing Methods for Imbalanced Classification. Radovan Haluska, Jan Brabec, Tomás Komárek |
| 2022 | Better Skill-based Job Representations, Assessed via Job Transition Data. Tyler Baldwin, Wyatt Clarke, Maysa M. Garcia de Macedo, Rogério de Paula, Subhro Das |
| 2022 | Big Data Exploitation in Cosmology: The Euclid Scientific Archive System. Sara Nieto Rodriguez, Bruno Altieri, Pilar de Teodoro |
| 2022 | Big data analysis reveals an emerging change in academia-industry collaborations in the era of digital convergence. Tomomi Yamazaki, Takahiro Miura, Ichiro Sakata |
| 2022 | Big data analytics of predicting annual US Medicare billing claims with health services. Dillon Chrimes |
| 2022 | Big data techniques for industrial problems with little data. Elham Khabiri, Bhavna Agrawal, Joseph Lindquist, Yingjie Li, Anuradha Bhamidipaty |
| 2022 | BigFeat: Scalable and Interpretable Automated Feature Engineering Framework. Hassan Eldeeb, Shota Amashukeli, Radwa El Shawi |
| 2022 | Bilateral Trade Flow Prediction by Gravity-informed Graph Auto-encoder. Naoto Minakawa, Kiyoshi Izumi, Hiroki Sakaji |
| 2022 | BioSentEval: An Evaluation Toolkit for Chinese Medical Sentence Representation. Mingjun Gu, Wenqian Cui, Xiangling Fu |
| 2022 | Bitcoin Evolution Analytics: Twitter Sentiments to Predict Price Change as Bearish or Bullish. Naman Srivastava, Omkar Gowda, Shreyas Bulbule, Siddharth Bhandari, Animesh Chaturvedi |
| 2022 | Blockchain Interoperability Landscape. Inwon Kang, Aparna Gupta, Oshani Seneviratne |
| 2022 | Blockchain based Secure Group Data Collaboration in Cloud with Differentially Private Synthetic Data and Trusted Execution Environment. Uzair Javaid, Zhen Li, Muhammad Naveed Aman, Dongxu Shao, Kevin Yee, Biplab Sikdar |
| 2022 | Blood Cells Counting and Localisation through Deep Learning Object Detection. Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Cesarelli |
| 2022 | Boost CTR Prediction for New Advertisements via Modeling Visual Content. Tan Yu, Zhipeng Jin, Jie Liu, Yi Yang, Hongliang Fei, Ping Li |
| 2022 | Boosting Demographic Fairness of Face Attribute Classifiers via Latent Adversarial Representations. Huimin Zeng, Zhenrui Yue, Lanyu Shang, Yang Zhang, Dong Wang |
| 2022 | Boosting Utility of Differentially Private Streaming Data Release under Temporal Correlations. Xuyang Cao, Yang Cao, Masatoshi Yoshikawa, Atsuyoshi Nakamura |
| 2022 | Botnet Attack Intrusion Detection In IoT Enabled Automated Guided Vehicles. Sumaiya Shaikh, Ch. Rupa, Gautam Srivastava, Thippa Reddy Gadekallu |
| 2022 | BottleMod: Modeling Data Flows and Tasks for Fast Bottleneck Analysis. Ansgar Lößer, Joel Witzke, Florian Schintke, Björn Scheuermann |
| 2022 | BraceNet: Graph-Embedded Neural Network For Brain Network Analysis. Xuan Kan, Yunchuan Kong, Tianwei Yu, Ying Guo |
| 2022 | BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks (Extended Abstract). Hejie Cui, Wei Dai, Yanqiao Zhu, Xuan Kan, Antonio Aodong Chen Gu, Joshua Lukemire, Liang Zhan, Lifang He, Ying Guo, Carl Yang |
| 2022 | BrainMixup: Data Augmentation for GNN-based Functional Brain Network Analysis. Alexis Li |
| 2022 | Breathing detection using thermal facial landmark with DICOM file. Junhwan Kwon, Jiwon Choi, Oyun Kwon, KyeongTaek Oh, Hayoung Kim, Jaesuk Kim, Sun K. Yoo |
| 2022 | Building Cybersecurity Ontology for Understanding and Reasoning Adversary Tactics and Techniques. Chiao-Cheng Huang, Pei-Yu Huang, Ying-Ren Kuo, Guo-Wei Wong, Yi-Ting Huang, Yeali S. Sun, Meng Chang Chen |
| 2022 | Building a Patient-Centered Virtual Hospital Ecosystem Using Both Access Control and CNN-Based Models. Sara A. Alsalamah, Shada Alsalamah, Walaa N. Ismail, Hessah A. Alsalamah, Chang-Tien Lu |
| 2022 | Building the Next-Generation Radio Networks Planning Infrastructure using Datacubes. Peter Baumann, Johannes Boensmann, Bang Pham Huu |
| 2022 | Bundle entropy as an optimized measure of consumers' systematic product choice combinations in mass transactional data. Roberto Mansilla, Gavin Smith, Andrew Smith, James Goulding |
| 2022 | ByteStore: Hybrid Layouts for Main-Memory Column Stores. Pengfei Zhang, Ziqiang Feng, Eric Lo, Hailin Qin |
| 2022 | CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies. Irfan Al-Hussaini, Davi Nakajima An, Albert J. Lee, Sarah Bi, Cassie S. Mitchell |
| 2022 | CH3: A Mixed Workload Benchmark for Scalable NoSQL. Mehnaz Tabassum Mahin, Bo-Chun Wang, Kamini Jagtiani, Michael Carey, Keshav Murthy |
| 2022 | CO2 Emission Aware Scheduling for Deep Neural Network Training Workloads. Kawsar Haghshenas, Brian Setz, Marco Aiello |
| 2022 | COMPA: A Comparative Retrieval and Analytical Engine for Consumer Products. Ramses J. Sotelo Jimenez, Bhavya Medishetty, Byron J. Gao |
| 2022 | COOP-DHGNN: a Framework for Joint Classification and Prediction of Brain Functional Connectivity Using Sparse Trajectory Dataset with Application to Early Dementia. Zijian Dong, Joanna Su Xian Chong, Bing Cai Kok, Juan Helen Zhou |
| 2022 | CPU Usage Trends in Android Applications. Kota Kumakura, Masato Oguchi, Takeshi Kamiyama, Saneyasu Yamaguchi |
| 2022 | CSK-Detector: Commonsense in object detection. Irina Chernyavsky, Aparna S. Varde, Simon Razniewski |
| 2022 | Causal Discovery for Feature Selection in Physical Process-Based Hydrological Systems. Paras Sheth, Ting Liu, Durmus Doner, Qi Deng, Yuhang Wei, Rebecca Muenich, John Sabo, K. Selçuk Candan, Huan Liu |
| 2022 | CensusIRL: Historical census data preparation with MDD support. Adam J. Doherty, Rachel Murphy, Alexander Schieweck, Stuart Clancy, Ciara Breathnach, Tiziana Margaria |
| 2022 | Characterizing Spontaneous Ideation Contest on Social Media: Case Study on the Name Change of Facebook to Meta. Kunihiro Miyazaki, Takayuki Uchiba, Haewoon Kwak, Jisun An |
| 2022 | Classification of Autism Spectrum Disorder Using rs-fMRI data and Graph Convolutional Networks. Tianren Yang, Mai A. Al-Duailij, Serdar Bozdag, Fahad Saeed |
| 2022 | Classification of Heart Sound using Tunable Q Wavelet Transform and Machine Learning. Garima Thakur, Sitanshu Sekhar Sahu, Ying Xie, Sumit Chakravarty |
| 2022 | Classification of Univariate Time Series via Temporal Abstraction and Deep Learning. Nevo Itzhak, Shahar Tal, Hadas Cohen, Osher Daniel, Roze Kopylov, Robert Moskovitch |
| 2022 | Classifying Perceived Emotions based on Polarity of Arousal and Valence from Sound Events. Pooja Krishan, Faranak Abri |
| 2022 | ClinicalLayoutLM: A Pre-trained Multi-modal Model for Understanding Scanned Document in Electronic Health Records. Qiang Wei, Xu Zuo, Omer Anjum, Yan Hu, Ryan Denlinger, Elmer V. Bernstam, Martin J. Citardi, Hua Xu |
| 2022 | Clustering High-Dimensional Social Media Datasets sutilizing Graph Mining. Andreas Kanavos, Gerasimos Vonitsanos, Phivos Mylonas |
| 2022 | Clustering Human Mobility with Multiple Spaces. Haoji Hu, Haowen Lin, Yao-Yi Chiang |
| 2022 | Clustering-based Unsupervised Generative Relation Extraction. Chenhan Yuan, Ryan A. Rossi, Andrew Katz, Hoda Eldardiry |
| 2022 | Cognitive Metric Monitoring - Characterizing spatial-temporal behavior for anomaly detection. Kunal Jethuri, Satya Samudrala, Priyadarshi, Maitreya Natu |
| 2022 | Collaboration in relation to Human-AI Systems: Status, Trends, and Impact. António Correia, Siân Lindley |
| 2022 | Collaborative Filtering Guided Deep Reinforcement Learning for Sequential Recommendations. Vahid Azizi, Saayan Mitra, Xiang Chen |
| 2022 | Combining Dynamic Mode Decomposition and Difference-in-Differences in an Analysis of At-Risk Youth. Marc Andrew Choi, Siyu Huang, Hengyuan Qi, Marco Scialanga, Emerson McMullen, Axel Sanchez Moreno, Yifei Lou, Andrea L. Bertozzi, P. Jeffrey Brantingham |
| 2022 | Communication between AGV and standalone station via EtherCAT using WiFi - proof of concept. Ireneusz Smolka, Jacek Stój, Piotr Gaj, Marcin Fojcik |
| 2022 | Comparative Reasoning for Knowledge Graph Fact Checking. Lihui Liu, Houxiang Ji, Jiejun Xu, Hanghang Tong |
| 2022 | Comparing Association Rules and Deep Neural Networks for Heart Disease Prediction. Carlos Ordonez, Ian Fund, Ladjel Bellatreche |
| 2022 | Comparing Shallow and Deep Graph Models for Brain Network Analysis. Erica Choi, Sally Smith, Ethan Young |
| 2022 | Comparison of Consensus Building Processes by Different Reach Patterns on Opinion Dynamics. Makoto Fujii |
| 2022 | Comparison of Teenagers' Writing Using Word Clouds and Analyzing Engines. Allison Hsu, Ying-Feng Hsu |
| 2022 | Compatibility of efficiency and stability in priority-augmented object allocation problems with weak priorities. Wataru Ishida, Yusuke Iwase |
| 2022 | Computational Thinking Integration into Archival Educators' Networked Instruction. Sarah A. Buchanan, Karen F. Gracy, Joshua Kitchens, Richard Marciano |
| 2022 | Computational method of database construction for genetic variant calling. Sunhee Kim, Young-Suk Lee, Chang-Yong Lee |
| 2022 | Conditional Graph Regression for Complex Chemical Systems with Heterogeneous Substructures. Gyoung S. Na |
| 2022 | Confli-T5: An AutoPrompt Pipeline for Conflict Related Text Augmentation. Erick Skorupa Parolin, Yibo Hu, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio |
| 2022 | Construction Worker Health and Safety Monitoring System Using Brainwave and Pollution Data. Daniel Cheriyan, Jurng-Jae Lee, Jae-Ho Choi |
| 2022 | Construction of Disaster Knowledge Graphs to Enhance Disaster Resilience. Seonhyeong Kim, Young-Woo Kwon |
| 2022 | Continual Learning with Network Intrusion Dataset. Hyejin Kim, Dan Dongseong Kim, Jin-Hee Cho, Terrence J. Moore, Frederica F. Nelson, Hyuk Lim |
| 2022 | Continuous Health Monitoring of Machinery using Online Clustering on Unlabeled Data Streams. Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet |
| 2022 | Continuous Prompt Tuning Based Textual Entailment Model for E-commerce Entity Typing. Yibo Wang, Congying Xia, Guan Wang, Philip S. Yu |
| 2022 | Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning: A Proposal. Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2022 | Control System Design and Implementation Based on Big Data and Ontology. Seyithan Temel, Emre Ummak, Abdülkadir Tokgöz, Furkan Isik, Özlem Albayrak, Perin Ünal, A. Murat Özbayoglu |
| 2022 | Conversion-Based Dynamic-Creative-Optimization in Native Advertising. Yohay Kaplan, Alex Shtoff, Tomer Shadi, Oren Somekh, Yair Koren |
| 2022 | Cough Classification with Deep Derived Features using Audio Spectrogram Transformer. Julio J. Valdés, Karim Habashy, Pengcheng Xi, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel |
| 2022 | Country-specific Ensemble Learning: A Deep Learning Approach for Road Damage Detection. Maitry Bhavsar, Abdullah Alfarrarjeh, Utkarsh Baranwal, Seon Ho Kim |
| 2022 | Critic-over-Actor-Critic Modeling: Finding Optimal Strategy in ICU Environments. Riazat Ryan, Ming Shao |
| 2022 | Critical-Threat-Alert Detection using Online Machine Learning. Samuel Ndichu, Tao Ban, Takeshi Takahashi, Daisuke Inoue |
| 2022 | Cross-Lingual Propaganda Detection. Wenshan Zhang, Xi Zhang |
| 2022 | Cross-Lingual Text Classification of Transliterated Hindi and Malayalam. Jitin Krishnan, Antonios Anastasopoulos, Hemant Purohit, Huzefa Rangwala |
| 2022 | Crosslingual Section Title Alignment in Wikipedia. Djellel Eddine Difallah, Diego Sáez-Trumper, Eriq Augustine, Robert West, Leila Zia |
| 2022 | Crowd-Aided Anomaly Detection in Surveillance Videos. Ryuya Itano, Tomoya Nohara, Takahiro Koita |
| 2022 | Crowdsensing-based Road Damage Detection Challenge (CRDDC'2022). Deeksha Arya, Hiroya Maeda, Sanjay Kumar Ghosh, Durga Toshniwal, Hiroshi Omata, Takehiro Kashiyama, Yoshihide Sekimoto |
| 2022 | CrunchQA: A Synthetic Dataset for Question Answering over Crunchbase Knowledge Graph. Lifan Yu, Nadya Abdel Madjid, Djellel Eddine Difallah |
| 2022 | Cyber Security of Electric Vehicle Charging Infrastructure: Open Issues and Recommendations. Inna Skarga-Bandurova, Igor Kotsiuba, Tetiana Biloborodova |
| 2022 | Cyberbully Detection Using BERT with Augmented Texts. Xiaoyu Guo, Usman Anjum, Justin Zhan |
| 2022 | DACMA: Designing space ordering optimizations to scalably manage aerial images. Chamin Nalinda Lokugam Hewage, Debra F. Laefer, Michela Bertolotto, Anh-Vu Vo, Nhien-An Le-Khac |
| 2022 | DATA-EX: Infrastructure for Cross-Domain Data Exchange Based on Federated Architecture. Noboru Koshizuka, Hiroshi Mano |
| 2022 | DBNex: Deep Belief Network and Explainable AI based Financial Fraud Detection. Abhimanyu Bhowmik, Madhushree Sannigrahi, Deepraj Chowdhury, Ashutosh Dhar Dwivedi, Raghava Rao Mukkamala |
| 2022 | DCPViz: A Visual Analytics Approach for Downscaled Climate Projections. Abdullah al-Raihan Nayeem, Huikyo Lee, Dongyun Han, Mohammed Elshambakey, William J. Tolone, Todd Dobbs, Daniel J. Crichton, Isaac Cho |
| 2022 | DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs. Henrique S. Assumpção, Fabrício R. de Souza, Leandro Lacerda Campos, Vinícius T. de Castro Pires, Paulo M. Laurentys de Almeida, Fabricio Murai |
| 2022 | DFFNet: Dynamic Feature Fusion Network for Weakly Supervised Object Detection in Remote Sensing Images. Mengmeng Zhu, Shouhong Wan, Peiquan Jin, Peiyi Zhang |
| 2022 | DL-BERT: a time-aware double-level BERT-style model with pre-training for disease prediction. Xianlai Chen, Jiamiao Lin, Ying An |
| 2022 | DOD-Explainer: Explainable Drug Overdose Deaths Predictor from Crime and Socioeconomic Data. Abdulaziz Alhamadani, Shailik Sarkar, Lulwah Alkulaib, Chang-Tien Lu |
| 2022 | DPPIN: A Biological Repository of Dynamic Protein-Protein Interaction Network Data. Dongqi Fu, Jingrui He |
| 2022 | DSServe - Data Science using Serverless. Dhaval Patel, Shuxin Lin, Jayant Kalagnanam |
| 2022 | DVGAN: Stabilize Wasserstein GAN training for time-domain Gravitational Wave physics. Tom Dooney, Stefano Bromuri, R. Lyana Curier |
| 2022 | DVM-CAR: A Large-Scale Automotive Dataset for Visual Marketing Research and Applications. Jingmin Huang, Bowei Chen, Lan Luo, Shigang Yue, Iadh Ounis |
| 2022 | Dark patterns in e-commerce: a dataset and its baseline evaluations. Yuki Yada, Jiaying Feng, Tsuneo Matsumoto, Nao Fukushima, Fuyuko Kido, Hayato Yamana |
| 2022 | Darknet Analysis-Based Early Detection Framework for Malware Activity: Issue and Potential Extension. Chansu Han, Akira Tanaka, Takeshi Takahashi |
| 2022 | Data Driven Optimal Coil Batching for Annealing Lines with Eligibility Constraints. Dong-Hyun Kang, Jeong-Hwa Lee, Tae-Sun Yu, Yushin Lee |
| 2022 | Data Fusion and Graph Analysis in Fraud Transaction Detection: walkthrough of a case study. Valerio Bellandi, Stefano Siccardi |
| 2022 | Data Leaves as Scenario-oriented Metadata for Data Federative Innovation on Trust. Yukio Ohsawa, Kaira Sekiguchi, Tomohide Maekawa, Hiroki Yamaguchi, Son Yeon Hyuk, Sae Kondo |
| 2022 | Data Mining Approach for Predicting the Fall Accident Cost in Construction Projects. Eun-Ju Ha, Jin Young Choi, Jae-Ho Choi |
| 2022 | Data Mining Approach to determine injured Area of the Construction Worker using Accident Loss Cost. Jin-Young Choi, Eun-Ju Ha, Jae-Ho Choi |
| 2022 | Data Resampling and Ensemble Learning for Vehicle Class and Orientation Detection. Poonam Kumari Saha, Gaurish Gangwar, Yoshihide Sekimoto, Yoshihiro Suda |
| 2022 | Data Transformation Acceleration using Deterministic Finite-State Transducers. Marziyeh Nourian, Tri Nguyen, Andrew A. Chien, Michela Becchi |
| 2022 | Data Utilization in the Education Field by Local and Central Governments in Japan. Hikojiro Fujiwara, Satoru Hagino |
| 2022 | Data Virtual Machines: Simplifying Data Sharing, Exploration & Querying in Big Data Environments. Damianos Chatziantoniou, Verena Kantere, Nikos Antoniou, Angeliki Gantzia |
| 2022 | Data management in training AI chatbot with personality based on granular computing. Piotr Podolski, Tomasz Ludziejewski, Hung Son Nguyen |
| 2022 | Data protections for minors with named entity recognition. Jason B. Gillette, Sayed Khushal Shah, Zeenat Tariq, Shabbab Ali Algamdi |
| 2022 | Data-Driven Estimation of Effectiveness of COVID-19 Non-pharmaceutical Intervention Policies. Yash Mahajan, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu |
| 2022 | Data-driven Approach using Unsupervised Learning for Detecting Anomalies in Facility Operations. Eunbi Cho, Sungil Hong, Hyeseo Yoon, Eunsung Cho, Jinho Shim, JooHee Oh, Junghyun Kim |
| 2022 | Dataset Generation Framework for Evaluation of IoT Linux Host-Based Intrusion Detection Systems. Blazej Adamczyk, Maksym Brzeczek, Marcin Michalak, Iwona Kostorz, Lukasz Wawrowski, Marek Hermansa, Michal Czerwinski, Antoni Jamiolkowski |
| 2022 | Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction. Zhen Wang, Madison Cooley, Yang Zhang, Chao Lan, Ji Zhang |
| 2022 | Debiasing Graph Transfer Learning via Item Semantic Clustering for Cross-Domain Recommendations. Zhi Li, Daichi Amagata, Yihong Zhang, Takahiro Hara, Shuichiro Haruta, Kei Yonekawa, Mori Kurokawa |
| 2022 | Decentralized Storage for Big Data in Healthcare between Reality and Ambition: IPFS and Sia. Ghassan Al-Sumaidaee, Rami Alkhudary, Zeljko Zilic |
| 2022 | Decision Support for Disability Employment using Counterfactual Survival Analysis. Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters |
| 2022 | Decomposed Transformer with Frequency Attention for Multivariate Time Series Anomaly Detection. Shuxin Qin, Jing Zhu, Dan Wang, Liang Ou, Hongxin Gui, Gaofeng Tao |
| 2022 | Decomposing User-APP Graph into Subgraphs for Effective APP and User Embedding Learning. Tan Yu, Jun Zhi, Yufei Zhang, Jian Li, Hongliang Fei, Ping Li |
| 2022 | Deduplicating Large Volumes of Data from Natural and Legal Entities in the Governmental Field. Marcos Carvalho, Vítor Mangaravite, Lucas M. Ponce, Luiz Cantelli, Bruno Campoi, Gabriel Nunes, Bruno Barbosa Miranda de Paiva, Alberto H. F. Laender, Marcos André Gonçalves |
| 2022 | DeePaGait: Motor Assessment of Parkinson's Disease Using a Multi-Layer 1D Convolutional Neural Network on Smartphone Gait Data. Hamza Abujrida, Emmanuel Agu, Kaveh Pahlavan |
| 2022 | Deep Federated Anomaly Detection for Multivariate Time Series Data. Wei Zhu, Dongjin Song, Yuncong Chen, Wei Cheng, Bo Zong, Takehiko Mizoguchi, Cristian Lumezanu, Haifeng Chen, Jiebo Luo |
| 2022 | Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data. Mst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea |
| 2022 | Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters. Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier |
| 2022 | Deep Learning Models with Stratification-based Loss Function on Domain Knowledge-based Time series Data: Hypotension Prediction. Hanseok Jeong, Junetae Kim, Jueun Jeong, Han-joon Kim |
| 2022 | Deep Learning for Destination Choice Modeling: A Fundamental Approach for National Level People Flow Reconstruction. Yanbo Pang, Yoshihide Sekimoto |
| 2022 | Deep Pneumonia: Attention-Based Contrastive Learning for Class-Imbalanced Pneumonia Lesion Recognition in Chest X-rays. Xinxu Wei, Xiangke Niu, Xianshi Zhang, Yongjie Li |
| 2022 | Deep Reinforcement Learning for Bandit Arm Localization. Wenbin Du, Huaqing Jin, Chao Yu, Guosheng Yin |
| 2022 | Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection. Yi Wang, Chenying Liu, Arti Tiwari, Micha Silver, Arnon Karnieli, Xiao Xiang Zhu, Conrad M. Albrecht |
| 2022 | Deep Time Series Sketching and Its Application on Industrial Time Series Clustering. Hao Huang, Tapan Shah, Shinjae Yoo |
| 2022 | Deep Video Action Recognition Models for Assessing Cardiac Function from Echocardiograms. Abdulsalam Almadani, Abhishek Shivdeo, Emmanuel Agu, Jacques Kpodonu |
| 2022 | Defending Evasion Attacks via Adversarially Adaptive Training. Minh-Hao Van, Wei Du, Xintao Wu, Feng Chen, Aidong Lu |
| 2022 | DelphAI: A human-centered approach to time-series forecasting. Kristina L. Kupferschmidt, Joshua August Gus Skorburg, Graham W. Taylor |
| 2022 | Demystify scrambled and encoded images with auto-encoders. Huu-Thanh Nguyen, Quang Hieu Vu, Anh-Dung Huynh |
| 2022 | Design for Data Structures: Data Unification and Federation with Wikibase. Hiroki Uematsu, Phuc Nguyen, Hideaki Takeda |
| 2022 | Detecting Dangerous Maritime Refugee Migration Paths through Cell Phone Activities. Mustafa Çoban, Semih Yumusak, Yasin Yilmaz, Hüseyin Oktay Altun |
| 2022 | Detecting Group Behavior for Anti-Money Laundering With Incomplete Network Information. Pavlo Tertychnyi, Tommy Lindström, Changling Liu, Marlon Dumas |
| 2022 | Detecting Malware Activity Using Public Search Data. Ismael Villanueva-Miranda, Monika Akbar |
| 2022 | Detecting Neighborhood Gentrification at Scale via Street-level Visual Data. Tianyuan Huang, Timothy Dai, Zhecheng Wang, Hesu Yoon, Hao Sheng, Andrew Y. Ng, Ram Rajagopal, Jackelyn Hwang |
| 2022 | Detecting Paralysis of Stroke Symptom in Video: Transfer Learning with Gated Recurrent Unit using Public Big Data of Facial Images. Sohee Ban, Hyo Suk Nam, Eunjeong Park |
| 2022 | Detecting languages in streetscapes using deep convolutional neural networks. You Xuan Thung, Tom Benson, Nikita Klimenko |
| 2022 | Detection of Unobserved Common Cause in Discrete Data Based on the MDL Principle. Masatoshi Kobayashi, Kohei Miyaguchi, Shin Matsushima |
| 2022 | Development and Evaluation of Embedding Methods for Graphs with Multi Attributes. Miyu Fujii, David Taingngin, Keiichiro Yamamura, Nozomi Hata, Hiroki Kai, Ryuji Noda, Hiroki Ishikura, Tatsuru Higurashi, Katsuki Fujisawa |
| 2022 | Development of Fault Detection Algorithm using LP Pump Failure Data. Hyung-Jin Kim, Kwang-Sik Kim, Min-Seok Kim, Jang-Hyun Lee |
| 2022 | Differentially Private Federated Continual Learning with Heterogeneous Cohort Privacy. Ajesh Koyatan Chathoth, Clark P. Necciai, Abhyuday Jagannatha, Stephen Lee |
| 2022 | Digital Data Platform for Connected Clinical Trials. Hui Zhang, Ju Ji, Guangchen Ruan, Neel Patel, Regan Giesting, Leah Miller, Yi Lin Yang, Jian Yang |
| 2022 | Digital Financial Literacy, Risk Aversion, and College Students' Online Security Behavior. Yueqi Li, Ingrid Fisher |
| 2022 | Digitalization and the Transport Industry - Are we Ready? John M. Easton |
| 2022 | Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image Sets. Wei Dai, Daniel Berleant |
| 2022 | Discovering Similar Spike Patterns in High Dimensional Biomedical Signals. Sikder Tahsin Al-Amin, Robin Varghese, David Lloyd, Maria A. Gonzalez-Gonzalez, Mario I. Romero-Ortega, Carlos Ordonez |
| 2022 | Distilling Knowledge from Ensembles of Cluster-Constrained-Attention Multiple-Instance Learners for Whole Slide Image Classification. Folami Alamudun, Jacob D. Hinkle, Sajal Dash, Benjamín Hernández, Aristeidis Tsaris, Hong-Jun Yoon |
| 2022 | Distributed Heterogeneous Transfer Learning for Link Prediction in the Positive Unlabeled Setting. Paolo Mignone, Gianvito Pio, Michelangelo Ceci |
| 2022 | Distributed Incremental Machine Learning for Big Time Series Data. Dhaval Salwala, Seshu Tirupathi, Brian Quanz, Wesley M. Gifford, Stuart Siegel, Vijay Ekambaram, Arindam Jati |
| 2022 | Distributed Node Classification with Graph Attention Networks. Roberto Corizzo, Terry Slenn |
| 2022 | Distributed and Parallel Sparse Computing for Very Large Graph Neural Networks. Quentin R. Petit, Chong Li, Nahid Emad |
| 2022 | Distributional Shift Adaptation using Domain-Specific Features. Anique Tahir, Lu Cheng, Ruocheng Guo, Huan Liu |
| 2022 | Doctors vs. Nurses: Understanding the Great Divide in Vaccine Hesitancy among Healthcare Workers. Sajid Hussain Rafi Ahamed, Shahid Shakil, Hanjia Lyu, Xinping Zhang, Jiebo Luo |
| 2022 | Don't Blindly Use Data: Towards a Data Statement for Computational Financial Research. Stacey Taylor, Vlado Keselj |
| 2022 | Dot-Product Similarity based Centroid Clustering for Popular Topic Detection. Jenq-Haur Wang, Tzong-Ting Hsieh |
| 2022 | Double-Environmental Q-Learning for Energy Management System in Smart Grid. Jia-Hao Syu, Jerry Chun-Wei Lin, Philip S. Yu |
| 2022 | Dual Graphs of Polyhedral Decompositions for the Detection of Adversarial Attacks. Huma Jamil, Yajing Liu, Christina M. Cole, Nathaniel Blanchard, Emily J. King, Michael Kirby, Christopher Peterson |
| 2022 | Dual Priors Network for RGB-D Salient Object Detection. Yuewang Xu, Li Zhao, Shaoli Cao, Shijie Feng |
| 2022 | Dynamic Cell Structure via Recursive-Recurrent Neural Networks. Xin Qian, Matthew Kennedy, Diego Klabjan |
| 2022 | Dynamic Ensemble Size Adjustment for Memory Constrained Mondrian Forest. Martin Khannouz, Tristan Glatard |
| 2022 | Dynamic Graph Attention Recurrent Network for Traffic Prediction. Huaxiong Yao, Jia Guo, Juntao Yang, Zuoquan Xie, Renyi Chen, Mengling Hu |
| 2022 | Dynamic Graph Node Classification via Time Augmentation. Jiarui Sun, Mengting Gu, Chin-Chia Michael Yeh, Yujie Fan, Girish Chowdhary, Wei Zhang |
| 2022 | Dynamic Graph Summarization: Optimal and Scalable. Mahdi Hajiabadi, Venkatesh Srinivasan, Alex Thomo |
| 2022 | Dynamic Power Reduction of TCAM Using Selective Precharging of Match Lines. Su-Yeon Doo, Kee-Won Kwon |
| 2022 | Dynamic Stop-Loss Approach for Short Term Trades using Deep Learning. Iromie K. Samarasekara, Oshan K. Mendis, Sapumal Ahangama, Ajantha S. Atukorale |
| 2022 | Dynamic network of commodity futures market and systemic risk contribution of key commodities. Ke Huang, Jifeng Sun, Zuominyang Zhang, Ying Ye, Wenjian Hou |
| 2022 | EBEM: An Enhanced Bi-encoder Model for Word Sense Disambiguation. Xianglong Xiao, Hongguang Xu, Ke Xu |
| 2022 | EFD: A New Benchmark for Load Identification and Energy Disaggregation. Ziheng Sun, Haochen Ye, Kangliang Liu |
| 2022 | EFFGAN: Ensembles of fine-tuned federated GANs. Ebba Ekblom, Edvin Listo Zec, Olof Mogren |
| 2022 | ESEP: Data-Driven Emergency and Safe Evacuation Driving Path Planning During Natural Catastrophes. Shohaib Mahmud, Haiying Shen, Ying Natasha Zhang Foutz, Joshua Anton |
| 2022 | EVEAL - Expected Variance Estimation for Active Learning. Daniel Kaluza, Andrzej Janusz, Dominik Slezak |
| 2022 | Earth Observation Data Utilization for SDGs Indicators: 15.4.2 and 11.3.1. Osamu Ochiai, Mariko Harada, Ko Hamamoto |
| 2022 | Effective Deep Learning-Based Ensemble Model for Road Crack Detection. Ammar M. Okran, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig |
| 2022 | Effective Weighted k-Nearest Neighbors for Dynamic Data Streams. Maroua Bahri |
| 2022 | Efficient Bayesian Network Construction for Increased Privacy on Synthetic Data. Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart |
| 2022 | Efficient Comprehensive Element Identification in Large Scale Spectral Analysis with Interpretable Dimension Reduction. Xiang Xie, Wilhelm Stork |
| 2022 | Efficient Data Analytics on Augmented Similarity Triplets. Sarwan Ali, Muhammad Ahmad, Umair ul Hassan, Muhammad Asad Khan, Shafiq Alam, Imdadullah Khan |
| 2022 | Efficient Data Selection Indicators for Updating Models under Data Drifted Environment. Yuma Konno, Miyuki Nakano, Masato Oguchi |
| 2022 | Efficient Evaluation of AI Workers for the Human+AI Crowd Task Assignment. Tomoya Kanda, Hiroyoshi Ito, Atsuyuki Morishima |
| 2022 | Efficient GPU Training of a Diversified Model Ensemble for the Crowdsensing-based Road Damage Detection Challenge (CRDDC2022). Jakub Pokrywka |
| 2022 | Efficient Inference on Convolutional Neural Networks by Image Difficulty Prediction. Yu-Jen Chang, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu |
| 2022 | Efficient Multiple Objective Optimization for Fair Misinformation Detection. Eric Enouen, Katja Mathesius, Sean Wang, Arielle Carr, Sihong Xie |
| 2022 | Efficient Privacy Preserving Record Linkage at Scale using Apache Spark. Alexandros Karakasidis, Georgia Koloniari |
| 2022 | Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models. Sihuan Li, Jianyu Huang, Ping Tak Peter Tang, Daya Shanker Khudia, Jongsoo Park, Harish Dattatraya Dixit, Zizhong Chen |
| 2022 | Efficient and Scalable Implicit Graph Neural Networks with Virtual Equilibrium. Qi Chen, Yifei Wang, Yisen Wang, Jianlong Chang, Qi Tian, Jiansheng Yang, Zhouchen Lin |
| 2022 | Emergence of an Autonomous Vehicle Secondary Data Market for Breakthrough Applications. Kevin Dick, James R. Green |
| 2022 | Emotion Recognition on StackOverflow Posts Using BERT. Donald Bleyl, Elham Khorasani Buxton |
| 2022 | Emotion-Cause Relationship Between Clauses Prediction: a Novel Method Based on BERT for Emotion-Cause Pair Extraction. Rui Fan, Tingting He, Yufan Wang, Jie Hong, Xinhui Tu |
| 2022 | Empirical Research in Anomaly Detection for Rotating Machines Diagnosis using Deep Learning. Chae-Won Lee, So-Hyun Cho, Jong-Hun Lee, Jun-Seong Lee, Sungchul Choi, Wonchul Seo |
| 2022 | Enabling Real-Time Low-Cost Spectral Analysis on Edge Devices with Deep Neural Networks: a Robust Hybrid Approach. Xiang Xie, Tiantian Chen, Wilhelm Stork |
| 2022 | Enabling Scalable Analytics of Physiological Sensor and Derived Feature Multi-Modal Time-Series with Big Data Management. Jamal Saied-Walker, Pallavi Gupta, Ruhan Yi, Noah Marchal, Marjorie Skubic, Grant J. Scott |
| 2022 | Encouraging Crowd Avoidance Behavior using Dynamic Pricing Framework Towards Preventing the Spread of COVID-19. Keiichi Ochiai, Hiroyuki Sato, Hiroshi Kawakami, Takahiro Ide, Toru Otaki, Akira Yamada, Tatsuya Yano, Hiroki Okawa, Takuya Shirai, Yutaka Arakawa |
| 2022 | End-to-end Multiple Instance Learning with Gradient Accumulation. Axel Andersson, Nadezhda Koriakina, Natasa Sladoje, Joakim Lindblad |
| 2022 | Energy Maestro-Transactive Energy Mechanism. Tai-Yeon Ku, Wan-Ki Park, Hoon Choi |
| 2022 | Energy-based Domain Adaption with Active Learning for Emerging Misinformation Detection. Kyumin Lee, Guanyi Mou, Scott Sievert |
| 2022 | Enhanced Video BERT for Fast Video Advertisement Retrieval. Yi Yang, Tan Yu, Jie Liu, Zhipeng Jin, Xuewu Jiao, Yi Li, Shuanglong Li, Ping Li |
| 2022 | Enhancement to Training of Bidirectional GAN : An Approach to Demystify Tax Fraud. Priya Mehta, Sandeep Kumar, Ravi Kumar, Ch. Sobhan Babu |
| 2022 | Enhancing COVID-19 Ensemble Forecasting Model Performance Using Auxiliary Data Sources. Aniruddha Adiga, Gursharn Kaur, Benjamin Hurt, Lijing Wang, Przemyslaw J. Porebski, Srinivasan Venkatramanan, Bryan L. Lewis, Madhav V. Marathe |
| 2022 | Enhancing Graph Convolutional Networks by Topology Sampling. Quentin R. Petit, Chong Li, Serge G. Petiton, Kelun Chai, Nahid Emad |
| 2022 | Enhancing k-Means Algorithm with Tensor Processing Unit. Pranava Mummoju, Anna Wolff, Martin Perdacher, Claudia Plant, Christian Böhm |
| 2022 | Entity Matching with AUC-Based Fairness. Soudeh Nilforoushan, Qianfan Wu, Mostafa Milani |
| 2022 | Entity Set Co-Expansion in StackOverflow. Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han |
| 2022 | EntityRank: Unsupervised Mining of Bilingual Named Entity Pairs from Parallel Corpora for Neural Machine Translation. Min Zhang, Song Peng, Hao Yang, Yanqing Zhao, Xiaosong Qiao, Junhao Zhu, Shimin Tao, Ying Qin, Yanfei Jiang |
| 2022 | Estimating Potential Error in Sampling Interpolation. Megan Hickman Fulp, Dakota Fulp, Jon C. Calhoun |
| 2022 | Ethical Issues in Automatic Dialogue Generation for Non-Player Characters in Digital Games. Yusuke Mori, Youichiro Miyake |
| 2022 | Evaluating Anti-Virus Effectiveness in Linux. Giuseppe Raffa, Daniele Sgandurra, Daniel O'Keeffe |
| 2022 | Evaluating COVID-19 Sequence Data Using Nearest-Neighbors Based Network Model. Sarwan Ali |
| 2022 | Evaluating Captioning Models using Markov Logic Networks. Monika Shah, Somdeb Sarkhel, Deepak Venugopal |
| 2022 | Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets. Yuzhou Chen, Tian Jiang, Miguel Heleno, Alexandre Moreira, Yulia R. Gel |
| 2022 | Evaluating Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for High-dimensional Image Feature Search. M. M. Mahabubur Rahman, Jelena Tesic |
| 2022 | Evaluation and validation of an artificial neural network for predicting the performance of a desiccant coated heat exchanger. Yeongmin Kim, Yoon Jung Ko, Seung Jin Oh |
| 2022 | Even Large Samples Have Challenges: Rare Events, Gaps, and Tails. Eric Bax, Charlotte Bax |
| 2022 | Event Detection from Social Media Stream: Methods, Datasets and Opportunities. Quanzhi Li, Yang Chao, Dong Li, Yao Lu, Chi Zhang |
| 2022 | Event Time Extraction from Japanese News Archives. Siqi Peng, Akihiro Yamamoto, Shinsuke Mori, Tatsuki Sekino |
| 2022 | Evolutionary Archives: The Unlikely Comparison of GenBank and Know Your Meme. Sarah Bratt, Alexander O. Smith |
| 2022 | Evolving Perceptions of Mental Health on Social Media and their Medical Impacts. Kenna Reagan, Aparna S. Varde, Lei Xie |
| 2022 | Explainability Using SHAP for Epileptic Seizure Recognition. Simone A. Ludwig |
| 2022 | Explainable Deep Learning to Profile Mitochondrial Disease Using High Dimensional Protein Expression Data. Atif Khan, Conor Lawless, Amy E. Vincent, Satish Pilla, Sushanth Ramesh, A. Stephen McGough |
| 2022 | Explainable Machine Learning Models for Evaluating Government Grantmaking. Daniel F. Fonner, Frank P. Coyle |
| 2022 | Explainable Prediction of the Severity of COVID-19 Outbreak for US Counties. Shailik Sarkar, Abdulaziz Alhamadani, Chang-Tien Lu |
| 2022 | Explainable Recommendation Using Knowledge Graphs and Random Walks. Kaname Muto, Satoshi Oyama, Itsuki Noda |
| 2022 | Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets. Christian J. Mahoney, Peter Gronvall, Nathaniel Huber-Fliflet, Jianping Zhang |
| 2022 | Explaining IoT Attacks: An Effective and Efficient Semi-Supervised Learning Framework. Giuseppe Cascavilla, Reinier Zwart, Damian A. Tamburri, Alfredo Cuzzocrea |
| 2022 | Exploiting Liver CT scans in Colorectal Carcinoma genomics mutation classification. Daniele Perlo, Luca Berton, Alessia Delpiano, Francesca Menchini, Stefano Tibaldi, Marco Grosso, Paolo Fonio |
| 2022 | Exploiting Machine Learning Models for Approximate Query Processing. Taewhi Lee, Kihyuk Nam, Choon Seo Park, Sung-Soo Kim |
| 2022 | Exploration Trade-offs in Web Recommender Systems. Ricardo Baeza-Yates, Giovanni Delnevo |
| 2022 | Exploring Data Corruption Inside SZ. Ruiwen Shan, Jon C. Calhoun |
| 2022 | Exploring Multi-Time Context Vector and Randomness for Stock Movement Prediction. Kanghyeon Seo, Jihoon Yang |
| 2022 | Exploring Pre-Trained Language Models to Build Knowledge Graph for Metal-Organic Frameworks (MOFs). Yuan An, Jane Greenberg, Xiaohua Hu, Alexander Kalinowski, Xiao Fang, Xintong Zhao, Scott McClellan, Fernando J. Uribe-Romo, Kyle Langlois, Jacob Furst, Diego A. Gómez-Gualdrón, Fernando Fajardo-Rojas, Katherine Ardila, Semion Saikin, Corey A. Harper, Ron Daniel Jr. |
| 2022 | Exploring the Generalisability of Fake News Detection Models. Nathaniel Hoy, Theodora Koulouri |
| 2022 | Exploring the Target Distribution for Surrogate-Based Black-Box Attacks. Raha Moraffah, Paras Sheth, Huan Liu |
| 2022 | Exploring the mutation tendency of a specific region in the virus taxonomic groups using data mining techniques. Mikyung Je, Myeongji Cho, Yoon Jung Kim, Hyeon S. Son |
| 2022 | Extracting Crime Prosecution Elements based on Neural Machine Reading Comprehension Model. Jui-Ching Tsou, Kai-Yu Hsieh, Chen-Hua Huang, Yu-An Shih, Han-Cheng Yu, Yao-Chung Fan |
| 2022 | Extracting Protein-Protein Interactions (PPIs) from Biomedical Literature using Attention-based Relational Context Information. Gilchan Park, Sean McCorkle, Carlos Soto, Ian Blaby, Shinjae Yoo |
| 2022 | Extraction of Power Consumption Patterns using Non-negative Tucker Decomposition. Taku Moriyama, Mio Hosoe, Masashi Kuwano, Yuka Minamino |
| 2022 | FAGR: Fairness-aware Group Recommendation in Event-based Social Networks. Yuan Liang |
| 2022 | FEZ: Flexible and Efficient Zoom-In for Ultra-Large Image Classification. Cheng-Han Lu, Shih-Hao Hung |
| 2022 | FL-Market: Trading Private Models in Federated Learning. Shuyuan Zheng, Yang Cao, Masatoshi Yoshikawa, Huizhong Li, Qiang Yan |
| 2022 | FVec2vec: A Fast Nonlinear Dimensionality Reduction Approach for General Data. Xiaoli Ren, Kefeng Deng, Kaijun Ren, Junqiang Song, Xiaoyong Li, Qing Xu |
| 2022 | FaST: An Efficient Framework For Visualizing Large-Scale Time Series. Manele Aït Habouche, Mickaël Kerboeuf, Goulven Guillou, Jean-Philippe Babau |
| 2022 | Factor Detection Task of Cyberbullying Using the Deep Learning Model. Yu-Hsuan Wu, Sheng-Wei Huang, Wei-Yi Chung, Chen-Chia Yu, Jheng-Long Wu |
| 2022 | Fair Collective Classification in Networked Data. Karuna Bhaila, Yongkai Wu, Xintao Wu |
| 2022 | Fair Regression under Sample Selection Bias. Wei Du, Xintao Wu, Hanghang Tong |
| 2022 | Fairness Improvement Technology and Visualization Services for binary classification datasets collected on a batch basis. Kyeongsu Byun, Joonho Kwon, Goo Kim |
| 2022 | Fast Binary Network Hashing via Graph Clustering. Yasuhiro Fujiwara, Masahiro Nakano, Atsutoshi Kumagai, Yasutoshi Ida, Akisato Kimura, Naonori Ueda |
| 2022 | Fast Fourier Transform and Ensemble Model to Classify Epileptic EEG Signals. Raid Lafta, Hisham Alshaheen, Biao Wang, Xiaohui Tao, Lingling Li, Kexin Zhang, Ji Zhang |
| 2022 | Fast Illegal Webpage Detection Algorithm Based on Massive Domain Name Resolution Records. Yue Su, Botao Peng, Xiaodong Li |
| 2022 | Fast Support Vector Machine Using Singular Value Decomposition. Sabuj Laskar, Muhammad Abdullah Adnan |
| 2022 | Feature Fusion Network for Personalized Online Advertising Systems. Weijie Zhao, Peng Yang, Dong Li, Xing Shen, Lin Li, Ping Li |
| 2022 | Feature Integration Strategies for Multilingual Fake News Classification. Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak |
| 2022 | Feature Selection For High Dimensional Data Using Supervised Machine Learning Techniques. Konstantinos Lazaros, Sotiris K. Tasoulis, Aristidis G. Vrahatis, Vassilis P. Plagianakos |
| 2022 | Feature Selection from Multivariate Time Series Data: A Case Study of Solar Flare Prediction. Khaznah Alshammari, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2022 | FeatureBox: Feature Engineering on GPUs for Massive-Scale Ads Systems. Weijie Zhao, Xuewu Jiao, Xinsheng Luo, Jingxue Li, Belhal Karimi, Ping Li |
| 2022 | FedGSL: Federated Graph Structure Learning for Local Subgraph Augmentation. Geng Zhao, Yi Huang, Chi Hsu Tsai |
| 2022 | FedLesScan: Mitigating Stragglers in Serverless Federated Learning. Mohamed Elzohairy, Mohak Chadha, Anshul Jindal, Andreas Grafberger, Jianfeng Gu, Michael Gerndt, Osama Abboud |
| 2022 | FedProb: An Aggregation Method Based on Feature Probability Distribution for Federated Learning on Non-IID Data. Do-Van Nguyen, Anh-Khoa Tran, Koji Zettsu |
| 2022 | Federated Learning Attacks and Defenses: A Survey. Yao Chen, Yijie Gui, Hong Lin, Wensheng Gan, Yongdong Wu |
| 2022 | Federated Learning Models using Flow Cytometry Data of Blood Test in Medical Decision Support. Eunjeong Park, Hyo Suk Nam, Jae-Woo Song |
| 2022 | Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things. Soeren Becker, Kevin Styp-Rekowski, Oliver Vincent Leon Stoll, Odej Kao |
| 2022 | Federated Learning with Clustering-Based Participant Selection for IoT Applications. Kevin I-Kai Wang, Xiaozhou Ye, Kouichi Sakurai |
| 2022 | FeedRef2022: A Named Entity Recognition Dataset for Extracting Indicators of Compromise. Hsin-Ju Chan, Chin-Yuan Hsu, Ching-Chang Chien, Ji-Jie Wu, He-Lin Ku |
| 2022 | Feedback Information on Cumulative Payoff in a Bandit Experiment: Meaningful Learning in Weighted Voting. Kazuhito Ogawa, Naoki Watanabe |
| 2022 | Fidelity and diversity metrics for validating hierarchical synthetic data: Application to residential energy demand. Swapna Thorve, Anil Vullikanti, Henning S. Mortveit, Samarth Swarup, Madhav V. Marathe |
| 2022 | Fine-Tuning BERT-based Language Models for Duplicate Trouble Report Retrieval. Nathan Bosch, Serveh Shalmashi, Forough Yaghoubi, Henrik Holm, Fitsum Gaim, Amir Hossein Payberah |
| 2022 | FineCloud: Fine-grained Cloud Service Advisory using Machine Learning. Yasemin Orhun, Yigit Istanbullu, Ismail Ari |
| 2022 | First CE Matters: On the Importance of Long Term Properties on Memory Failure Prediction. Jasmin Bogatinovski, Odej Kao, Qiao Yu, Jorge Cardoso |
| 2022 | Flexible Partitioning of Geographical Information based on GPS Coordinates for k-Anonymity. Yuxin Liu, Kazuhiro Minami |
| 2022 | Flexibly Mining Better Patterns. Gengsen Huang, Wensheng Gan, Long Li, Tianlong Gu, Jiahui Chen |
| 2022 | Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters? Michal Muszynski, Tobias Hölzer, Jonas R. M. Weiss, Paolo Fraccaro, Maciel Zortea, Thomas Brunschwiler |
| 2022 | Forecasting Emerging Pandemics with Transfer Learning and Location-aware News Analysis. Jing Chen, Germán Creamer, Yue Ning |
| 2022 | Forensic Analysis of Amazon Alexa Echo Dot 4 Damilola Oladimeji, Bing Zhou |
| 2022 | Fraud Detection Using Optimized Machine Learning Tools Under Imbalance Classes. Mary Isangediok, Kelum Gajamannage |
| 2022 | Fraud Detection via Contrastive Positive Unlabeled Learning. Vinay M. S., Shuhan Yuan, Xintao Wu |
| 2022 | From Data Warehouse to Lakehouse: A Comparative Review. Ahmed A. Harby, Farhana H. Zulkernine |
| 2022 | Functional Ball Dropping: A superfast hypergraph generation scheme. Lilith Orion Hafner, Chase Holdener, Nicole Eikmeier |
| 2022 | Functional approach for Two Way Dimension Reduction in Time Series. Aniruddha Rajendra Rao, Haiyan Wang, Chetan Gupta |
| 2022 | Fuzzy Law: Towards Creating a Novel Explainable Technology-Assisted Review System for e-Discovery. Charles Courchaine, Ricky J. Sethi |
| 2022 | GAN-based Data Augmentation for Credit Card Fraud Detection. Emilija Strelcenia, Simant Prakoonwit |
| 2022 | GAPS: Generality and Precision with Shapley Attribution. Brian Daley, Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea |
| 2022 | GQFormer: A Multi-Quantile Generative Transformer for Time Series Forecasting. Shayan Jawed, Lars Schmidt-Thieme |
| 2022 | GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data Sources. Angeela Acharya, Siddhartha Sikdar, Sanmay Das, Huzefa Rangwala |
| 2022 | General Concepts of a Simulation Method for Automated Guided Vehicle in Industry 4.0. Dariusz Marek, Piotr Biernacki, Jakub Szygula, Adam Domanski |
| 2022 | General Framework for Fast Implementation for Conversational Artificial Assistance for Applications to Enable Global Impact as Tech-for-Good in Law. Jovan D. Rebolledo-Mendez, Felix A. Tonatiuh Gomez Briones, Leslie G. Gonzalez Cardona |
| 2022 | Generating Interpretable Features for Context-Aware Document Clustering: A Cybersecurity Case Study. Luis Felipe Gutiérrez, Akbar Siami Namin |
| 2022 | Generation of Synthetic Urban Vehicle Trajectories. Chrysovalantis Anastasiou, Seon Ho Kim, Cyrus Shahabi |
| 2022 | Geographic Reason by Hourly Population of 500-Meter-Grid Statistics over Japan Why Tokyo Seemed to Fail Eradicating COVID-19 in Mid 2020. Toshiyuki Shimono |
| 2022 | Gradient Boosted Trees for Privacy-Preserving Matching of Encrypted Images. Jakub Pokrywka |
| 2022 | Gradual Further Pre-training Architecture for Economics/Finance Domain Adaptation of Language Model. Hiroki Sakaji, Masahiro Suzuki, Kiyoshi Izumi, Hiroyuki Mitsugi |
| 2022 | Graggle: A Graph-based Approach to Document Clustering. Isaiah J. King, H. Howie Huang |
| 2022 | Graph Clustering Using Node Embeddings: An Empirical Study. Mahdi Ghanbari, Mostafa Haghir Chehreghani, Morteza Haghir Chehreghani |
| 2022 | Graph Neural Network Tells Us Who is the Communication Enhancer. Hiroaki Tanaka, Yuuma Jitsunari, Wataru Yamada, Keiichi Ochiai, Shoko Wakamiya, Eiji Aramaki |
| 2022 | Graph Representation Learning based Vulnerable Target Identification in Ransomware Attacks. Wenqi Wei, Mu Qiao, Eric Butler, Divyesh Jadav |
| 2022 | Graph Structure Neural Differential Equations on Spatio-temporal Prediction. Hangtao He, Kejiang Ye |
| 2022 | Graph-based Cascading Impact Estimation for Identifying Crucial Infrastructure Components. Sangkeun Lee, Supriya Chinthavali, Sarah Tennille, Junghoon Chae, Anika Tabassum, Varisara Tansakul, Daniel Redmon, Robert Moncrief, Aaron Myers |
| 2022 | Griddle: Effective Query Support over Voluminous Gridded Spatial Datasets. Pierce Smith, Sangmi Lee Pallickara, Shrideep Pallickara |
| 2022 | HAIVAN: a Holistic ML Analytics Infrastructure for a Variety of Radio Access Networks. Hong-Linh Truong, Ngoc Nhu Trang Nguyen |
| 2022 | HAR-CTGAN: A Mobile Sensor Data Generation Tool for Human Activity Recognition. Joshua DeOliveira, Walter Gerych, Aruzhan Koshkarova, Elke A. Rundensteiner, Emmanuel Agu |
| 2022 | HITS-GNN: A Simplified Propagation Scheme for Graph Neural Networks. Mehak Khan, Gustavo B. M. Mello, Paal Engelstad, Laurence Habib, Anis Yazidi |
| 2022 | Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung |
| 2022 | HateNet: A Graph Convolutional Network Approach to Hate Speech Detection. Charles Duong, Lei Zhang, Chang-Tien Lu |
| 2022 | Heterogeneity in feature importance and prediction performance for sales at the market and store levels: the case of branded yogurt products in Quebec. Cameron McRae, Jian-Yun Nie, Laurette Dubé |
| 2022 | Heterogeneity-Aware Adaptive Federated Learning Scheduling. Jingoo Han, Ahmad Faraz Khan, Syed Zawad, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Feng Yan, Ali Raza Butt |
| 2022 | Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks. Khang Tran, Phung Lai, NhatHai Phan, Issa Khalil, Yao Ma, Abdallah Khreishah, My T. Thai, Xintao Wu |
| 2022 | Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial Documents. Xurui Li, Kaiyuan Liu, Rui Zhu, Yangyang Kang, Changlong Sun, Kaisong Song, Xiaozhong Liu |
| 2022 | Homomorphic Encryption-Friendly Privacy-Preserving Partitioning Algorithm for Differential Privacy. Shojiro Ushiyama, Tsubasa Takahashi, Masashi Kudo, Hayato Yamana |
| 2022 | How Do You Watch Music Video: "Watching or Listening?". Jongseok Jeon, Seungho Kim, JooHee Oh |
| 2022 | How to Prepare for the Next Pandemic - Investigation of Correlation Between Food Prices and COVID-19 From Global and Local Perspectives. Yufei Zhao, Chao Huang, Jiebo Luo |
| 2022 | Humans as Mitigators of Biases in Risk Prediction via Field Studies. Bei Wang, Arul Mishra, Himanshu Mishra |
| 2022 | Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor Databases. M. M. Mahabubur Rahman, Jelena Tesic |
| 2022 | Hybrid Cloud and HPC Approach to High-Performance Dataframes. Kaiying Shan, Niranda Perera, Damitha Lenadora, Tianle Zhong, Arup Kumar Sarker, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Geoffrey C. Fox |
| 2022 | HyperTwitter: A Hypergraph-based Approach to Identify Influential Twitter Users and Tweets. Lulwah Alkulaib, Abdulaziz Alhamadani, Shailik Sarkar, Chang-Tien Lu |
| 2022 | Hypergraph Learning based Recommender System for Anomaly Detection, Control and Optimization. Sakhinana Sagar Srinivas, Rajat Kumar Sarkar, Venkataramana Runkana |
| 2022 | IDGMS: a One-Stop Graph Mining System for Infectious Diseases. Zenghui Xu, Ting Yu, Xingyun Hong, Mingzhang Li, Yang Zhang, Zujie Ren, Ji Zhang |
| 2022 | IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images with Deep Learning. Vrizlynn L. L. Thing |
| 2022 | IEEE BigData Cup 2022 Report Privacy-preserving Matching of Encrypted Images. Marcin S. Szczuka, Andrzej Janusz, Boguslaw Cyganek, Jakub Grabek, Lukasz Przebinda, Andzelika Zalewska, Andrzej Bukala, Dominik Slezak |
| 2022 | IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022 Shusaku Tsumoto, Yukio Ohsawa, Lei Chen, Dirk Van den Poel, Xiaohua Hu, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan |
| 2022 | IGRP: Iterative Gradient Rank Pruning for Finding Graph Lottery Ticket. Po-Wei Harn, Sai Deepthi Yeddula, Bo Hui, Jie Zhang, Libo Sun, Min-Te Sun, Wei-Shinn Ku |
| 2022 | ISIDE: Proactively Assist University Students at Risk of Dropout. Enrico Bassetti, Andrea Conti, Emanuele Panizzi, Gabriele Tolomei |
| 2022 | Identification of Encrypted Images Based on Image Statistics. Stanislaw Kazmierczak |
| 2022 | Identifying Extreme Regimes in Climate-Scale Digital Twins: a Roadmap. Eloisa Bentivegna |
| 2022 | Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness. Mariachiara Mecati, Andrea Adrignola, Antonio Vetrò, Marco Torchiano |
| 2022 | Ill-fated interactions: modeling complaints on a food waste fighting platform. Georgiana Nica-Avram, Vanja Ljevar, John Harvey, Ines Branco-Illodo, Samanthika Gallage, James Goulding |
| 2022 | Image Geolocation by Non-Expert Crowd Workers with an Expert Strategy. Seungun Kim, Masaki Matsubara, Atsuyuki Morishima |
| 2022 | Imbalanced Multi-layer Cloud Classification with Advanced Baseline Imager (ABI) and CloudSat/CALIPSO Data. Leah Ding, Roberto Corizzo, Colin Bellinger, Nancy Ching, Spencer Login, Rodrigo Yepez-Lopez, Jie Gong, Dong L. Wu |
| 2022 | Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers. Haris Mansoor, Sarwan Ali, Shafiq Alam, Muhammad Asad Khan, Umair ul Hassan, Imdadullah Khan |
| 2022 | Implementation of Biased Big Data to the Japanese Official Labor Statistics Using Supervised Learning under Covariate Shift. Yuya Takada, Kiyoshi Izumi |
| 2022 | Implementation of Empath X SLA predictive tool for a Government Agency in Singapore. Alvina Lee Hui Shan, Venky Shankararaman, Eng Lieh Ouh |
| 2022 | Implicit Discriminatory Bias Reflected in Yelp Reviews - A case study. Wei Quan, Zhijian Li, Wonkyung Kim |
| 2022 | Improving Character Recognition by the Crowd Workers via Corrective Feedback. Bijoly Saha Bhattacharya, Biswajit Mandal, Arindam Biswas, Malay Bhattacharyya |
| 2022 | Improving Conversational Recommender Systems via Knowledge Graph-based Semantic Fusion with Historical Interaction Data. Thamizhiniyan Pugazhenthi, Huizhi Liang |
| 2022 | Improving Model Performance Using Metric-Guided Data Selection Framework. Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Laura Shwartz |
| 2022 | Improving Paper Classification Using Forecasting. Jason Zhang, Krerkkiat Chusap, Wei Zhang, Chang Liu |
| 2022 | Improving Predictions Under Uncertainty of Material Plasma Device Operations. Rick Archibald, Mark R. Cianciosa, Cornwall Lau |
| 2022 | Improving Representation Learning for Session-based Recommendation. Tianwen Chen, Raymond Chi-Wing Wong |
| 2022 | Improving Robustness of Vision Transformers via Data-Augmented Virtual Adversarial Training. Weili Shi, Sheng Li |
| 2022 | Improving the co-training algorithm to enhance semi-supervised learning results. Ragini Kihlman, Maria Fasli |
| 2022 | Improving the performance of disease detection from chest X-ray images using deep learning. Duong Hong Nguyen, Iwao Fujino |
| 2022 | In-DBMS K-means Clustering for Binary Streams. Carlos Garcia-Alvarado, Carlos Ordonez |
| 2022 | Incremental Fuzzy Utility Mining with Tree Structure. Tzung-Pei Hong, Wei-Teng Hung, Wei-Ming Huang, Yu-Chuan Tsai |
| 2022 | Individual-based epidemiological model of COVID19 using location data. Yoriyuki Yamagata, Shunki Takami, Keisuke Yamazaki, Tomoki Nakaya, Masaki Onishi |
| 2022 | Inferring Phylogenetic Relationships using the Smith-Waterman Algorithm and Hierarchical Clustering. Rafael Hidalgo, Anthony DeVito, Nesreen Salah, Aparna S. Varde, Robert W. Meredith |
| 2022 | Influence of a leader and in-group pressure in opinion dynamics model. Yunosuke Hori |
| 2022 | InfoFair: Information-Theoretic Intersectional Fairness. Jian Kang, Tiankai Xie, Xintao Wu, Ross Maciejewski, Hanghang Tong |
| 2022 | Informative Initialization and Kernel Selection Improves t-SNE for Biological Sequences. Prakash Chourasia, Sarwan Ali, Murray Patterson |
| 2022 | Inspection of unexpected defective products by semi-supervised learning based on a probability density function in high-yield food production. Masahiro Nakahara, Yuichi Mashiba, Ryusuke Miyamoto, Yuki Fujita, Hisashi Ishida, Keiichi Zempo |
| 2022 | Integrated Data Mapping Engine (DaME) for Financial Services. Shubhi Asthana, Ruchi Mahindru |
| 2022 | Integrated Gradients is a Nonlinear Generalization of the Industry Standard Approach to Variable Attribution for Credit Risk Models. Jonathan W. Boardman, Md. Shafiul Alam, Xiao Huang, Ying Xie |
| 2022 | Integration of Rule-Based Reasoning and Transfer Learning in Legal Document Review. Robert Keeling, Ava Guo, Peter Gronvall, Nathaniel Huber-Fliflet, Jianping Zhang |
| 2022 | Interactive Support System for Idea Divergence-Convergence Iteration. Akinori Asahara, Yoshihiro Osakabe, Karin Tsuda, Hidekazu Morita |
| 2022 | Interoperable Reference Model for Public Data in Medical Imaging. Oyun Kwon, Junhwan Kwon, KyeongTaek Oh, Sun K. Yoo |
| 2022 | Investigating User Information and Social Media Features in Cyberbullying Detection. Jiabao Qiu, Nihar Hegde, Melody Moh, Teng-Sheng Moh |
| 2022 | Investigating the Spread of Russian Disinformation about Biolabs in Ukraine on Twitter Using Social Network Analysis. Iuliia Alieva, Lynnette Hui Xian Ng, Kathleen M. Carley |
| 2022 | IoT for Rail Transportation: The Case of Railigent. Simon Frederic Dietlmeier, Rob Jago Floetgen, Julius Bock, Florian Urmetzer |
| 2022 | Is Unimodal Bias Always Bad for Visual Question Answering? A Medical Domain Study with Dynamic Attention. Zhongtian Sun, Anoushka Harit, Alexandra I. Cristea, Jialin Yu, Noura Al Moubayed, Lei Shi |
| 2022 | Ishikawa, JESS, and Visual Analytics for Engineering. Aparna S. Varde, Jianyu Liang, Zhaotong Yang, Richard D. Sisson Jr. |
| 2022 | KGIQ: Scalable Translation of User-Specified Examples into Knowledge-Graph Queries. Jing Ao, Rada Chirkova |
| 2022 | Knowledge Graphs of the QAnon Twitter Network. Clay Adams, Malvina Bozhidarova, James Chen, Andrew Gao, Zhengtong Liu, J. Hunter Priniski, Junyuan Lin, Rishi Sonthalia, Andrea L. Bertozzi, P. Jeffrey Brantingham |
| 2022 | Knowledge Tracing Based on Gated Heterogeneous Graph Convolutional Networks. Yang Zhang, Zhen Wang, Ting Yu, Mingming Lu, Zujie Ren, Ji Zhang |
| 2022 | LABDRIVE, a Petabyte scalable, OAIS/ISO 16363 conformant, for scientific research organisations to preserve documents, processed data, and software. David Giaretta, Teófilo Redondo, Antonio G. Martinez, Maria Fuertes |
| 2022 | LADEMU: a modular & continuous approach for generating labelled APT datasets from emulations. Julie Gjerstad, Fikret Kadiric, Gudmund Grov, Espen Hammer Kjellstadli, Markus Leira Asprusten |
| 2022 | LAMPT: LAbel Mask-Predicted Transformer for Extreme Multi-label Text Classification. Yifan Xu, Minghao Zhu, Junli Wang, Chungang Yan |
| 2022 | LASSO Logic Engine: harnessing the logic parsing capabilities of the LASSO algorithm for longitudinal feature learning. Jason Orender, Mohammad Zubair, Jiangwen Sun |
| 2022 | LLU-Swin: Low-Light Image Enhancement with U-shaped Swin Transformer. Lijiang Shao, Wenjin Wang, Shiguo Huang, Xiaolin Li |
| 2022 | LSTM-based Pulmonary Air Leak Forecasting for Chest Tube Management. Roberto Corizzo, Rodrigo Yepez-Lopez, Sébastien Gilbert, Nathalie Japkowicz |
| 2022 | Label Denoising and Counterfactual Explanation with A Plug and Play Framework. Wenting Qi, Charalampos Chelmis |
| 2022 | Land Consolidation by Plot Exchange. Kengo Kurosaka, Naoki Onodera |
| 2022 | Landslide Likelihood Prediction using Machine Learning Algorithms. Vasundhara Acharya, Anindita Ghosh, Inwon Kang, Thilanka Munasinghe, K. C. Binita |
| 2022 | Large Scale Windowed Matching. Mateusz Przyborowski, Krzysztof Ciebiera, Krzysztof Stencel |
| 2022 | Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents. Shreya Saxena, Raj Sangani, Siva Prasad, Shubham Kumar, Mihir Athale, Rohan Awhad, Vishal Vaddina |
| 2022 | Latency vs Cost : Data Ingestion options at Twitter Scale. Zhenzhao Wang, Santosh Marella, Mak Inada, Pablo Rodriguez Defino, Abhishek Jagannath, Lohit Vijayarenu |
| 2022 | Leak localization in Water Distribution Networks By Directly Fitting the Learning Parameters of a Gaussian Naive Bayes Classifier. Ganjour Mazaev, Michael Weyns, Filip Vancoillie, Guido Vaes, Femke Ongenae, Sofie Van Hoecke |
| 2022 | Learning Diversity Attributes in Multi-Session Recommendations. Nassim Bouarour, Idir Benouaret, Sihem Amer-Yahia |
| 2022 | Learning Dynamic Multimodal Implicit and Explicit Networks for Multiple Financial Tasks. Gary Ang, Ee-Peng Lim |
| 2022 | Learning Framework of Entity and Entity Type Composition Representation for Knowledge Graph Completion. Runyu Ni, Hiroki Shibata, Yasufumi Takama |
| 2022 | Learning Latent Road Correlations from Trajectories. Zheng Dong, Quanjun Chen, Renhe Jiang, Huanchen Wang, Xuan Song, Hao Tian |
| 2022 | Learning Robust Food Ontology Alignment. Viktorija Mijalcheva, Ana Davcheva, Sasho Gramatikov, Milos Jovanovik, Dimitar Trajanov, Riste Stojanov |
| 2022 | Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks (Extended Abstract). Yue Yu, Xuan Kan, Hejie Cui, Ran Xu, Yujia Zheng, Xiangchen Song, Yanqiao Zhu, Kun Zhang, Razieh Nabi, Ying Guo, Chao Zhang, Carl Yang |
| 2022 | Learning from Disagreement for Event Detection. Liang Wang, Junpeng Wang, Yan Zheng, Shubham Jain, Chin-Chia Michael Yeh, Zhongfang Zhuang, Javid Ebrahimi, Wei Zhang |
| 2022 | Learning on Health Fairness and Environmental Justice via Interactive Visualization. Abdullah al-Raihan Nayeem, Ignacio Segovia-Dominguez, Huikyo Lee, Dongyun Han, Yuzhou Chen, Zhiwei Zhen, Yulia R. Gel, Isaac Cho |
| 2022 | Learning skills adjacency representations for optimized reskilling recommendations. Saksham Gandhi, Raj Nagesh, Subhro Das |
| 2022 | Legal Artificial Assistance Agent to Assist Refugees. Jovan D. Rebolledo-Mendez, Felix A. Tonatiuh Gomez Briones, Leslie G. Gonzalez Cardona |
| 2022 | Legal Entity Disambiguation for Financial Crime Detection. Jacopo Fior, Thomas Favale, Luca Cagliero, Danilo Giordano, Marco Mellia, Elena Baralis, Silvia Ronchiadin, Paolo Baracco, Dario Moncalvo |
| 2022 | Leveraging Knowledge Graph Embeddings to Disambiguate Author Names in Scientific Data. Laura Rettig, Kurt Baumann, Sebastian Sigloch, Philippe Cudré-Mauroux |
| 2022 | Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows. Jonathan Bader, Nicolas Zunker, Soeren Becker, Odej Kao |
| 2022 | Leveraging Subgraph Structure for Exploration and Analysis of Bitcoin Address. Yuexin Xiang, Tiantian Li, Yuquan Li |
| 2022 | Localization of IoT Devices based on Spatially Separated Multi-Antenna Radio Frequency Channel State Information. Seungnam Han, Haewon Lee, Seungwook Yoon, Euiseok Hwang |
| 2022 | Location-based Alert System Using Searchable Encryption with Hilbert Curve Encoding. Po-Wei Harn, Sai Deepthi Yeddula, Libo Sun, Min-Te Sun, Wei-Shinn Ku |
| 2022 | Long Short-Term Memory Neural Network for Financial Time Series. Carmina Fjellström |
| 2022 | Lossless Data Compression with Bit-back Coding on Massive Smart Meter Data. Heehun Jeong, Giup Seo, Euiseok Hwang |
| 2022 | Lossy Compression to Reduce Latency of Local Image Transfer for Autonomous Off-Road Perception Systems. Max H. Faykus, Bradley Selee, Jon C. Calhoun, Melissa C. Smith |
| 2022 | Lossy Predictive Models for Accurate Classification Algorithms. Aekyeung Moon, Seung Woo Son, Hyson Kim, Minjun Kim |
| 2022 | Low-Energy Convolutional Neural Networks (CNNs) using Hadamard Method. Varun Mannam |
| 2022 | Low-rank Defenses Against Adversarial Attacks in Recommender Systems. Negin Entezari, Evangelos E. Papalexakis |
| 2022 | MATE: Summarizing Alerts to Interpretable Outcomes with MITRE ATT&CK. Derek Lin |
| 2022 | MBAG: A Scalable Mini-Block Adaptive Gradient Method for Deep Neural Networks. Jaewoo Lee |
| 2022 | ML-Based Trading Strategy for Short-Term Price Reactions on Earnings Announcement Reports. Yiqun Jin, Siya Bao |
| 2022 | MRA-DGCN: Multi-Range Attention-Based Dynamic Graph Convolutional Network for Traffic Prediction. Huaxiong Yao, Renyi Chen, Zuoquan Xie, Juntao Yang, Mengling Hu, Jia Guo |
| 2022 | MS Ge Cui, Wei Wang, Hao Zhang |
| 2022 | MUSCAT: Multilingual Rumor Detection in Social Media Conversations. Md. Rabiul Awal, Minh Dang Nguyen, Roy Ka-Wei Lee, Kenny Tsu Wei Choo |
| 2022 | Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data. Seshu Tirupathi, Dhaval Salwala, Giulio Zizzo, Ambrish Rawat, Mark Purcell, Søren Kejser Jensen, Christian Thomsen, Nguyen Ho, Carlos E. Muñiz-Cuza, Jonas Brusokas, Torben Bach Pedersen, Giorgos Alexiou, Giorgos Giannopoulos, Panagiotis Gidarakos, Alexandros Kalimeris, Stavros Maroulis, George Papastefanatos, Ioannis Psarros, Vassilis Stamatopoulos, Manolis Terrovitis |
| 2022 | Machine Learning for Automated Wheeze Detection in Children. Trong N. Nguyen, Youness Arjoune, Jonathan C. Schroeder, Dinesh K. Pillai, Stephen J. Teach, Shilpa J. Patel, Raj Shekhar |
| 2022 | Machine Learning for Improved Post-fire Debris Flow Likelihood Prediction. Daniel Roten, Jessica Block, Daniel Crawl, Jenny Lee, Ilkay Altintas |
| 2022 | Making Karaoke Parties Lively by Reordering Songs Based on Pop Music Concert Program Data. Naoki Monji, Keita Ushida |
| 2022 | Manifold Curvature Estimation for Neural Networks. Ali Sekmen, Bahadir Bilgin |
| 2022 | Marine Water Quality Analysis of Kesennuma Bay in the Aftermath of the 2011 Great East Japan Earthquake and Tsunami. Soumaya El Herry, Naoya Tanaka, Akihiro Fujii |
| 2022 | MatFlow: A System for Knowledge-based Novel Materials Design using Machine Learning. Hasan M. Jamil, Lan Li, Amin Mirkouei |
| 2022 | MatPhase: Material phase prediction for Li-ion Battery Reconstruction using Hierarchical Curriculum Learning. Anika Tabassum, Nikhil Muralidhar, Ramakrishnan Kannan, Srikanth Allu |
| 2022 | Matching Attacks on Non-deterministic Algorithms for Cell Suppression Problem for Tabular Data. Yutaka Abe, Kazuhiro Minami |
| 2022 | MeWP: Meta-learning based Water-Level Prediction. Justin Mao, Oliver Yun, Hanjun Kim, Haipeng Chang, Xuehan Sun |
| 2022 | Media Coverage and Public Perception of Distance Learning During the COVID-19 Pandemic: A Topic Modeling Approach Based on BERTopic. Gloria Hristova, Nikolay Netov |
| 2022 | MetaKRec: Collaborative Meta-Knowledge Enhanced Recommender System. Shen Wang, Liangwei Yang, Jibing Gong, Shaojie Zheng, Shuying Du, Zhiwei Liu, Philip S. Yu |
| 2022 | Metadata Caching in Presto: Towards Fast Data Processing. Beinan Wang, Chunxu Tang, Rongrong Zhong, Bin Fan, Yi Wang, Jasmine Wang, Shouwei Chen, Bowen Ding, Lu Zhang |
| 2022 | Metadata Verification: A Workflow for Computational Archival Science. Joel Pepper, Andrew Senin, Dom Jebbia, David E. Breen, Jane Greenberg |
| 2022 | Metaverse Security and Privacy: An Overview. Zefeng Chen, Jiayang Wu, Wensheng Gan, Zhenlian Qi |
| 2022 | Metaverse in Education: Vision, Opportunities, and Challenges. Hong Lin, Shicheng Wan, Wensheng Gan, Jiahui Chen, Han-Chieh Chao |
| 2022 | Migration Destination Selection Algorithm for Spot Instances using SPS. Daisuke Katayama, Kippei Kasai, Takahiro Koita |
| 2022 | Minimal Cost Device Calibration in Spectral Analysis via Meta Learning: Towards Efficient Deployment of Deep Neural Networks in Industry. Xiang Xie, Muen Jin, Anqi Chu, Wilhelm Stork |
| 2022 | Mining Competitively-Priced Bundle Configurations. Ezekiel Ong Young, Hady W. Lauw |
| 2022 | Mining Latent Disease Factors from Medical Literature using Causality. Pranav Gujarathi, Jack VanSchaik, Venkata Mani Babu Karri, Anushri Singh Rajapuri, Biju Cheriyan, Thankam P. Thyvalikakath, Sunandan Chakraborty |
| 2022 | Mining Railway Grievances on Twitter for Efficient E-Governance in India. Swati Agarwal, Ashrut Kumar, Rijul Ganguly |
| 2022 | Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders. Xiaohan Li, Zheng Liu, Luyi Ma, Kaushiki Nag, Stephen D. Guo, Philip S. Yu, Kannan Achan |
| 2022 | Mixers Detection in bitcoin network: a step towards detecting money laundering in crypto-currencies. M. Mazhar Rathore, Sushil S. Chaurasia, Dhirendra Shukla |
| 2022 | Mobile Application Behaviour Anomaly Detection based on API Calls. Fernando Kaway Carvalho Ota, Farouk Damoun, Sofiane Lagraa, Patricia Becerra-Sánchez, Christophe Atten, Jean Hilger, Radu State |
| 2022 | Mobile Emotion Healthcare System Applying Sentiment analysis. Shu-Lin Wang, I-En Chiang, Alex Kuo, Jing-Ya Lin |
| 2022 | Mobility Scooter User Driving Behavior Classification based on Deep Neural Networks. Marc Cruz, Sherelene De Beleh, Russel Janairo, Yanbo Zhao, Isha Raheja, Tingting Chen |
| 2022 | Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman |
| 2022 | Monitoring and Improving Personalized Sleep Quality from Long-Term Lifelogs. Wenbin Gan, Minh-Son Dao, Koji Zettsu |
| 2022 | More is Less - Byte-quantized models are faster than bit-quantized models on the edge. Pengfei Zhang, Chenxia Han, Eric Lo |
| 2022 | MulBot: Unsupervised Bot Detection Based on Multivariate Time Series. Lorenzo Mannocci, Stefano Cresci, Anna Monreale, Athina Vakali, Maurizio Tesconi |
| 2022 | Multi-Armed Bandit Approach to Qualification Task Assignment across Multi Crowdsourcing Platforms. Yunyi Xiao, Yu Yamashita, Hiroyoshi Ito, Masaki Matsubara, Atsuyuki Morishima |
| 2022 | Multi-Behavior Recommendation with Hyperbolic Geometry. Di You, Thanh Tran, Kyumin Lee |
| 2022 | Multi-Cloud Query Optimisation with Accurate and Efficient Quoting. Damien T. Wojtowicz, Shaoyi Yin, Jorge Martinez-Gil, Franck Morvan, Abdelkader Hameurlain |
| 2022 | Multi-Query Optimization Revisited: A Full-Query Algebraic Method. Yicheng Tu, Mehrad Eslami, Zichen Xu, Hadi Charkhgard |
| 2022 | Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea |
| 2022 | Multi-criteria Rating and Review based Recommendation Model. Emrul Hasan, Chen Ding, Alfredo Cuzzocrea |
| 2022 | Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring. Arka Daw, Kyongmin Yeo, Anuj Karpatne, Levente J. Klein |
| 2022 | Multimodal Deep Homography Estimation Using a Domain Adaptation Generative Adversarial Network. Thomas Pouplin, Hughes Perreault, Benoit Debaque, Marc-Antoine Drouin, Nicolas Duclos-Hindie, Sébastien Roy |
| 2022 | Multimodal Lyrics-Rhythm Matching. Callie C. Liao, Duoduo Liao, Jesse Guessford |
| 2022 | Multimodal Road Sign Interpretation for Autonomous Vehicles. Joshua Lampkins, Darren Chan, Alan Perry, Sasha Strelnikoff, Jiejun Xu, Alireza Esna Ashari |
| 2022 | Multiple Statistics: Marking Significance. Eric Bax, Arundhyoti Sarkar, Natalie Bax |
| 2022 | Multiple Tiered Treatments Optimization with Causal Inference on Response Distribution. Tao Huang, Qingyang Li, Zhiwei Qin |
| 2022 | Multispeaker Identification System using Crowdsourcing-based Method. Kazumu Nakahira, Shun Kuroiwa, Takahiro Koita |
| 2022 | NLP for Responsible Finance: Fine-Tuning Transformer-Based Models for ESG. Stefan Pasch, Daniel Ehnes |
| 2022 | NOMABER: A Novel Framework for Multi-Type Abnormal Behaviour Recognition. Ao Wang, Yongchen Yao, Yuhan Yao, Jinpeng Chen |
| 2022 | Named Entity Recognition in Long Documents: An End-to-end Case Study in the Legal Domain. Hossein Keshavarz, Zografoula Vagena, Pigi Kouki, Ilias Fountalis, Mehdi Mabrouki, Aziz Belaweid, Nikolaos Vasiloglou |
| 2022 | National press monitoring using Natural Language Processing as an early warning signal for prediction of asylum applications flows in Europe. Ilias Iliopoulos, Nikolaos Kopalidis, Georgios Stavropoulos, Dimitrios Tzovaras |
| 2022 | Natural Language Interface for Process Mining Queries in Healthcare. Hangu Yeo, Elahe Khorasani, Vadim Sheinin, Irene Manotas, Ngoc Phuoc An Vo, Octavian Popescu, Petros Zerfos |
| 2022 | Neighborhood Preserving Embedding via Capsules for Collaborative Filtering. Xuan Li, Li Zhang |
| 2022 | NetZeroCO2, an AI framework for accelerated nature-based carbon sequestration. Ademir Ferreira da Silva, Juan Nathaniel, Ken C. L. Wong, Campbell D. Watson, Hongzhi Wang, Jitendra Singh, Alexandre Alkmim Chamon, Levente J. Klein |
| 2022 | Network Distance based on Laplacian Flows on Graphs. Dianbin Bao, Kisung You, Lizhen Lin |
| 2022 | Network formation of next generation electric power and mobility in rural area. Yumi Watahiki, Hiroyasu Ando, Isamu Takahara |
| 2022 | Neuro-heuristic Pallet Detection for Automated Guided Vehicle Navigation. Katarzyna Prokop, Dawid Polap, Gautam Srivastava |
| 2022 | Nine Questions to Evaluate a Data Science Team's Process: Exploring a Big Data Science Team Process Evaluation Framework Via a Delphi Study. Jeffrey S. Saltz |
| 2022 | Node Context Selection in Transformer-Based Graph Representation Learning Models. Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov |
| 2022 | Nondiscriminating Dropout Prediction beyond Algorithmic Fairness: Ensuring Coverage in Preprocessing Pipelines. Chiara Accinelli, Barbara Catania, Giovanna Guerrini |
| 2022 | Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural Networks. Ujun Jeong, Kaize Ding, Lu Cheng, Ruocheng Guo, Kai Shu, Huan Liu |
| 2022 | Novel Patrol Route Optimization Method Based on Big Data Analysis. Dongyeon Kim, Yejin Kan, Gangman Yi |
| 2022 | OOG- Optuna Optimized GAN Sampling Technique for Tabular Imbalanced Malware Data. S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman |
| 2022 | OSP-Class: Open Set Pseudo-labeling with Noise Robust Training for Text Classification. Dohyung Kim, Jahwan Koo, Ung-Mo Kim |
| 2022 | Obtaining Dyadic Fairness by Optimal Transport. Moyi Yang, Junjie Sheng, Wenyan Liu, Bo Jin, Xiaoling Wang, Xiangfeng Wang |
| 2022 | On Designing Day Ahead and Same Day Ridership Level Prediction Models for City-Scale Transit Networks Using Noisy APC Data. Jose Paolo Talusan, Ayan Mukhopadhyay, Daniel Freudberg, Abhishek Dubey |
| 2022 | On High-Latency Bowtie Data Streaming. Gabriel Stella, Dmitri Loguinov |
| 2022 | On Inferring User Socioeconomic Status with Mobility Records. Zheng Wang, Mingrui Liu, Cheng Long, Qianru Zhang, Jiangneng Li, Chunyan Miao |
| 2022 | On Using Node Indices and Their Correlations for Fake Account Detection. Sara Asghari, Mostafa Haghir Chehreghani, Morteza Haghir Chehreghani |
| 2022 | On the Potential of Using ERP Business and System Data for Fraud Detection. Jonas Schnepf, Paula Vetter, Tarik Temel, Bernd Scheuermann, Lars Schmidt-Thieme |
| 2022 | On the Use of Conventional Neural Networks for COVID-19 Detection in CT-Scan Images: A Comparative Study and Performance Analysis. Menglin Niu, Larbi Boubchir, Boubaker Daachi |
| 2022 | On the Use of Convolutional Neural Networks for Palm Vein Recognition. Mohamed Alae-Eddine Eladlani, Said Si Kaddour, Larbi Boubchir, Boubaker Daachi |
| 2022 | One Stone, Three Birds: Finer-Grained Encryption with Apache Parquet @ Large Scale. Xinli Shang, Pavi Subenderan, Mohammad Islam, Jianchun Xu, Jiashen Zhang, Nimish Gupta, Ajit Panda |
| 2022 | Open Science and Research Data Management: A FAIR European Postgraduate Programme. Horacio González-Vélez, Ciprian Dobre, Barbara Sánchez Solís, Giulia Antinucci, Dave Feenan, Dana Gheorghe |
| 2022 | Open Set Domain Adaptation by Extreme Value Theory. Yiming Xu, Diego Klabjan |
| 2022 | Operator Placement for Spatio-temporal Tasks. Daniel Glake, Mareike Schmidt, Felix Kiehn, Fabian Panse, Ulfia Lenfers, Thomas Clemen, Norbert Ritter |
| 2022 | Optimal Rate Control for Latency-constrained High Throughput Big Data Applications. Ziren Xiao, Aaron Harwood, Maria A. Rodriguez |
| 2022 | Optimal Sensor Placement for Atmospheric Inverse Modelling. Xinchao Liu, Kyongmin Yeo, Levente J. Klein, Youngdeok Hwang, Dzung Phan, Xiao Liu |
| 2022 | Optimization Analysis and Standardization of Rolling Process with Machine Learning. Seongwoo Cho, Yujin Jung, Yongdeuk Seo, Kyuheon Jung, Sungchul Choi |
| 2022 | Optimizing Parallel Proof of Vote Consensus Based on Mimic Security in Consortium Blockchains. Zhenwei Xiao, Hui Li, Han Wang, Guoliang Yang, Qiongwei Ye, Shusheng Zou, Ping Lu, Qi Lyu |
| 2022 | Optimizing Repair-Cost of Locally Repairable Codes for Hot Data in Cluster Storage Systems. Lu Zhong, Guojun Han, Hanxu Hou, Qinda Hai |
| 2022 | Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning. Alexander J. M. Kell, A. Stephen McGough, Matthew Forshaw |
| 2022 | Optimizing the Descendant-Aware Clustering Parameters. Sukhwan Jung, Aviv Segev |
| 2022 | Outlier Detection Based on Stacked Autoencoder and Gaussian Mixture Model. Jing Li, Pengbo Lv, Huijun Li, Wanghu Chen |
| 2022 | Outlier Elimination Procedure for Power Curve Modeling of Wind Generation. Chunhyun Paik, Yongjoo Chung, Young Jin Kim |
| 2022 | Overcoming Challenges of Synthetic Data Generation. Kevin Fang, Vaikkunth Mugunthan, Vayd Ramkumar, Lalana Kagal |
| 2022 | Oversampling techniques for predicting COVID-19 patient length of stay. Zachariah Farahany, Jiawei Wu, K. M. Sajjadul Islam, Praveen Madiraju |
| 2022 | Owro: A Novel Robot For Sitting Posture Training Based On Adaptive Human Robot Interaction. Katia Bourahmoune, Karlos Ishac, Marc Carmichael, Toshiyuki Amagasa |
| 2022 | PMFL: Partial Meta-Federated Learning for heterogeneous tasks and its applications on real-world medical records. Tianyi Zhang, Shirui Zhang, Ziwei Chen, Yoshua Bengio, Dianbo Liu |
| 2022 | POIBERT: A Transformer-based Model for the Tour Recommendation Problem. Ngai Lam Ho, Kwan Hui Lim |
| 2022 | POSGen: Personalized Opening Sentence Generation for Online Insurance Sales. Yu Li, Yi Zhang, Weijia Wu, Zimu Zhou, Qiang Li |
| 2022 | PROBER: A System for Real-time Propaganda Behavior Analytics on Social Media and Web Data Streams. Yasas Senarath, Antonios Anastasopoulos, Tonya Thornton, Hemant Purohit |
| 2022 | PROFET: PROFiling-based CNN Training Latency ProphET for GPU Cloud Instances. Sungjae Lee, Yoonseo Hur, Subin Park, Kyungyong Lee |
| 2022 | PaddleBox: Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising. Weijie Zhao, Xuewu Jiao, Mingqing Hu, Xiaoyun Li, Xiangyu Zhang, Ping Li |
| 2022 | ParaGraph: Mapping Wikidata Tail Entities to Wikipedia Paragraphs. Natalia Ostapuk, Djellel Eddine Difallah, Philippe Cudré-Mauroux |
| 2022 | Partial Discharge Detection for Underground Transmission Lines Using Nonnegative Matrix Factorization. Akihiro Tanabe, Yasuko Matsubara, Yasushi Sakurai |
| 2022 | Patentopia: A multi-stage patent extraction platform with disambiguation for certain semantic challenges. Andrea Belz, Alexandra Graddy-Reed, F. N. U. Shweta, Aleksandar Giga, Shivesh Meenakshi Murali |
| 2022 | Pattern Discovery with Utility Occupancy. Jiayi Sun, Wensheng Gan, Jerry Chun-Wei Lin, Han-Chieh Chao |
| 2022 | Pavement Condition Detection Method Based on Time-Frequency Features and Capsule Neural Network. Wanghu Chen, Pengbo Lv, Jing Li, Xiao Ma |
| 2022 | Peaks Fusion assisted Early-stopping Strategy for Overhead Imagery Segmentation with Noisy Labels. Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu |
| 2022 | Peers and Stars: the role of gender among coinventors. Federico Caviggioli, Alessandra Colombelli, Chiara Ravetti |
| 2022 | Penalty Prediction Based on Modulated Hierarchical Attention Coupled with Legal Attribute Recognition. Jingzhe Liu, Peng Wu |
| 2022 | Perceptual-IQ: Visual Commonsense Reasoning about Perceptual Imagination. Hyogyun An, Huiju Kim, Hyuntae Park, Victoire Cyrot |
| 2022 | Performance Comparison for Deep Learning-Based Personal Identification from the database of ECG and EMG singals. Yeong-Hyeon Byeon, Keun-Chang Kwak |
| 2022 | Performance Enhancement of Malware Classifiers Using Generative Adversarial Networks. Donghwa Shin, Daehee Han, Sunghyon Kyeong |
| 2022 | Permutation-Invariant Tabular Data Synthesis. Yujin Zhu, Zilong Zhao, Robert Birke, Lydia Y. Chen |
| 2022 | Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics. Dominik Scheinert, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Jonathan Will, Odej Kao |
| 2022 | Persistence Homology of Proximity Hyper-Graphs for Higher Dimensional Big Data. Rohit P. Singh, Philip A. Wilsey |
| 2022 | Personalized Federated Contrastive Learning. Yupei Zhang, Yunan Xu, Shuangshuang Wei, Yifei Wang, Yuxin Li, Xuequn Shang |
| 2022 | Physical and mental health of university staff during the Covid-19 pandemic. Alessandra Colombelli, Greta Temporin, Francesco Serraino, Tania Cerquitelli |
| 2022 | Physics-based multiple time-series univariate forecasting. Sumanta Mukherjee, Arindam Jati, Kanthi K. Sarpatwar, Roman Vaculín |
| 2022 | Pigmentation-based Visual Learning for Salvelinus fontinalis Individual Re-identification. Zhongliang Zhou, Nathaniel P. Hitt, Benjamin H. Letcher, Weili Shi, Sheng Li |
| 2022 | Pipelining Graph Construction and Agent-based Computation over Distributed Memory. Yan Hong, Munehiro Fukuda |
| 2022 | PostMe: Unsupervised Dynamic Microtask Posting For Efficient and Reliable Crowdsourcing. Ryo Yanagisawa, Susumu Saito, Teppei Nakano, Tetsunori Kobayashi, Tetsuji Ogawa |
| 2022 | Posteriori Trust: Behavior Driven Trust on a Network Graph at Scale. Prince Paulraj, Elijah Hall, Ana Armenta, Mark Austin |
| 2022 | Pre-train Graph Neural Networks for Brain Network Analysis (Extended Abstract). Yi Yang, Hejie Cui, Carl Yang |
| 2022 | Predefined domain specific embeddings of food concepts and recipes: A case study on heterogeneous recipe datasets. Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak |
| 2022 | Predicting Deduplication Performance: An Analytical Model and Empirical Evaluation. Owen Randall, Paul Lu |
| 2022 | Predicting Taxonomic Identity and Genetic Composition of Codon Usage Bias Levels Using Deep Learning Models. Lennart M. Buhl, Sayantica Pattanayak |
| 2022 | Predicting and Analyzing Privacy Settings and Categories for Posts on Social Media. Hsin-Yu Chen, Cheng-Te Li |
| 2022 | Predicting the Impact of Shared Autonomous Vehicles on Tokyo Transportation Using MATSim. Yutaka Ishibashi, Eizo Akiyama |
| 2022 | Prediction of Plasma Discharge Video by Convolutional Long Short-Term Memory. Tran Vo Khanh Ngan, Teruhisa Hochin, Hiroki Nomiya, Hideya Nakanishi, Mamoru Shoji |
| 2022 | Prediction of Postnatal Growth Failure in Very Low Birth Weight Infants using Artificial Intelligence Mode. Sojin Yoon, Soon Min Lee, Yura Kwon |
| 2022 | Predictive Masking for Semi-Supervised Graph Contrastive Learning. Yufei Jin, Xingquan Zhu |
| 2022 | Predictive model of frailty onset using Bayesian network. Yujiro Kawai, Eiichi Sakurai, Yuki Sugawara, Yukihiko Okada, Kai Tanabe, Akiko Tsukao, Shinya Kuno |
| 2022 | Prequential Model Selection for Time Series Forecasting based on Saliency Maps. Shivani Tomar, Seshu Tirupathi, Dhaval Vinodbhai Salwala, Ivana Dusparic, Elizabeth Daly |
| 2022 | Preserving Cluster Features in Imputing High Dimensional Data with Extensive Missing Rate. Chih Lai, Carolin Poschen, Lisa Maria Steinheuer, Jörg Hackermüller |
| 2022 | Preserving Privacy Integration and Mining for Big Temporal Co-occurrence Patterns. Anifat M. Olawoyin, Carson K. Leung |
| 2022 | Prioritizing Policies for Furthering Responsible Artificial Intelligence in the United States. Emily Hadley |
| 2022 | Privacy and Security of Mobile Users in Smart Cities: A Reference Architecture. Sabrina Ichou, Slimane Hammoudi, Amel Benna, Abdelkrim Meziane, Alfredo Cuzzocrea |
| 2022 | Privacy-preserving & machine-learned catchment models for national dietary surveillance via digital footprint data. Gavin Long, John Harvey, Gavin Smith, Georgiana Nica-Avram, Gregor Engelmann, James Goulding |
| 2022 | Proactive Prioritization of App Issues via Contrastive Learning. Moghis Fereidouni, Adib Mosharrof, Umar Farooq, A. B. Siddique |
| 2022 | Proactive Query Expansion for Streaming Data Using External Sources. Farah Alshanik, Amy W. Apon, Yuheng Du, Alexander Herzog, Ilya Safro |
| 2022 | Probabilistic Orthogonal Matching Pursuit. Ghazal Fazelnia, John W. Paisley |
| 2022 | Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments. Dominik Scheinert, Babak Sistani Zadeh Aghdam, Soeren Becker, Odej Kao, Lauritz Thamsen |
| 2022 | Profiling-free Configuration Adaptation and Latency-Aware Resource Scheduling for Video Analytics. Tian Zhou, Fubao Wu, Lixin Gao |
| 2022 | Progressive prediction of hospitalisation and patient disposition in the emergency department. Laura Uhl, Vincent Augusto, Vincent Lemaire, Youenn Alexandre, Fanny Jardinaud, Paolo Bercelli, Saber Aloui |
| 2022 | Project Artifacts for the Data Science Lifecycle: A Comprehensive Overview. Christian Haertel, Matthias Pohl, Daniel Staegemann, Klaus Turowski |
| 2022 | Promoting equity, diversity and inclusion: policies, strategies and future directions in higher education, research communities and business. Genoveva Vargas-Solar, Tania Cerquitelli, Arianna Montorsi, Stefania Salvai, Maria Teresa Sangineti, Jérôme Darmont, Cécile Favre |
| 2022 | PromptRGD: Prompt Learning with Relation-aware Gradient Denoising for Low-resource Relation Extraction. Zihang Xu, Luoyi Fu, Xinbing Wang |
| 2022 | Prospect-Net: Top-K Retrieval Problem Using Prospect Theory. Reza Yousefi Maragheh, Ramin Giahi, Jianpeng Xu, Lalitesh Morishetti, Shanu Vashishtha, Kaushiki Nag, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan |
| 2022 | Prototyping the Problem Oriented Medical Record for Connected Health Based on TypeGraphQL. Sabah Mohammed, Jinan Fiaidhi, Darien Sawyer |
| 2022 | Proximal Cost-sensitive Sparse Group Online Learning. Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang |
| 2022 | Pseudo slicer on three dimensional brain tumor segmentation. Mohammad Iqbal, Fitria Urbach, Hsing-Kuo Pao, Anggraini Dwi Sensusiati, Nurul Hidayat, Imam Mukhlash |
| 2022 | Pseudonymization at Scale: OLCF's Summit Usage Data Case Study. Ketan Maheshwari, Sean R. Wilkinson, Alex May, Tyler J. Skluzacek, Olga A. Kuchar, Rafael Ferreira da Silva |
| 2022 | Psychological Attention-based Analytics of Multivariate Campus Behaviors of University Students. Wanghu Chen, Jilong Yao, Yang Liu, Jing Li, Yan Sun, Chunyu Pang |
| 2022 | QUBO-inspired Molecular Fingerprint for Chemical Property Prediction. Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara |
| 2022 | Question-Attentive Review-Level Recommendation Explanation. Trung-Hoang Le, Hady W. Lauw |
| 2022 | QuoGNN: Quotient Graph Neural Network for Urban Flow Forecasting. Xiaochuan Gou, Peng Han, Xiangliang Zhang |
| 2022 | RAF: Recursive Adversarial Attacks on Face Recognition Using Extremely Limited Queries. Keshav Kasichainula, Hadi Mansourifar, Weidong Shi |
| 2022 | RGB Color Model Aware Computational Color Naming and Its Application to Data Augmentation. Zipei Yan, Linchuan Xu, Atsushi Suzuki, Jing Wang, Jiannong Cao, Jun Huang |
| 2022 | RI-GCN: Review-aware Interactive Graph Convolutional Network for Review-based Item Recommendation. Yijin Cai, Yilei Wang, Weijin Wang, Wenting Chen |
| 2022 | RaCAViz: Interactive Visualizations for Rapid Carbon Assessment. Du Nguyen, Vung Pham |
| 2022 | Radiopaths: Deep Multimodal Analysis on Chest Radiographs. Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Bastian Leibe, Anke Schmeink |
| 2022 | Randomize Adversarial Defense in a Light Way. Ji-Young Park, Lin Liu, Jixue Liu, Jiuyong Li |
| 2022 | Rating Patent by Exploiting Semantic and Novelty Information. Yingchi Liu, Quanzhi Li, Xiaozhong Liu |
| 2022 | ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous Requests. Haochuan Cui, Junjie Sheng, Bo Jin, Yiqiu Hu, Li Su, Lei Zhu, Wenli Zhou, Xiangfeng Wang |
| 2022 | Real-time Multi-granular Analytics Framework for HIT Systems. Byung H. Park, Sangkeun Lee, Özgür Özmen, Mohit Kumar, Merry Ward, Jonathan R. Nebeker |
| 2022 | Real-time testing of vision-based systems for AGVs with ArUco markers. Katarzyna Filus, Lukasz Sobczak, Joanna Domanska, Adam Domanski, Rafal Cupek |
| 2022 | Recovery-Robust Inquiry to External Services from Stream Processing Application. Yuki Nishiguchi, Hiroaki Aoki, Takafumi Onishi, Julius Michaelis, Yasuhiko Kanemasa |
| 2022 | Region-based Sub-Snapshot (RegSnap): Enhanced Fault Tolerance in Distributed Stream Processing with Partial Snapshot. Takdir, Hiroyuki Kitagawa, Toshiyuki Amagasa |
| 2022 | Regional Immersive Light Guidance in a Digital Twin System for Tunnel Traffic. Hongrui Zhao, Yuxi Jiang, Yining Wang |
| 2022 | Regression Yield Analysis for Semiconductor Manufacturing Based on Fabrication Conditions. Youjin Lee, Yonghan Roh |
| 2022 | Regression-based Optimizer Statistics generation based on q-error. Parag Paul, Wenlu Wang, Haiquan Chen, Wei-Shinn Ku |
| 2022 | Relationship between environmental management efforts and corporate performance. Hiroshi Sugeno, Aki-Hiro Sato |
| 2022 | Rental NFT Protocol With Advanced Rewards Splitting. Andrew Kirillov, Abrar Rahman, Ayush Aggarwal |
| 2022 | Representation Learning on Graphs to Identifying Circular Trading in Goods and Services Tax. Priya Mehta, Sanat Bhargava, K. Sandeep Kumar, Ravi Kumar, Ch. Sobhan Babu |
| 2022 | Residual value prediction using deep learning. Edvin Listo Zec, Olof Mogren, Ann-Charlotte Mellquist, Sarah Fallahi, Peter Algurén |
| 2022 | Residual-Quantile Adjustment for Adaptive Training of Physics-informed Neural Network. Jiayue Han, Zhiqiang Cai, Zhiyou Wu, Xiang Zhou |
| 2022 | Resource Efficient Profiling of Spatial Variability in Performance of Regression Models. Caleb Carlson, Menuka Warushavithana, Saptashwa Mitra, Kassidy Barram, Sudipto Ghosh, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara |
| 2022 | Restaurant Sales Forecasting with Feature Interaction-learning Mechanism-based Neural Network Model. Xin Yang, Tetsuya Tsuboi, Keisuke Kimura, Keitarou Hangai, Maiko Shigeno |
| 2022 | Retrieving Top-N Weighted Spatial k-cliques. Ryosuke Taniguchi, Daichi Amagata, Takahiro Hara |
| 2022 | Revenue Maximization at Waterfall Auctions with Dynamic Programming. Dan Halbersberg, Matan Halevi, Moshe Salhov |
| 2022 | Review of Publically Available Health Big Data Sets. Dillon Chrimes, Chanhee Kim |
| 2022 | Revisiting LSM-Tree-Based Key-Value Stores for ZNS SSDs. Mingchen Lu, Chen Tang, Peiquan Jin |
| 2022 | Ripl: Document-Level Event Argument Extraction via Role-aware Interactive Pointer Labeling Network. Yuanzhuo Li |
| 2022 | Road Damage Detection and Classification Based on Multi-Scale Contextual Features. Lu Yang, Hualin He, Tao Liu |
| 2022 | Road Damage Detection and Classification with YOLOv7. Vung Pham, Du Nguyen, Christopher Donan |
| 2022 | Road Damage Detection for Multiple Countries. Poonam Kumari Saha, Yoshihide Sekimoto |
| 2022 | Road Damage Detection using YOLO with Image Tiling about Multi-source Images. Dongjun Jeong, Jua Kim |
| 2022 | Road Rutting Detection using Deep Learning on Images. Poonam Kumari Saha, Deeksha Arya, Ashutosh Kumar, Hiroya Maeda, Yoshihide Sekimoto |
| 2022 | Robust Learning with Noisy Label Detection and Counterfactual Correction. Wenting Qi, Charalampos Chelmis |
| 2022 | Robust Personalized Federated Learning under Demographic Fairness Heterogeneity. Alycia N. Carey, Wei Du, Xintao Wu |
| 2022 | Robust Stochastic Bandit algorithms to defend against Oracle attack using Sample Dropout. Jayanth Yetukuri, Yang Liu |
| 2022 | Robust Text CAPTCHAs Using Adversarial Examples. Rulin Shao, Zhouxing Shi, Jinfeng Yi, Pin-Yu Chen, Cho-Jui Hsieh |
| 2022 | Robust and Resource-efficient Machine Learning Aided Viewport Prediction in Virtual Reality. Yuang Jiang, Konstantinos Poularakis, Diego Kiedanski, Sastry Kompella, Leandros Tassiulas |
| 2022 | Role-Oriented Dynamic Network Embedding. Ting Pan, Wenjun Wang, Minglai Shao, Yueheng Sun, Pengfei Jiao |
| 2022 | Rule-based Quantification to Identify Crucial Power System Components for Mitigating Disaster Impact. Anika Tabassum, Nils M. Stenvig, Sangkeun Lee, Supriya Chinthavali |
| 2022 | Ruya: Memory-Aware Iterative Optimization of Cluster Configurations for Big Data Processing. Jonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao |
| 2022 | SCM-VAE: Learning Identifiable Causal Representations via Structural Knowledge. Aneesh Komanduri, Yongkai Wu, Wen Huang, Feng Chen, Xintao Wu |
| 2022 | SETN: Stock Embedding Enhanced with Textual and Network Information. Takehiro Takayanagi, Hiroki Sakaji, Kiyoshi Izumi |
| 2022 | SFPAD: Sentiment-driven Firm Pricing Anomaly Detection Algorithm and Application. Senyuan Zheng, Vincent C. S. Lee, Zhaolin Guan |
| 2022 | SG-CF: Shapelet-Guided Counterfactual Explanation for Time Series Classification. Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi |
| 2022 | SHCN: Self-supervised General Hypergraph Clustering Network. Mengran Li, Xinglin Piao, Yong Zhang, Yongli Hu, Baocai Yin |
| 2022 | SIMCal: A High-Performance Toolkit For Calibrating Traffic Simulation. Toan V. Tran, Seyedmehdi Khaleghian, Junxuan Zhao, Mina Sartipi |
| 2022 | SQ2SV: Sequential Queries to Sequential Videos retrieval. Injin Paek, Nayoung Choi, Seongjin Ha, Yuheun Kim, Min Song |
| 2022 | SSAAM: Sentiment Signal-based Asset Allocation Method with Causality Information. Rei Taguchi, Hiroki Sakaji, Kiyoshi Izumi |
| 2022 | STCD: A Spatio-Temporal Causal Discovery Framework for Hydrological Systems. Paras Sheth, Reepal Shah, John Sabo, K. Selçuk Candan, Huan Liu |
| 2022 | Saisiyat Is Where It Is At! Insights Into Backdoors And Debiasing Of Cross Lingual Transformers For Named Entity Recognition. Ricardo A. Calix, J. J. Ben-Joseph, Nina Lopatina, Ryan Ashley, Mona Gogia, George Sieniawski, Andrea Brennen |
| 2022 | SandPiper: A Cost-Efficient Adaptive Framework for Online Recommender Systems. Prashanth Thinakaran, Kanak Mahadik, Jashwant Raj Gunasekaran, Mahmut Taylan Kandemir, Chita R. Das |
| 2022 | ScaDLES: Scalable Deep Learning over Streaming data at the Edge. Sahil Tyagi, Martin Swany |
| 2022 | Scalable Forecasting in Sensor Networks with Graph Convolutional LSTM Models. Massimiliano Altieri, Roberto Corizzo, Michelangelo Ceci |
| 2022 | Scalable Household Identification using Mobile Engagement Data - A Weighted Two-Mode Network Approach. Vishnu Gowthem Thangaraj, Sangaralingam Kajanan, Nisha Verma, Sinuo Chen, Anindya Dutta |
| 2022 | Scalable Learning with Incremental Probabilistic PCA. Boshi Wang, Adrian Barbu |
| 2022 | Scalable Parallel Machine Learning Computing a Summarization Matrix with SQL Queries. Carlos Ordonez |
| 2022 | Scalable Tensors for Big Data Analytics. Leonidas Fegaras, Tanvir Ahmed Khan, Md Hasanuzzaman Noor, Tanzima Sultana |
| 2022 | Scalable and Accurate Density-Peaks Clustering on Fully Dynamic Data. Daichi Amagata |
| 2022 | Scene Text Recognition with Heuristic Local Attention. Tianlong Ma, Xiangcheng Du, Yanlong Wang, Xiutao Cui |
| 2022 | SciFoodNER: Food Named Entity Recognition for Scientific Text. Gjorgjina Cenikj, Gasper Petelin, Barbara Korousic-Seljak, Tome Eftimov |
| 2022 | Secure Implementation of Artificial Intelligence Applications for Anti-Money Laundering using Confidential Computing. Richard Searle, Prabhanjan Gururaj, Anubhav Gupta, Kiran Kannur |
| 2022 | Secure Multi-party kNN Search in Large-scale Spatial Data Federation. Yuanyuan Zhang, Yexuan Shi, Nan Zhou, Yi Xu, Ke Xu |
| 2022 | Securing Pseudonym Schemes for Vehicular Privacy. Md Hasan, Hoda Maleki, Gagan Agrawal |
| 2022 | Self-Supervised Person Re-Identification with Channel-Wise Transformer. Zian Ye, Chaoqun Hong, Zhiqiang Zeng, Weiwei Zhuang |
| 2022 | Self-supervised Hypergraph Representation Learning. Boxin Du, Changhe Yuan, Robert A. Barton, Tal Neiman, Hanghang Tong |
| 2022 | Semantic Dietary Personalization for Chronic Disease Management. Changhyub Woo, Byunghyun Kim, Jaehun Lee, Buhwan Jeong, Jinwoo Song, Carlo Allocca, Rohit Ail |
| 2022 | Semantic Segmentation Approaches in Crop Row Detection. Rashed Doha, Mohammad Al Hasan, Sohel Anwar |
| 2022 | Semantic Similarity Analysis between Future Topics and Their Neighbors in Topic Networks for Network-based Topic Evolution. Sukhwan Jung, Aviv Segev |
| 2022 | Semantic-based Attention model for Hospital Readmission Prediction. Sea Jung Im, Yue Xu, Jason Watson |
| 2022 | Semi-supervised Embedding for Scalable and Accurate Time Series Clustering. Andrew Hill, Russell Bowler, Katerina J. Kechris, Farnoush Banaei Kashani |
| 2022 | Sensing Multi-modal Mobility Patterns: A Case Study of Helsinki using Bluetooth Beacons and a Mobile Application. Zhiren Huang, Alonso Espinosa Mireles de Villafranca, Charalampos Sipetas |
| 2022 | Sentiment Analysis of Political Posts on Hong Kong Local Forums Using Fine-Tuned mBERT. Guanrong Li, Ziwei Wang, Minzhu Zhao, Yunya Song, Liang Lan |
| 2022 | Sequential Anomaly Detection with Local and Global Explanations. He Cheng, Depeng Xu, Shuhan Yuan |
| 2022 | Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer. Ziwei Fan, Zhiwei Liu, Chen Wang, Peijie Huang, Hao Peng, Philip S. Yu |
| 2022 | Shape-based Evaluation of Epidemic Forecasts. Ajitesh Srivastava, Satwant Singh, Fiona Lee |
| 2022 | Shapelet-based Temporal Association Rule Mining for Multivariate Time Series Classification. Omar Bahri, Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi |
| 2022 | Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. Matthew Caron |
| 2022 | Siamese Neural Networks for Skin Cancer Classification and New Class Detection using Clinical and Dermoscopic Image Datasets. Michael Luke Battle, Amir Atapour-Abarghouei, Andrew Stephen McGough |
| 2022 | Signed Ego Network Model and its Application to Twitter. Jack Tacchi, Chiara Boldrini, Andrea Passarella, Marco Conti |
| 2022 | Significant Digits: Using Large-Scale Blockchain Data to Predict Fraudulent Addresses. Jared Gridley, Oshani Seneviratne |
| 2022 | Similarity Analysis of Order Trajectory for Hospital Management. Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano |
| 2022 | Similarity-based Historical Input Selection to Predict Irregular Holiday Traffics in Real-time. Pooreumoe Kim, Jungsoo Park, Seungyoun Lee, Jungmin Kim |
| 2022 | Simple and Efficient Identification of Personally Identifiable Information on a Public Website. Caitlin Brown, Charles Morisset |
| 2022 | Simulating Fake News Dissemination on Twitter with Multivariate Hawkes Processes. Yichen Jiang, Michael D. Porter |
| 2022 | Skew-Symmetric Adjacency Matrices for Clustering Directed Graphs. Koby Hayashi, Sinan G. Aksoy, Haesun Park |
| 2022 | Smardy: Zero-Trust FAIR Marketplace for Research Data. Ion-Dorinel Filip, Cosmin Ionite, Alba González-Cebrián, Mihaela Balanescu, Ciprian Dobre, Adriana E. Chis, Dave Feenan, Adrian-Alexandru Buga, Ioan-Mihai Constantin, George Suciu, George V. Iordache, Horacio González-Vélez |
| 2022 | Smart Grid monitoring through Deep Learning for Image-based Automatic Dial Meter Reading. Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2022 | Smart System for Multi-Cloud Pathways. Indervir Singh Banipal, Shubhi Asthana |
| 2022 | Soccer Analysis based on Markov Chain and PCA. Kangmin Kim, Sangwhan Cha |
| 2022 | Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman, Fan Wu, Alfredo Cuzzocrea |
| 2022 | Solar Irradiance Prediction Using Transformer-based Machine Learning Models. Ayda Demir, Luis Felipe Gutiérrez, Akbar Siami Namin, Stephen B. Bayne |
| 2022 | Some Issues on Empirical Experiments and Ethical Rules for Knowledge Engineering Research in Interdisciplinary Fields. Munehiko Sasajima |
| 2022 | Some Results on Optimal Octonion-Field Locally Repairable Codes of Distance 3 and 4. Jieying Liu, Guojun Han, Hanxu Hou |
| 2022 | Source Localization and Bayesian leak magnitude inference of sparse wireless sensor data to detect fugitive methane leak. Siddesh Nageswaran, Ramachandran Muralidhar, Theodore G. van Kessel, Levente J. Klein |
| 2022 | Sparse Spatio-Temporal Neural Network for Large-Scale Forecasting. Eamon Bracht, Volodymyr V. Kindratenko, Robert J. Brunner |
| 2022 | Spatial Attention Based Grid Representation Learning For Predicting Origin-Destination Flow. Mingfei Cai, Yanbo Pang, Yoshihide Sekimoto |
| 2022 | Spatial Clustering Method of Historical AIS Data for Maritime Traffic Routes Extraction. Lubna Eljabu, Mohammad Etemad, Stan Matwin |
| 2022 | Spatial Density-based User Identity Linkage across Social Networks. Hui Xue, Bo Sun, Weixuan Mao, Jianjun Lin, Yijing Zhang, Xiaoyu Liu, Xiaodu Yang, Ziqian Chen |
| 2022 | Spatio-Temporal Based Architecture Topology Search for Multivariate Time Series Prediction. Xinqi Lyu, Yibo Chen, Jiamin Chen, Xiangyue Liu, Jianliang Gao |
| 2022 | Spatiotemporal Interpolation of Ungauged River Discharge via Deep Kernel Learning. Refaldi I. D. Putra, Tatsuya Ishikawa, Michiaki Tatsubori |
| 2022 | Stable Topological Feature Vectors via Hermite Function Expansion on Persistence Curves. Yu-Min Chung |
| 2022 | Standardization on Bias in Artificial Intelligence as Industry Support. Ewelina Szczekocka, Christèle Tarnec, Janusz Pieczerak |
| 2022 | Star-Bridge: a topological multidimensional subgraph analysis to detect fraudulent nodes and rings in telecom networks. Pedro Fidalgo, Rui J. Lopes, Christos Faloutsos |
| 2022 | Stereotype and Categorical Bias Evaluation via Differential Cosine Bias Measure. Sudhashree Sayenju, Ramazan Aygun, Bill Franks, Sereres Johnston, George Lee, Girish Modgil |
| 2022 | Storage Capacity Prediction using Population Analytics. Umesh Deshpande, Thanh Pham |
| 2022 | Store Congestion Forecast under the Pandemic using Point of Sales Statistics. Masahiro Bessho, Ken Sakamura |
| 2022 | Stream data clustering for engineering applications a use case of autonomous guided vehicles. Tomasz Steclik, Rafal Cupek, Marek Drewniak |
| 2022 | Stream2Graph: Dynamic Knowledge Graph for Online Learning Applied in Large-scale Network. Mariam Barry, Albert Bifet, Raja Chiky, Saad El Jaouhari, Jacob Montiel, Aissa El Ouafi, Eric Guerizec |
| 2022 | StreamFlow: A System for Summarizing and Learning Over Industrial Big Data Streams. Mariam Barry, Saad El Jaouhari, Albert Bifet, Jacob Montiel, Eric Guerizec, Raja Chiky |
| 2022 | Study on Statistical Analysis of Post-Earthquake Road Use Recovery and Its Application. Jieling Wu, Mitsugu Saito |
| 2022 | Sub-Sequence Graph Representation Learning on High Variability Data for Dynamic Risk Prediction in Critical Care. Ankur Teredesai, Sijin Huang, Tucker Stewart, Juhua Hu, Armaan Thakker, Katherine Stern, Grant E. O'Keefe |
| 2022 | Swin-TCNet: A vision transformer-based method for automated chromosomal object detection. Chih-En Kuo, Chien-Hsing Lu, Li-Yuan Huang |
| 2022 | System and Method on Order Management Using Neural Networks and Risk Modeling. Shubhi Asthana, Bing Zhang, Pawan Chowdhary, Taiga Nakamura |
| 2022 | Systematic Analysis of Public Transit Data Availability in Canada. Kevin Dick, Azizul Hasan, Jamil Dergham, A. J. Clarke, Hoda Khalil, Gabriel A. Wainer |
| 2022 | Systematic Discovery of Bias in Data. John Wamburu, Girmaw Abebe Tadesse, Celia Cintas, Adebayo Oshingbesan, Tanya Akumu, Skyler Speakman |
| 2022 | Systematic MDS Array Codes Correcting a Single Criss-Cross Error with Lower Update Complexity. Lin Zou, Hanxu Hou, Xiaoan Zhou |
| 2022 | TAED: Topic-Aware Event Detection. Yan Liang, Christan Grant |
| 2022 | TDTA: A New Hybrid Framework for Long-term Forecasting of Container Volume. Dohee Kim, Hyerim Bae |
| 2022 | Tab-HGNN: Learning Column Representation with Heterogeneous Graph Neural Network for Web Table Interpretation. Xingyu Su, Yanyan Shen |
| 2022 | Targeted Mining of Rare High-Utility Patterns. Peifeng Zhang, Jiahui Chen, Shicheng Wan, Wensheng Gan |
| 2022 | Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet. Parshin Shojaee, Yingyan Zeng, Muntasir Wahed, Avi Seth, Ran Jin, Ismini Lourentzou |
| 2022 | Teachable Insights from Working with The Mary Eliza Project for Gastronomy Students Working with Data. Laura Kitchings |
| 2022 | Teachers in Social Media: A Gender-aware Behavior Analysis. Hamid Karimi, Kaitlin Torphy Knake, Kenneth A. Frank |
| 2022 | Temporal Adaptive Aggregation Network for Dynamic Graph Learning. Man Wu, Xingquan Zhu |
| 2022 | Temporal Data Mining in AI-based Patient Navigation Service. Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada |
| 2022 | Temporal Graph Representation Learning via Maximal Cliques. Shima Khoshraftar, Aijun An, Nastaran Babanejad |
| 2022 | Tensor-based Approach to Big Data Processing and Machine Learning. Maciej Bartoszuk, Jaroslaw Litwin, Mateusz Wnuk, Dominik Slezak |
| 2022 | Text Generation to Aid Depression Detection: A Comparative Study of Conditional Sequence Generative Adversarial Networks. M. L. Tlachac, Walter Gerych, Kratika Agrawal, Benjamin Litterer, Nicholas Jurovich, Saitheeraj Thatigotla, Jidapa Thadajarassiri, Elke A. Rundensteiner |
| 2022 | Text Spotting in Natural Scenes Based on Feature Pyramid Neural Network. Chien-Kang Huang, Guojhen Liou |
| 2022 | TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs. Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos |
| 2022 | The Analysis and Development of an XAI Process on Feature Contribution Explanation. Jun Huang, Zerui Wang, Ding Li, Yan Liu |
| 2022 | The Arquive of Tatuoca Magnetic Observatory Brazil: from paper to intelligent bytes. Cristian Berrío-Zapata, Ester Ferreira da Silva, Mayara Costa Pinheiro, Vinicius Augusto Carvalho de Abreu, Cristiano Mendel Martins, Mario Augusto Gongora, Kelso Dunman |
| 2022 | The Data Recovery Service in NoSQL. Chia-Ping Tsai, Hung-Chang Hsiao, Yu-Chen Lai |
| 2022 | The Dimensional Analysis of Data Flow Programs That Include Multidimensional and User-Defined Functions. Abdulmonem I Shennat, William W. Wadge, Alex Kuo |
| 2022 | The Dynamics of Ukraine-Russian Conflict through the Lens of Demographically Diverse Twitter Data. Salim Sazzed |
| 2022 | The Future of Extreme Weather Events - Advanced Machine Learning and Artificial Intelligence for Democratic Institution preparedness and enhanced National Food Security! Chandrasekar Vuppalapati, Anitha Ilapakurti, Sandhya Vissapragada, Vanaja Mamaidi, Sharat Kedari, Raja Vuppalapati, Santosh Kedari, Jaya Vuppalapati |
| 2022 | The Impact of COVID-19 on Human Mobility: A Case Study on New York. Xinchen Hao, Renhe Jiang, Jiewen Deng, Xuan Song |
| 2022 | The Impact of Multicore CPUs on Eco-Friendly Query Processors in Big Data Warehouses. Ayoub Bouhatous, Ladjel Bellatreche, El Hassan Abdelwahed, Carlos Ordonez |
| 2022 | The Lannion report on Big Data and Security Monitoring Research. Laurent d'Orazio, Jalil Boukhobza, Omer F. Rana, Juba Agoun, Le Gruenwald, Hervé Rannou, Elisa Bertino, Mohand-Saïd Hacid, Taofik Saïdi, Georges Bossert, Van Long Nguyen Huu, Dimitri Tombroff, Makoto Onizuka |
| 2022 | The forecast of the AGV battery discharging via the machine learning methods. Olena Pavliuk, Tomasz Steclik, Piotr Biernacki |
| 2022 | The impact of product descriptions on customers' trust in sellers and purchase intention. Yi Sun, Yukio Ohsawa |
| 2022 | The relationship between Twitter sentiment and mobility during the COVID-19 pandemic. Yoshiyuki Suimon, Hiroto Tanabe, Kiyoshi Izumi |
| 2022 | Thematic Geo-Density Heatmapping for Walking Tourism Analytics using Semi-Ready GPS Trajectories. Iori Sasaki, Masatoshi Arikawa, Min Lu, Ryo Sato |
| 2022 | Thick Data Techniques for Identifying Abnormality in Video Frames for Wireless Capsule Endoscopy. Jinan Fiaidhi, Sabah Mohammed, Petros Zezos |
| 2022 | Threat Miner - A Text Analysis Engine for Threat Identification Using Dark Web Data. Nathan Deguara, Junaid Arshad, Anum Paracha, Muhammad Ajmal Azad |
| 2022 | Threat Modeling for Machine Learning-Based Network Intrusion Detection Systems. Huda Ali Alatwi, Charles Morisset |
| 2022 | Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation. Xiaohan Li, Yuqing Liu, Zheng Liu, Philip S. Yu |
| 2022 | TimeKit: A Time-series Forecasting-based Upgrade Kit for Collaborative Filtering. Seoyoung Hong, Minju Jo, Seungji Kook, Jaeeun Jung, Hyowon Wi, Noseong Park, Sung-Bae Cho |
| 2022 | To test, or not to test: A proactive approach for deciding complete performance test initiation. Omar Javed, Prashant Singh, Giles Reger, Salman Toor |
| 2022 | Toward Data Cleaning with a Target Accuracy: A Case Study for Value Normalization. Adel Ardalan, Derek Paulsen, Amanpreet Singh Saini, Walter Cai, AnHai Doan |
| 2022 | Toward High-Resolution Regional Atmospheric Reanalysis for Japan: An Overview of the ClimCORE Project. Hisashi Nakamura, Kenichi Kuma, Kazutoshi Onogi, Takafumi Miyasaka, Yasutaka Makihara, Junichi Ishida, Makoto Iida |
| 2022 | Toward the Utilization of Artificial Intelligence in Life Sciences: A Voluntary Medical Data Provisioning Model. Masanori Fujita, Ayato Kitadai, Koichi Sumikura, Nariaki Nishino |
| 2022 | Towards Advanced Monitoring for Scientific Workflows. Jonathan Bader, Joel Witzke, Soeren Becker, Ansgar Lößer, Fabian Lehmann, Leon Doehler, Anh Duc Vu, Odej Kao |
| 2022 | Towards Automatic Cetacean Photo-Identification: A Framework for Fine-Grain, Few-Shot Learning in Marine Ecology. Cameron Trotter, Nick Wright, A. Stephen McGough, Matthew Sharpe, Barbara Cheney, Mònica Arso Civil, Reny Tyson Moore, Jason Allen, Per Berggren |
| 2022 | Towards Developing Face Analysis System based on PCA. Kangmin Kim, Sangwhan Cha |
| 2022 | Towards Dynamic Capture-The-Flag Training Environments For Reinforcement Learning Offensive Security Agents. Robert Andrew Chetwyn, László Erdodi |
| 2022 | Towards Guaranteeing Error Bound in DCT-based Lossy Compression. Jiaxi Chen, Aekyeung Moon, Seung Woo Son |
| 2022 | Towards Implementing Responsible AI. Conrad Sanderson, Qinghua Lu, David Douglas, Xiwei Xu, Liming Zhu, Jon Whittle |
| 2022 | Towards Normalizing The Design Phase of Data Preprocessing Pipelines For IoT Data. Amal Tawakuli, Thomas Engel |
| 2022 | Towards Robust Graph Neural Networks via Adversarial Contrastive Learning. Shen Wang, Zhengzhang Chen, Jingchao Ni, Haifeng Chen, Philip S. Yu |
| 2022 | Towards STUB 2.0: Using Graph-Based World States in Hyperledger Besu to Facilitate Distributed Transport Ticketing. Joseph D. Preece, Christopher Morris, John M. Easton |
| 2022 | Towards XAI in the SOC - a user centric study of explainable alerts with SHAP and LIME. Håkon Svee Eriksson, Gudmund Grov |
| 2022 | Towards a more Accurate and Fair SVM-based Record Linkage. Christina Makri, Alexandros Karakasidis, Evaggelia Pitoura |
| 2022 | Towards automating Numerical Consistency Checks in Financial Reports. Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa |
| 2022 | Tracking trajectories of multiple long-term conditions using dynamic patient-cluster associations. Ron Kremer, Syed Mohib Raza, Fabiola Eto, John Casement, Christian Atallah, Sarah Finer, Dennis Lendrem, Michael Barnes, Nick J. Reynolds, Paolo Missier |
| 2022 | Trade less Accuracy for Fairness and Trade-off Explanation for GNN. Yazheng Liu, Xi Zhang, Sihong Xie |
| 2022 | Traffic Congestion Prediction Using Toll and Route Search Log Data. Yuto Kosugi, Itsuki Matsunaga, Hangli Ge, Takashi Michikata, Noboru Koshizuka |
| 2022 | Trajectory-User Linking Is Easier Than You Think. Alameen Najjar, Kyle Mede |
| 2022 | Transformer-Based Hierarchical Clustering for Brain Network Analysis (Extended Abstract). Wei Dai, Hejie Cui, Xuan Kan, Ying Guo, Carl Yang |
| 2022 | Transition-Aware Multi-Activity Knowledge Tracing. Siqian Zhao, Chunpai Wang, Shaghayegh Sahebi |
| 2022 | Tree-based Text-Vision BERT for Video Search in Baidu Video Advertising. Tan Yu, Jie Liu, Yi Yang, Yi Li, Hongliang Fei, Ping Li |
| 2022 | Trie-based Output Space Itemset Sampling. Lamine Diop, Cheikh Talibouya Diop, Arnaud Giacometti, Arnaud Soulet |
| 2022 | Trip Destination Prediction by Cross-City Exploratory Data Analysis Approach in People Flow Data. Ryoichi Kojima, Roberto Legaspi, Shinya Wada |
| 2022 | Trip Destination Prediction with Candidate Retrieval and Negative Sampling : IEEE BigData Cup 2022: Trip Destination Prediction. KaiShen Tseng |
| 2022 | Trustworthy Distributed Deep Neural Network Training in an Edge Device Network. Sudipta Saha Shubha, Haiying Shen |
| 2022 | Truth or Fiction: Multimodal Learning Applied to Earnings Calls. Jamshed Kaikaus, Jessen L. Hobson, Robert J. Brunner |
| 2022 | TweetDIS: A Large Twitter Dataset for Natural Disasters Built using Weak Supervision. Ramya Tekumalla, Juan M. Banda |
| 2022 | Twitter Accounts Suggestion: Pipeline Technique SpaCy Entity Recognition. Shabbab Ali Algamdi, Abdullah Albanyan, Sayed Khushal Shah, Zeenat Tariq |
| 2022 | Twitter Bot Detection Through Unsupervised Machine Learning. Jeremy Wu, Eric Teng, Ziyue Cao |
| 2022 | Twitter Bot Identification: An Anomaly Detection Approach. Lulwah Alkulaib, Lei Zhang, Yanshen Sun, Chang-Tien Lu |
| 2022 | Two-Stage Sampling: A Framework for Imbalanced Classification With Overlapped Classes. Neni Alya Firdausanti, Tirana Noor Fatyanosa, Mahendra Data, Israel Mendonça, Masayoshi Aritsugi |
| 2022 | Typhon: Parallel Transfer on Heterogeneous Datasets for Cancer Detection in Computer-Aided Diagnosis. Giuseppe Cuccu, Christophe Broillet, Carolin Reischauer, Harriet Thöny, Philippe Cudré-Mauroux |
| 2022 | Uncertainty Aware Trader-Company Method: Interpretable Stock Price Prediction Capturing Uncertainty. Yugo Fujimoto, Kei Nakagawa, Kentaro Imajo, Kentaro Minami |
| 2022 | Uncertainty Visualization for Graph Coarsening. Fangfei Lan, Sourabh Palande, Michael Young, Bei Wang |
| 2022 | Uncertainty of Traffic Congestion Estimation Using Nationwide Pseudo Trip Data and Agent-Based Simulation. Aayush Tewari, Yanbo Pang, Yoshihide Sekimoto |
| 2022 | Understanding COVID-19 Vaccine Campaign on Facebook using Minimal Supervision. Tunazzina Islam, Dan Goldwasser |
| 2022 | Understanding Levels of Automation in Human-Machine Collaboration. Glaucia Melo dos Santos, Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan |
| 2022 | Unified Temporal Erasable Itemset Mining with a Lower-Bound Strategy. Tzung-Pei Hong, Jia-Xiang Li, Yu-Chuan Tsai, Wei-Ming Huang |
| 2022 | Unsupervised Learning Approaches for Construction of Malware Families. Alexis J. Jackson, Krishnendu Ghosh |
| 2022 | Urban Digital Twins for Intelligent Road Inspection. Rui Fan, Yikang Zhang, Sicen Guo, Jiahang Li, Yi Feng, Shuai Su, Yanting Zhang, Wenshuo Wang, Yu Jiang, Mohammud Junaid Bocus, Xingyi Zhu, Qijun Chen |
| 2022 | Usage-Based Decision Tree for Telco Churn Prediction. Bing Ni, Brandon Wu |
| 2022 | User-Entity Differential Privacy in Learning Natural Language Models. Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios |
| 2022 | Using Big Data and Machine Learning for Multilayered Surveillance for Healthy Food Environment and Diet. Fares Belkhiria, Jian-Yun Nie, Catherine Paquet, Raja Sengupta, Antonia Gieschen, Byomkesh Talukder, Shawn Brown, Laurette Dubé |
| 2022 | Using CNN-LSTM Model for Weather Forecasting. Michael Fan, Omar Imran, Arka Singh, Samuel A. Ajila |
| 2022 | Using Contextual Text Mining and Ontology Methods to Establish a Novel Technology Trend and Associative Analysis Framework for Sustainable Energy Development in Taiwan. Yi-Hao Hsiao, Chia-Yi Chuang, Megn-Chi Huang, Chia-Lee Yang, Jyh-Horng Wu |
| 2022 | Using GAN to Generate Malicious Samples Suitable for Binary Classifier Training. Slawomir Pioronski, Tomasz Górecki |
| 2022 | Using Generative Adversarial Networks to Simulate System Calls of Malicious Android Processes. Hamad H. Alsheraifi, Hussain M. Sajwani, Saeed M. Aljaberi, Abdelrahman A. Alblooshi, Ali H. Alhashmi, Saoud A. Sharif, Ernesto Damiani |
| 2022 | Using Graph Neural Networks to Investigate the Relationship Between the Socioeconomic Factors and Emergency Medical Service (EMS) Median Response Time in New York City. Thilanka Munasinghe, Brandon Behlendorf |
| 2022 | Using Transformers for Identification of Persuasion Principles in Phishing Emails. Bimal Karki, Faranak Abri, Akbar Siami Namin, Keith S. Jones |
| 2022 | VF2VF: Improving Precision while Maintaining Accuracy. Zhenyu Zhang, Xuebin Chen, Haogang Zhu |
| 2022 | VIMTS: Variational-based Imputation for Multi-modal Time Series. Xiaohu Zhao, Kebin Jia, Benjamin H. Letcher, Jennifer H. Fair, Yiqun Xie, Xiaowei Jia |
| 2022 | VWC-BERT: Scaling Vulnerability-Weakness-Exploit Mapping on Modern AI Accelerators. Siddhartha Shankar Das, Mahantesh Halappanavar, Antonino Tumeo, Edoardo Serra, Alex Pothen, Ehab Al-Shaer |
| 2022 | Variational Factorization Machines for Preference Elicitation in Large-Scale Recommender Systems. Jill-Jênn Vie, Tomas Rigaux, Hisashi Kashima |
| 2022 | Vehicle orientation detection based on synthetic data with image-to-image translation and domain adaptation. Nguyen Thanh Thien |
| 2022 | Vehicle re-identification and trajectory reconstruction using multiple moving cameras in the CARLA driving simulator. Ashutosh Kumar, Takehiro Kashiyama, Hiroya Maeda, Fan Zhang, Hiroshi Omata, Yoshihide Sekimoto |
| 2022 | Verification of Sparsity in the Attention Mechanism of Transformer for Anomaly Detection in Multivariate Time Series. Chihiro Maru, Boris Brandherm, Ichiro Kobayashi |
| 2022 | Visual Analytics System of Comprehensive Data Quality Improvement for Machine Learning using Data- and Process-driven Strategies. Hyein Hong, Sangbong Yoo, Yejin Jin, Chanyoung Yoon, Soobin Yim, SeokHwan Choi, Yun Jang |
| 2022 | Visual Attributes of Thumbnails in Predicting Top YouTube Brand Channels: A Machine Learning Approach. Haeun Jang, Seungho Kim, Jongseok Jeon, JooHee Oh |
| 2022 | Visualizing and Querying Large-scale Structured Datasets by Learning Multi-layered 3D Meta-Profiles. Michael N. Gubanov, Anna Pyayt, Sophie Pavia |
| 2022 | WaveNets: Wavelet Channel Attention Networks. Hadi Salman, Caleb Parks, Shi Yin Hong, Justin Zhan |
| 2022 | Where did you tweet from? Inferring the origin locations of tweets based on contextual information. Rabindra Lamsal, Aaron Harwood, Maria Rodriguez Read |
| 2022 | Wikidata-lite for Knowledge Extraction and Exploration. Phuc Nguyen, Hideaki Takeda |
| 2022 | Word Phrase Analysis of High-frequency Ngrams in the Large-scale Korean Law Corpus. Seung-Shik Kang, Sangmo Lee, Minhaeng Lee |
| 2022 | Workflow for Domain- and Task-Sensitive Curation of Knowledge Graphs, with Use Case of DRKG. Kara Schatz, Daniel R. Korn, Alexander Tropsha, Rada Chirkova |
| 2022 | Workload Prediction for Adaptive Approximate Query Processing. Hamid Shahrivari, Odysseas Papapetrou, George Fletcher |
| 2022 | YOLO with High Dataset Augmentation for Vehicle Class and Orientation Detection. Jakub Pokrywka |
| 2022 | Yahoo! Bousai Crowd Data: A Large-Scale Crowd Density and Flow Dataset in Tokyo and Osaka. Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki |
| 2022 | bigg2vec: Fast and Memory-Efficient Representation Learning for Billion-Scale Graphs on a Single Machine. Mangesh Bendre, Mahashweta Das, Vineeth Rakesh, Fei Wang, Hao Yang |
| 2022 | iFiG: Individually Fair Multi-view Graph Clustering. Yian Wang, Jian Kang, Yinglong Xia, Jiebo Luo, Hanghang Tong |
| 2022 | splitDyn: Federated Split Neural Network for Distributed Edge AI Applications. Tran Anh Khoa, Do-Van Nguyen, Minh-Son Dao, Koji Zettsu |
| 2022 | to Protect the Public Opinion Against New Types of Bots? Jan Ludwig Reubold, Stephan Escher, Christian Wressnegger, Thorsten Strufe |