| 2020 | 7th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2020, Sydney, Australia, October 6-9, 2020 Geoffrey I. Webb, Zhongfei Zhang, Vincent S. Tseng, Graham Williams, Michalis Vlachos, Longbing Cao |
| 2020 | A Distance Metric for Sets of Events. Raphael Sahann, Claudia Plant, Torsten Möller |
| 2020 | A Graph Convolutional Encoder and Decoder Model for Rumor Detection. Hongbin Lin, Xi Zhang, Xianghua Fu |
| 2020 | Accurately Quantifying a Billion Instances per Second. Waqar Hassan, André Gustavo Maletzke, Gustavo E. A. P. A. Batista |
| 2020 | Active Learning of SVDD Hyperparameter Values. Holger Trittenbach, Klemens Böhm, Ira Assent |
| 2020 | Active Sampling for Learning Interpretable Surrogate Machine Learning Models. Amal Saadallah, Katharina Morik |
| 2020 | Adapting Established Text Representations for Predicting Review Sentiment in Turkish. Izel Çavusoglu, Maren Pielka, Rafet Sifa |
| 2020 | AdvPL: Adversarial Personalized Learning. Wei Du, Xintao Wu |
| 2020 | An Adaptive Utilization of Convolutional Matrix Methods of Neuron Cell Segmentation with an Application Interface to Aid the Understanding of How Memory Recall Works. Ishan Jain, Neeraj Rattehalli |
| 2020 | An Automatic Document Summarization Approach based on Fuzzy Ontology and Machine Learning. Hongfei Liu, Qian Gao |
| 2020 | Are You Human? Detecting Bots on Twitter Using BERT. David Dukic, Dominik Keca, Dominik Stipic |
| 2020 | Attributed Network Embedding with Community Preservation. Tong Huang, Lihua Zhou, Lizhen Wang, Guowang Du, Kevin Lü |
| 2020 | Automating and Analyzing Whole-Farm Carbon Models. Aditi Maheshwari, Curtis E. Dyreson, Jennifer Reeve, Vishal Sharma, Anthony Whaley |
| 2020 | Bayesian Estimation of the Effect of Television Advertising on Web Metrics. Ritwik Sinha, Shiv Kumar Saini, Moumita Sinha, David Arbour |
| 2020 | Bayesian Modeling Approach in Big Data Contexts: an Application in Spatial Epidemiology. Erick Orozco-Acosta, Aritz Adin, María Dolores Ugarte |
| 2020 | Benchmarking Network Embedding Models for Link Prediction: Are We Making Progress? Alexandru Cristian Mara, Jefrey Lijffijt, Tijl De Bie |
| 2020 | Big Data Quality Prediction on Banking Applications: Extended Abstract. Ka Yee Wong, Raymond K. Wong |
| 2020 | Block-Approximated Exponential Random Graphs. Florian Adriaens, Alexandru Mara, Jefrey Lijffijt, Tijl De Bie |
| 2020 | Body Pose and Deep Hand-shape Feature Based American Sign Language Recognition. Al Amin Hosain, Panneer Selvam Santhalingam, Parth H. Pathak, Jana Kosecká, Huzefa Rangwala |
| 2020 | Boosting Fashion Image Attributes Classification Performance with MT-GAN Training Technique. Qun Li, Changbo Hu, Keng-hao Chang, Ruofei Zhang |
| 2020 | Building Multiclass Classification Baselines for Anomaly-based Network Intrusion Detection Systems. Ajay Shah, Sophine Clachar, Manfred Minimair, Davis Cook |
| 2020 | Building up Explainability in Multi-layer Perceptrons for Credit Risk Modeling. Rudrani Sharma, Christoph Schommer, Nicolas Vivarelli |
| 2020 | CO2Vec: Embeddings of Co-Ordered Networks Based on Mutual Reinforcement. Meng-Fen Chiang, Ee-Peng Lim, Wang-Chien Lee, Philips Kokoh Prasetyo |
| 2020 | Cardea: An Open Automated Machine Learning Framework for Electronic Health Records. Sarah Alnegheimish, Najat Alrashed, Faisal Aleissa, Shahad Althobaiti, Dongyu Liu, Mansour Alsaleh, Kalyan Veeramachaneni |
| 2020 | Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network. Md. Rezaul Karim, Bharathi Raja Chakravarthi, John P. McCrae, Michael Cochez |
| 2020 | Classification Between Machine Translated Text and Original Text By Part Of Speech Tagging Representation. Nancirose Piazza |
| 2020 | Cluster Quality Analysis Using Silhouette Score. Ketan Rajshekhar Shahapure, Charles Nicholas |
| 2020 | Coordinate Descent Method for Log-linear Model on Posets. Shota Hayashi, Mahito Sugiyama, Shin Matsushima |
| 2020 | Cross-Layer Profiling of Encrypted Network Data for Anomaly Detection. Fares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby |
| 2020 | Cryptocurrencies asset pricing via machine learning: Extended abstract. Qiyu Wang |
| 2020 | Data Profiling Method for Metadata Management. Kazuhide Aikoh, Yuya Isoda, Ken Sugimoto |
| 2020 | Denoising of Magnetic Resonance Images with Deep Neural Regularizer Driven by Image Prior. Yazhou Zhu, Xiang Pan, Jing Zhu, Lihua Li, Yuan Liu |
| 2020 | DermaDetect: A novel computer vision model for an accurate diagnosis of skin conditions and rashes. Siddharth Sharma |
| 2020 | Detecting Fake News Spreaders on Twitter from a Multilingual Perspective. Inna Vogel, Meghana Meghana |
| 2020 | Detecting Protected Health Information with an Incremental Learning Ensemble: A Case Study on New Zealand Clinical Text. Balkaran Singh, Quan Sun, Yun Sing Koh, Junjae Lee, Edmond Zhang |
| 2020 | Dimensionality-adaptive k-center in sliding windows. Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci |
| 2020 | Discovering Maximal Periodic-Frequent Patterns in Very Large Temporal Databases. R. Uday Kiran, Yutaka Watanobe, Bhaskar Chaudhury, Koji Zettsu, Masashi Toyoda, Masaru Kitsuregawa |
| 2020 | Driving with Data in the Motor City: Understanding and Predicting Fleet Maintenance Patterns. Josh Gardner, Jawad Mroueh, Natalia Jenuwine, Noah Weaverdyck, Samuel Krassenstein, Arya Farahi, Danai Koutra |
| 2020 | Economic Worth-Aware Word Embeddings. Yusan Lin, Peifeng Yin, Wang-Chien Lee |
| 2020 | Efficient Frequent Subgraph Mining in Transactional Databases. Pascal Welke |
| 2020 | Embedding for Anomaly Detection on Health Insurance Claims. Jiaqi Lu, Benjamin C. M. Fung, William K. Cheung |
| 2020 | Ensemble of Hierarchical Temporal Memory for Anomaly Detection. Farzaneh Shoeleh, Masoud Erfani, Duc-Phong Le, Ali A. Ghorbani |
| 2020 | Estimating countries' peace index through the lens of the world news as monitored by GDELT. Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti |
| 2020 | Exploiting BERT with Global-Local Context and Label Dependency for Aspect Term Extraction. Qingxuan Zhang, Chongyang Shi |
| 2020 | FONDUE: Framework for Node Disambiguation Using Network Embeddings. Ahmad Mel, Bo Kang, Jefrey Lijffijt, Tijl De Bie |
| 2020 | Fair pairwise learning to rank. Mattia Cerrato, Marius Köppel, Alexander Segner, Roberto Esposito, Stefan Kramer |
| 2020 | Fake News Detection using Multilingual Evidence. Daryna Dementieva, Alexander Panchenko |
| 2020 | Generalized Isolation Forest: Some Theory and More Applications Extended Abstract. Sebastian Buschjäger, Philipp-Jan Honysz, Katharina Morik |
| 2020 | HANKE: Hierarchical Attention Networks for Knowledge Extraction in Political Science Domain. Erick Skorupa Parolin, Latifur Khan, Javier Osorio, Vito D'Orazio, Patrick T. Brandt, Jennifer S. Holmes |
| 2020 | Improving Neural Networks using Slice Models for Similar Classes. Jinwook Kim, Min-Soo Kim |
| 2020 | Improving Product Placement in Retail with Generalized High-Utility Itemsets. Chinmay Bapna, Krishna Reddy Polepalli, Anirban Mondal |
| 2020 | Improving Sentiment Analysis in Arabic and English Languages by Using Multi-Layer Perceptron Model (MLP). Maram Almaghrabi, Girija Chetty |
| 2020 | Incremental learning strategies for credit cards fraud detection: Extended abstract. Bertrand Lebichot, Gian Marco Paldino, Gianluca Bontempi, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé |
| 2020 | Information Exposure From Relational Background Knowledge on Social Media. Shuo Liu, Lisa Singh, Kevin Tian |
| 2020 | Interactive Machine Learning Tool for Clustering in Visual Analytics. Michael C. Thrun, Felix Pape, Alfred Ultsch |
| 2020 | Interpretability and Refinement of Clustering. Félix Iglesias Vázquez, Tanja Zseby, Arthur Zimek |
| 2020 | Joint Bayesian Variable Selection and Graph Estimation for Non-linear SVM with Application to Genomics Data. Wenli Sun, Changgee Chang, Qi Long |
| 2020 | Landmarks-based Blocking Method For Large-scale Entity Resolution. Samudra Herath, Matthew Roughan, Gary Glonek |
| 2020 | Learning Fair and Transferable Representations with Theoretical Guarantees. Luca Oneto, Michele Donini, Massimiliano Pontil, Andreas Maurer |
| 2020 | Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data: Extended Abstract. Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov |
| 2020 | MEE : An Automatic Metric for Evaluation Using Embeddings for Machine Translation. Ananya Mukherjee, Hema Ala, Manish Shrivastava, Dipti Misra Sharma |
| 2020 | MRSweep: Distributed In-Memory Sweep-line for Scalable Object Intersection Problems. Tilemachos Pechlivanoglou, Mahmoud Alsaeed, Manos Papagelis |
| 2020 | Machine Learning for evaluating Kaizens in Volkswagen Production System - An Industrial Case study. Akshay Thakur, Robert Beck, Sanaz Mostaghim, Daniel Großmann |
| 2020 | Matching Research Publications to the United Nations' Sustainable Development Goals by Multi-Label-Learning with Hierarchical Categories. Rui Zhang, Maéva Vignes, Ulrich Steiner, Arthur Zimek |
| 2020 | Measuring Indirect External Threat: A Time Series Sentiment Analysis of NATO Resolutions. Erik M. Fay |
| 2020 | Mix2Vec: Unsupervised Mixed Data Representation. Chengzhang Zhu, Qi Zhang, Longbing Cao, Arman Abrahamyan |
| 2020 | Modelling User Influence and Rumor Propagation on Twitter using Hawkes Processes. H. Ruda Nie, Xiuzhen Zhang, Minyi Li, Anil Dolgun, James Baglin |
| 2020 | Multimodal Multi-image Fake News Detection. Anastasia Giachanou, Guobiao Zhang, Paolo Rosso |
| 2020 | Naive Bayes Classification under Local Differential Privacy. Emre Yilmaz, Mohammad Al-Rubaie, J. Morris Chang |
| 2020 | Near-duplicated Loss for Accurate Object Localization. He Liu, Xiaocheng Yang, Huaping Liu, Tao Kong, Fuchun Sun |
| 2020 | No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series. Raphael Fischer, Nico Piatkowski, Charlotte Pelletier, Geoffrey I. Webb, François Petitjean, Katharina Morik |
| 2020 | On-Board Unit Big Data: Short-term Traffic Forecasting in Urban Transportation Networks. Giovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Daniele Raimondi, Karl Determe |
| 2020 | OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition of Large Tensors. Ekta Gujral, Evangelos E. Papalexakis |
| 2020 | Optimal Data Placement for Data-Centric Algorithms on NVM-Based Hybrid Memory. Yongping Luo, Peiquan Jin, Shouhong Wan |
| 2020 | Performance Evaluation of Low-cost PurpleAir Sensors in Ambient Air. Kabseok Ko, Seokheon Cho, Ramesh R. Rao |
| 2020 | Period Estimation For Incomplete Time Series. Lin Zhang, Petko Bogdanov |
| 2020 | Personalized Course Recommendation Based on Eye-Tracking Technology and Deep Learning. Qi Chen, Xiaomei Yu, Nan Liu, Xiaoning Yuan, Zhaojie Wang |
| 2020 | Positive Influence Maximization and Negative Influence Minimization in Signed Networks under Competitive Independent Cascade Model. Cheng-En Sung, Hao-Shang Ma, Jen-Wei Huang |
| 2020 | Practical Privacy Protection Scheme In WiFi Fingerprint-based Localization. Wenxiang Wu, Shaojing Fu, Yuchuan Luo |
| 2020 | Precision Coupon Targeting with Dynamic Customer Triage. Chuanren Liu, Wenxiang Zhu |
| 2020 | Predicting Workplace Injuries Using Machine Learning Algorithms. Divya Sukumar, Ji Zhang, Xiaohui Tao, Xin Wang, Wenbin Zhang |
| 2020 | Privacy-Preserving GWAS Computation on Outsourced Data Encrypted under Multiple Keys Through Hybrid System. Abubakar Bomai, Mohammed Shujaa Aldeen, Chuan Zhao |
| 2020 | Privacy-aware Cold-Start Recommendation based on Collaborative Filtering and Enhanced Trust. Fan Wang, Weiyi Zhong, Xiaolong Xu, Wajid Rafique, Zhili Zhou, Lianyong Qi |
| 2020 | Probability of default estimation, with a reject option. Lize Coenen, Ahmed K. A. Abdullah, Tias Guns |
| 2020 | Profiling Bots and Fake News Spreaders at PAN'19 and PAN'20 : Bots and Gender Profiling 2019, Profiling Fake News Spreaders on Twitter 2020. Juan Pizarro |
| 2020 | Profiling US Restaurants from Billions of Payment Card Transactions. Himel Dev, Hossein Hamooni |
| 2020 | Querying Influential Maximum Connected Community in Large Graphs. Yuehao Xu, Renjie Sun, Yanping Wu, Chen Chen, Xiaoyang Wang |
| 2020 | RIC-NN: A Robust Transferable Deep Learning Framework for Cross-sectional Investment Strategy. Kei Nakagawa, Masaya Abe, Junpei Komiyama |
| 2020 | Reinforcement Learning Based Test Case Prioritization for Enhancing the Security of Software. Tingting Shi, Lei Xiao, Keshou Wu |
| 2020 | Robust Multivariate Regression on Riemannian Manifolds. Sangyul Lee, Hee-Seok Oh |
| 2020 | Sequence Learning with Side Dependencies. Zhiwei Wang, Hui Liu, Gale Yan Huang, Zitao Liu |
| 2020 | SesameBERT: Attention for Anywhere. Ta-Chun Su, Hsiang-Chih Cheng |
| 2020 | Shells within Minimum Enclosing Balls. Christian Bauckhage, Michael Bortz, Rafet Sifa |
| 2020 | Simulation of misinformation spreading processes in social networks: an application with NetLogo. Emilio Sulis, Marcella Tambuscio |
| 2020 | Simultaneous Link Prediction on Unaligned Networks Using Graph Embedding and Optimal Transport. Luu Huu Phuc, Koh Takeuchi, Makoto Yamada, Hisashi Kashima |
| 2020 | Spatio-Temporal Functional Neural Networks. Aniruddha Rajendra Rao, Qiyao Wang, Haiyan Wang, Hamed Khorasgani, Chetan Gupta |
| 2020 | Stress Prediction from Head Motion. Hitoshi Kusano, Yuji Horiguchi, Yukino Baba, Hisashi Kashima |
| 2020 | The Directionality Function Defect of Performance Evaluation Method in Regression Neural Network for Stock Price Prediction. Yi Wei, Vipin Chaudhary |
| 2020 | Towards An Empirical and Theoretical Evaluation of Gradient Based Approaches for finding Kernel Minimum Enclosing Balls. Hanna Kondratiuk, Rafet Sifa |
| 2020 | Towards Privacy-Preserving Deep Learning: Opportunities and Challenges. Sheraz Ali, Muhammad Maaz Irfan, Abubakar Bomai, Chuan Zhao |
| 2020 | Traffic Flow Estimation using Probe Vehicle Data. Olga Gkountouna, Dieter Pfoser, Andreas Züfle |
| 2020 | Urban and socio-economic correlates of property prices in Dublin's area. Damien Dupré |
| 2020 | Using Data Science to Improve the Identification of Plant Nutritional Status. David Condaminet, Albrecht Zimmermann, Bastien Billiot, Bruno Crémilleux, Sylvain Pluchon |
| 2020 | Using Network Features for Credit Scoring in MicroFinance: Extended Abstract. Paulo Paraíso, Pedro Gomes, Saulo Ruiz, Luís Rodrigues, João Gama |
| 2020 | Using markup language to differentiate between reliable and unreliable news. Caireann Kennedy, Josephine Griffith |
| 2020 | Vehicle Relocation for Ride-Hailing. Joon-Seok Kim, Dieter Pfoser, Andreas Züfle |
| 2020 | Watch 'n' Check: Towards a Social Media Monitoring Tool to Assist Fact-Checking Experts. Assunta Cerone, Elham Naghizade, Falk Scholer, Devi Mallal, Russell Skelton, Damiano Spina |
| 2020 | Weakly Supervised Person Search. Lan Yan, Wenbo Zheng, Fei-Yue Wang, Chao Gou |
| 2020 | Why Should I Trust This Item? Explaining the Recommendations of any Model. Corentin Lonjarret, Céline Robardet, Marc Plantevit, Roch Auburtin, Martin Atzmueller |