| 2020 | Optimal Probabilistic Classification in Active Class Selection. | Mirko Bunse, Dorina Weichert, Alexander Kister, Katharina Morik |
| 2020 | Virtual Sensing of Temperatures in Indoor Environments: A Case Study. | Andrea Brunello, Martin Kraft, Angelo Montanari, Federico Pittino, Andrea Urgolo |
| 2020 | Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing. | Haoyang Bi, Haiping Ma, Zhenya Huang, Yu Yin, Qi Liu, Enhong Chen, Yu Su, Shijin Wang |
| 2020 | Dissimilarity Random Forest Clustering. | Manuele Bicego |
| 2020 | Rethinking Local Community Detection: Query Nodes Replacement. | Yuchen Bian, Jun Huan, Dejing Dou, Xiang Zhang |
| 2020 | Incremental Rebalancing Learning on Evolving Data Streams. | Alessio Bernardo, Emanuele Della Valle, Albert Bifet |
| 2020 | A Hidden Challenge of Link Prediction: Which Pairs to Check? | Caleb Belth, Alican Bykakir, Danai Koutra |
| 2020 | Cold Item Recommendations via Hierarchical Item2vec. | Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein |
| 2020 | Dual-Side Auto-Encoder for High-Dimensional Time Series Segmentation. | Yue Bai, Lichen Wang, Yunyu Liu, Yu Yin, Yun Fu |
| 2020 | Unsupervised Extraction of Workplace Rights and Duties from Collective Bargaining Agreements. | Elliott Ash, Jeff Jacobs, W. Bentley MacLeod, Suresh Naidu, Dominik Stammbach |
| 2020 | Fast Automatic Feature Selection for Multi-Period Sliding Window Aggregate in Time Series. | Rui An, Xingtian Shi, Baohan Xu |
| 2020 | ViVA: Semi-supervised Visualization via Variational Autoencoders. | Sungtae An, Shenda Hong, Jimeng Sun |
| 2020 | Fast Spatial Autocorrelation. | Anar Amgalan, Lilianne R. Mujica-Parodi, Steven S. Skiena |
| 2020 | Sentiment is an Attitude not a Feeling. | Nasser Alsadhan, David B. Skillicorn |
| 2020 | Approximation algorithms for probabilistic $k$-center clustering. | Sharareh Alipour |
| 2020 | Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW. | Sara Alaee, Kaveh Kamgar, Eamonn J. Keogh |
| 2020 | Classification of Dementia Associated Disorders Using EEG based Frequent Subgraph Technique. | Abdulyekeen T. Adebisi, Venkateswarlu Gonuguntla, Ho-Won Lee, Kalyana C. Veluvolu |
| 2020 | Rebuilding Trust in Active Learning with Actionable Metrics. | Alexandre Abraham, Lo Dreyfus-Schmidt |
| 2020 | Perfect: A Hyperbolic Embedding for Joint User and Community Alignment. | Li Sun, Zhongbao Zhang, Jiawei Zhang, Feiyang Wang, Yang Du, Sen Su, Philip S. Yu |
| 2020 | Active Learning with Multi-Granular Graph Auto-Encoder. | Yi He, Xu Yuan, Nian-Feng Tzeng, Xindong Wu |
| 2020 | Open-World Class Discovery with Kernel Networks. | Zifeng Wang, Batool Salehi, Andrey Gritsenko, Kaushik R. Chowdhury, Stratis Ioannidis, Jennifer G. Dy |
| 2020 | Community Preserved Social Graph Publishing with Node Differential Privacy. | Sen Zhang, Weiwei Ni, Nan Fu |
| 2020 | Learn-Prune-Share for Lifelong Learning. | Zifeng Wang, Tong Jian, Kaushik R. Chowdhury, Yanzhi Wang, Jennifer G. Dy, Stratis Ioannidis |
| 2020 | Toward Unsupervised Graph Neural Network: Interactive Clustering and Embedding via Optimal Transport. | Liang Yang, Junhua Gu, Chuan Wang, Xiaochun Cao, Lu Zhai, Di Jin, Yuanfang Guo |
| 2020 | Robust Meta Network Embedding against Adversarial Attacks. | Yang Zhou, Jiaxiang Ren, Dejing Dou, Ruoming Jin, Jingyi Zheng, Kisung Lee |