| 2022 | 9th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2022, Shenzhen, China, October 13-16, 2022 Joshua Zhexue Huang, Yi Pan, Barbara Hammer, Muhammad Khurram Khan, Xing Xie, Laizhong Cui, Yulin He |
| 2022 | A Jinfeng Zhong, Elsa Negre |
| 2022 | A Convolution Quaternion-Based Inverse Relational Rotation Embedding Knowledge Representation Method. Donglin Wu, Jing Zhao, Ming Li |
| 2022 | A Fast Block-Based Feature Method for Low Cost Dynamic Objects Detection. Shuo Zhao, Zhongwen Guo, Sining Jiang, Hao Wang, Wei Jing |
| 2022 | A Knowledge Graph Link Prediction Model with Combined 1D and 2D Convolutional Embeddings. Ming Shi, Jing Zhao |
| 2022 | A Large-scale Friend Suggestion Architecture. Lin Zhang, Rui Li |
| 2022 | A Learning-based Framework for Multi-View Instance Segmentation in Panorama. Weihao Ye, Ziyang Mai, Qiudan Zhang, Xu Wang |
| 2022 | A New Baseline of Policy Gradient for Traveling Salesman Problem. Hua Yang, Ming Gu |
| 2022 | A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data Streams. Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet |
| 2022 | A Side Information Enhanced Matrix Factorization Approach via Hierarchical Generalized Linear Model. Dora D. Liu, Zhongyuan Lai, Usman Naseem |
| 2022 | A Systematical Evaluation for Next-Basket Recommendation Algorithms. Zhufeng Shao, Shoujin Wang, Qian Zhang, Wenpeng Lu, Zhao Li, Xueping Peng |
| 2022 | A Transfer Learning Framework For Annotating Implementation-Specific Corpus. Anbumunee Ponniah, Swati Agarwal, Sharanya Milind Ranka, Shashank Madhusudhan |
| 2022 | A novel real-time trajectory compression method for privacy protection. Jiachun Tao, Liang Chen, Junhua Fang |
| 2022 | ALTRec: Adversarial Learning for Autoencoder-based Tail Recommendation. Jixiong Liu, Dugang Liu, Weike Pan, Zhong Ming |
| 2022 | AMD-DBSCAN: An Adaptive Multi-density DBSCAN for datasets of extremely variable density. Ziqing Wang, Zhirong Ye, Yuyang Du, Yi Mao, Yanying Liu, Ziling Wu, Jun Wang |
| 2022 | AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavácková-Schindler, Claudia Plant |
| 2022 | Abstract Argumentation for Explainable Satellite Scheduling. Cheyenne Powell, Annalisa Riccardi |
| 2022 | Active Lifelong Anomaly Detection with Experience Replay. Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Nathalie Japkowicz |
| 2022 | Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition. Chendong Zhao, Jianzong Wang, Wenqi Wei, Xiaoyang Qu, Haoqian Wang, Jing Xiao |
| 2022 | Attention-aware Multi-hop Trust Inference in Online Social Networks. Rongwei Xu, Guanfeng Liu, Xianmei Hua, Shiqi Ye, Xuyun Zhang, Junwen Lu |
| 2022 | Attention-based Feature Fusion for Reconstructing Gene-Regulatory Interactions. Mingrong Xiang, Wei Luo, Jingyu Hou, Wenjing Tao |
| 2022 | AutoAD: an Automated Framework for Unsupervised Anomaly Detectio. Andrian Putina, Maroua Bahri, Flavia Salutari, Mauro Sozio |
| 2022 | BASS: Blockchain-Based Asynchronous SignSGD for Robust Collaborative Data Mining. Chenhao Xu, Youyang Qu, Yong Xiang, Longxiang Gao, David Smith, Shui Yu |
| 2022 | BRL: Learning behavior representations of Reversi players. Chao-Fan Pan, Fan Min, Heng-Ru Zhang, Yu Wang |
| 2022 | Blockwise Spectral Analysis for Deepfake Detection in High-fidelity Videos. He Huang, Nan Sun, Xufeng Lin |
| 2022 | CE-GAN : A Camera Image Enhancement Generative Adversarial Network for Autonomous Driving. Sining Jiang, Zhongwen Guo, Shuo Zhao, Hao Wang, Wei Jing |
| 2022 | COSTI: a New Classifier for Sequences of Temporal Intervals. Jakub Michal Bilski, Agnieszka Jastrzebska |
| 2022 | COVID-19 and Haters - A User Model Perspective. Soumitra Mehrotra, Anna Cinzia Squicciarini, Edoardo Serra, Younes Karimi |
| 2022 | Combating Mutuality with Difficulty Factors in Multi-class Imbalanced Data: A Similarity-based Hybrid Sampling. Zhong Zheng, Yuan-Ting Yan, Yiwen Zhang, Yanping Zhang |
| 2022 | Community Splitter: A Network Embedding Method for Predicting Missing Links. Shuo Wang, Ziqiang Wu, Sheng Bi, Zheng Zhang, Xiaomin Huang, Ming-Yang Zhou, Hao Liao |
| 2022 | CompanyName2Vec: Company Entity Matching based on Job Ads. Ran Ziv, Ilan Gronau, Michael Fire |
| 2022 | Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks. Yuchong Yao, Xiaohui Wang, Yuanbang Ma, Han Fang, Jiaying Wei, Liyuan Chen, Ali Anaissi, Ali Braytee |
| 2022 | Conformal transformation twin-hyperspheres for highly imbalanced data to binary classification. Jian Zheng, Hongchun Qu, Zhoni Li, Lin Li |
| 2022 | Constraint-based Sequential Rule Mining. Zhaowen Yin, Wensheng Gan, Gengsen Huang, Yongdong Wu, Philippe Fournier-Viger |
| 2022 | Cross-Dataset Evaluation of Multimodal Neural Networks for Glaucoma Diagnosis. Sauman Das, Arnav Jain, Audhav Durai, Sameer Gabbita, Aditya Vasantharao, Vishal Kotha |
| 2022 | Cross-Modal Image-Text Matching via Coupled Projection Learning Hashing. Huan Zhao, Haoqian Wang, Xupeng Zha, Song Wang |
| 2022 | DCSF: Deep Convolutional Set Functions for Classification of Asynchronous Time Series. Vijaya Krishna Yalavarthi, Johannes Burchert, Lars Schmidt-Thieme |
| 2022 | DGNN: Denoising graph neural network for session-based recommendation. Jiuqian Dai, Weihua Yuan, Chen Bao, Zhijun Zhang |
| 2022 | Depression Detection Based on Human Simple Kinematic Skeletal Data. Xiaoxuan Zhao, Qingxiang Wang |
| 2022 | Discovering Geo-referenced Periodic-Frequent Patterns in Geo-referenced Time Series Databases. Penugonda Ravikumar, R. Uday Kiran, Palla Likhitha, T. Chandrasekhar, Yutaka Watanobe, Koji Zettsu |
| 2022 | Discovering Periodicity in Locally Repeating Patterns. Alfred Krzywicki, Ashesh Mahidadia, Michael Bain |
| 2022 | Disentangling the Growth of Blockchain-based Networks by Graph Evolution Rule Mining. Alessia Galdeman, Matteo Zignani, Sabrina Gaito |
| 2022 | Domain Knowledge Enhanced Text Mining for Identifying Mental Disorder Patterns. Maryam Shahabikargar, Amin Beheshti, Amin Khatami, Ricky Nguyen, Xuyun Zhang, Hamid Alinejad-Rokny |
| 2022 | Dual Channel Hybrid Messaging-Passing Graph Convolutional Network for Recommendation. Wei Lan, Wenguang Wang |
| 2022 | Enabling Synthetic Data adoption in regulated domains. Giorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli, Federico Chesani, Davide Capuzzo |
| 2022 | Enhancing Individual Fairness through Propensity Score Matching. Hamid Karimi, Muhammad Fawad Akbar Khan, Haochen Liu, Tyler Derr, Hui Liu |
| 2022 | Enterprise Event Risk Detection Based on Supply Chain Contagion. Chuanhui Zhang, Junxiao Chen, Tao Shu, Jinghua Tan |
| 2022 | Evidence Based Pipeline for Explaining Artificial Intelligence Algorithms with Interactions. Ambreen Hanif, Amin Beheshti, Boualem Benatallah, Xuyun Zhang, Steven Wood |
| 2022 | Expect the gap: A recommender approach to estimate the absenteeism of self-monitoring mHealth app users. Miro Schleicher, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2022 | Explainable expected goal models for performance analysis in football analytics. Mustafa Cavus, Przemyslaw Biecek |
| 2022 | Explaining Human Activities Instances Using Deep Learning Classifiers. Luca Arrotta, Gabriele Civitarese, Michele Fiori, Claudio Bettini |
| 2022 | Eye Movement Attention Based Depression Detection Model. Ju Zhao, Qingxiang Wang |
| 2022 | Fast Hybrid Oracle-Explainer Approach to Explainability Using Optimized Search of Comprehensible Decision Trees. Mateusz Szczepanski, Marek Pawlicki, Rafal Kozik, Michal Choras |
| 2022 | Fast JSON parser using metaprogramming on GPU. Krzysztof Kaczmarski, Jakub Narebski, Stanislaw Piotrowski, Piotr Przymus |
| 2022 | Fast Mining RFM Patterns for Behavioral Analytics. Shicheng Wan, Jieying Deng, Wensheng Gan, Jiahui Chen, Philip S. Yu |
| 2022 | Fast Streaming Algorithms for k-Submodular Maximization under a Knapsack Constraint. Canh V. Pham, Dung K. T. Ha, Huan X. Hoang, Tan D. Tran |
| 2022 | Federated Deep Recommendation System Based on Multi-View Feature Embedding. Xinna Wang, Shunmei Meng, Yanran Chen, Qiyan Liu, Rui Yuan, Qianmu Li |
| 2022 | Few-shot Edge Classification in Graph Meta-learning. Xiaoxiao Yang, Jungang Xu |
| 2022 | Fractional SDE-Net: Generation of Time Series Data with Long-term Memory. Kohei Hayashi, Kei Nakagawa |
| 2022 | Fuzzy-Based Operational Resilience Modelling. Attiq Ur-Rehman, Joarder Kamruzzaman, Iqbal Gondal, Alireza Jolfaei |
| 2022 | GDEGAN: Graphical Discriminative Embedding GAN for tabular data. Dinh Anh Dung, Huynh Thi Thanh Binh |
| 2022 | Generating Privacy Preserving Synthetic Medical Data. Fahim Faisal, Noman Mohammed, Carson K. Leung, Yang Wang |
| 2022 | Generating Synthetic Time Series for Machine-Learning-Empowered Monitoring of Electric Motor Test Benches. Tobias Westmeier, Diego Botache, Maarten Bieshaar, Bernhard Sick |
| 2022 | Graph Attention Network for Camera Relocalization on Dynamic Scenes. Mohamed Amine Ouali, Mohamed Bouguessa, Riadh Ksantini |
| 2022 | Graph Summarization as Vertex Classification Task using Graph Neural Networks vs. Bloom Filter. Maximilian Blasi, Manuel Freudenreich, Johannes Horvath, David Richerby, Ansgar Scherp |
| 2022 | H4M: Heterogeneous, Multi-source, Multi-modal, Multi-view and Multi-distributional Dataset for Socioeconomic Analytics in the Case of Beijing. Yaping Zhao, Shuhui Shi, Ramgopal Ravi, Zhongrui Wang, Edmund Y. Lam, Jichang Zhao |
| 2022 | Heterogeneous Drift Learning: Classification of Mix-Attribute Data with Concept Drifts. Lang Zhao, Yiqun Zhang, Yuzhu Ji, An Zeng, Fangqing Gu, Xiaopeng Luo |
| 2022 | Image Classification Based on Deep Graph Convolutional Networks. Tinglong Tang, Xiaowang Chen, Yirong Wu, Shuifa Sun, Mei Yu |
| 2022 | Improving Pairwise Rank Aggregation via Querying for Rank Difference. Guoxi Zhang, Jiyi Li, Hisashi Kashima |
| 2022 | Improving Source Localization by Perturbing Graph Diffusion. Yaping Zhao, Zhongrui Wang, Edmund Y. Lam |
| 2022 | Incorporating Accuracy and Diversity in a News Recommender System. Shaina Raza, Syed Raza Bashir, Usman Naseem, Dora D. Liu, Deepak John Reji |
| 2022 | Incorporating neighborhood features in RNNs for popularity forecasting for emerging research fields. Yankin Chi, Raymond K. Wong, Hongkuan Wang, John Shepherd |
| 2022 | Interaction-aware Hypergraph Neural Networks for User Profiling. Shaojie Yan, Tao Zhao, Jinsheng Deng |
| 2022 | Inventory Purchase Recommendation for Merchants in Traditional FMCG Retail Business. Ying Li, Muhammad Daffa Robani, Victor Suciu, Joy He-Yueya |
| 2022 | Label Distribution Learning with Data Augmentation using Generative Adversarial Networks. Bin-Yuan Rong, Heng-Ru Zhang, Gui-Lin Li, Fan Min |
| 2022 | Large Scale Point Cloud Classification Base on Graph-MLP++. Zhiyong Zhang, Ruyu Liu, En Xie, Guodao Zhang |
| 2022 | Large-Scale Traffic Congestion Prediction based on Multimodal Fusion and Representation Mapping. Bodong Zhou, Jiahui Liu, Songyi Cui, Yaping Zhao |
| 2022 | MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities. Hoang H. Nguyen, Nhat-Minh Nguyen, Chunyao Xie, Zahra Ahmadi, Daniel Kudendo, Thanh-Nam Doan, Lingxiao Jiang |
| 2022 | Machine Learning Aided Minimal Sensor based Hand Gesture Character Recognition. Noorain Zaidi, Priya Kumari, Sutharshan Rajasegarar, Chandan K. Karmakar |
| 2022 | Machine Unlearning Method Based On Projection Residual. Zihao Cao, Jianzong Wang, Shijing Si, Zhangcheng Huang, Jing Xiao |
| 2022 | Mitigation of Rumours in Social Networks via Epidemic Model-based Reinforcement Learning. H. Ruda Nie, Xiuzhen Zhang, Minyi Li, Anil Dolgun |
| 2022 | Modeling the impact of external influence on green behaviour spreading in multilayer financial networks. Magdalena Ziolo, Piotr Bródka, Anna Spoz, Jaroslaw Jankowski |
| 2022 | Multi-Parameter Forecasting of Fatalities in Road Traffic Accidents. Ritam Nandi, Siddaarth Prasanna, Prajit Rajkumar |
| 2022 | Multi-aspect Matrix Factorization based Visualization of Convolutional Neural Networks. Uday Singh Saini, Evangelos E. Papalexakis |
| 2022 | Multi-instance Multi-label Learning Based on Parallel Attention and Local Label Manifold Correlation. Mei Yang, Wen-Tao Tang, Fan Min |
| 2022 | Multimodal Humor Detection Based on Cross-Modal Attention and Modal Maximum Correlation. Zhibang Quan, Tao Sun, Mengli Su, Jishu Wei |
| 2022 | Multivariate Time Series Analysis: An Interpretable CNN-based Model. Raneen Younis, Sergej Zerr, Zahra Ahmadi |
| 2022 | On Training and Verifying Robust Autoencoders. Benedikt Böing, Emmanuel Müller |
| 2022 | Online Air Pollution Inference using Concept Recurrence and Transfer Learning. Bowen Chen, Yun Sing Koh, Gillian Dobbie, Ocean Wu, Guy Coulson, Gustavo Olivares |
| 2022 | PATE: Property, Amenities, Traffic and Emotions Coming Together for Real Estate Price Prediction. Yaping Zhao, Ramgopal Ravi, Shuhui Shi, Zhongrui Wang, Edmund Y. Lam, Jichang Zhao |
| 2022 | PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition. Jianchao Lu, Yuzhe Tian, Shuang Wang, Michael Sheng, Xi Zheng |
| 2022 | Percept U-Net: Percept Attention-based Convolutional Neural Network for Atrial Fibrillation Episode Localization. Ying An, Lebing Pan, Lin Guo, Xianlai Chen, Yu Shen |
| 2022 | Positive emotions help rank negative reviews for sellers and producers in e-commerce. Di Weng, Yang Yang, Jichang Zhao |
| 2022 | Positive-Unlabeled Domain Adaptation. Jonas Sonntag, Gunnar Behrens, Lars Schmidt-Thieme |
| 2022 | Power of Explanations: Towards automatic debiasing in hate speech detection. Yi Cai, Arthur Zimek, Gerhard Wunder, Eirini Ntoutsi |
| 2022 | RL-MD: A Novel Reinforcement Learning Approach for DNA Motif Discovery. Wen Wang, Jianzong Wang, Shijing Si, Zhangcheng Huang, Jing Xiao |
| 2022 | Range-free and Level-based Localization with Malicious Node Identification in Underwater Sensor Networks. Ying Guo, Ping Ji, Jingxiang Xu, Peng Liu |
| 2022 | Reducing Missingness in a Stream through Cost-Aware Active Feature Acquisition. Maik Büttner, Christian Beyer, Myra Spiliopoulou |
| 2022 | Repeatable Pattern Mining for Accurate Subtraction of Backgrounds with Waving Objects in Underwater Videos. Junfeng Wu, Guangyan Huang, Hui Zheng, Guang-Li Huang, Yu Hu, Jing He |
| 2022 | Research on Mini-Batch Affinity Propagation Clustering Algorithm. Ziqi Xu, Yahui Lu, Yu Jiang |
| 2022 | Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations. Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa |
| 2022 | SA-FGDEM: A Self-adaptive E-Learning Performance Prediction Model. Mingtao Ye, Liping Wang, Jingran Zhang, Xin Sheng, Guodao Zhang |
| 2022 | Safe Multi-view Co-training for Semi-supervised Regression. Li-Yan Liu, Peng Huang, Fan Min |
| 2022 | Semi-automatic Data Annotation System for Multi-Target Multi-Camera Vehicle Tracking. Haohong Liao, Silin Zheng, Xuelin Shen, Mark Junjie Li, Xu Wang |
| 2022 | Semi-supervised Regression with Data Partitioning and Feature Mapping. Li-Yan Liu, Jia-hui Zhang, Fan Min |
| 2022 | Separating Storage and Compute with the Databricks Lakehouse Platform. Deeptaanshu Kumar, Suxi Li |
| 2022 | Simulating Spreading of Multiple Interacting Processes in Complex Networks. Michal Czuba, Piotr Bródka |
| 2022 | Streamlining models with explanations in the learning loop. Francesco Lomuscio, Paolo Bajardi, Alan Perotti, Elvio G. Amparore |
| 2022 | SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP. Abdallah Alabdallah, Sepideh Pashami, Thorsteinn S. Rögnvaldsson, Mattias Ohlsson |
| 2022 | System Network Analytics: Evolution and Stable Rules of a State Series. Animesh Chaturvedi, Aruna Tiwari, Nicolas Spyratos |
| 2022 | The identification of cancer lesions in mammography images with missing pixels: analysis of morphology. Joana Cristo Santos, Pedro Henriques Abreu, Miriam Seoane Santos |
| 2022 | The min-timespan parallel technician-and-drone scheduling in door-to-door sampling service system. Pham Phu Manh, Tran Thi Hue, Huynh Thi Thanh Binh, Nguyen Khanh Phuong |
| 2022 | TiSA: a Time Interval Aware Self-Attention model for Popularity Prediction on Social Networks. Xiang Zeng, Yujia Liu, Xin Song, Yingdan Shang, Bin Zhou |
| 2022 | Towards ℓ1 Regularization for Deep Neural Networks: Model Sparsity Versus Task Difficulty. Ta-Chun Shen, Chun-Pai Yang, Ian En-Hsu Yen, Shou-De Lin |
| 2022 | Tracing Patterns in Electrophysiological Time Series Data. Jan David Hüwel, Anne Gresch, Fabian Berns, Ruben Koch, Martina Düfer, Christian Beecks |
| 2022 | Transparent Latent Space Counterfactual Explanations for Tabular Data. Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2022 | Understanding Stay-at-home Attitudes through Framing Analysis of Tweets. Zahra Fatemi, Abari Bhattacharya, Andrew Wentzel, Vipul Dhariwal, Lauren Levine, Andrew Rojecki, G. Elisabeta Marai, Barbara Di Eugenio, Elena Zheleva |
| 2022 | Unsupervised Instance and Subnetwork Selection for Network Data. Lin Zhang, Nicholas Moskwa, Melinda Larsen, Petko Bogdanov |
| 2022 | What Really Drives the Spread of COVID-19 Tweets: A Revisit from Perspective of Content. Yuwei Chuai, Yutian Chang, Jichang Zhao |
| 2022 | Why is the prediction wrong? Towards underfitting case explanation via meta-classification. Sheng Zhou, Pierre Blanchart, Michel Crucianu, Marin Ferecatu |
| 2022 | minOffense: Inter-Agreement Hate Terms for Stable Rules, Concepts, Transitivities, and Lattices. Animesh Chaturvedi, Rajesh Sharma |