| 2022 | Mining Valuable Fuzzy Patterns via the RFM Model. | Yanlin Qi, Fuyin Lai, Guoting Chen, Wensheng Gan |
| 2022 | Estimating the Pruned Search Space Size of Subgroup Discovery. | Lennart Purucker, Felix I. Stamm, Florian Lemmerich, Joeran Beel |
| 2022 | The Impact of Batch Learning in Stochastic Linear Bandits. | Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein |
| 2022 | Alice and the Caterpillar: A More Descriptive Null Model for Assessing Data Mining Results. | Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato |
| 2022 | On Robust Incremental Learning over Many Multilingual Steps. | Karan Praharaj, Irina Matveeva |
| 2022 | Serialized Interacting Mixed Membership Stochastic Block Model. | Gal Poux-Mdard, Julien Velcin, Sabine Loudcher |
| 2022 | A machine learning-based approach for mercury detection in marine waters. | Francesco Piccialli, Fabio Giampaolo, Vincenzo Schiano Di Cola, Federico Gatta, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Salvatore Cuomo |
| 2022 | Students Temporal Profiling and e-Learning Resources Recommendation Based on NLP's Terms Extraction. | Andr Picado, Anna Carolina Finamore, Ana Moura Santos, Cludia Antunes |
| 2022 | Physics-Informed Graph Learning. | Ciyuan Peng, Feng Xia, Vidya Saikrishna, Huan Liu |
| 2022 | Self-Attention Gated Cognitive Diagnosis For Faster Adaptive Educational Assessments. | Xiaohuan Pei, Shuo Yang, Jiajun Huang, Chang Xu |
| 2022 | Contrastive Code-Comment Pre-training. | Xiaohuan Pei, Daochang Liu, Luo Qian, Chang Xu |
| 2022 | Backpropagation-free Graph Neural Networks. | Luca Pasa, Nicol Navarin, Wolfgang Erb, Alessandro Sperduti |
| 2022 | Multi-view POI-level Cellular Trajectory Reconstruction for Digital Contact Tracing of Infectious Diseases. | Dongmin Park, Junhyeok Kang, Hwanjun Song, Susik Yoon, Jae-Gil Lee |
| 2022 | A Large-Scale Ensemble Learning Framework for Demand Forecasting. | Young-Jin Park, Donghyun Kim, Frdric Odermatt, Juho Lee, Kyung-Min Kim |
| 2022 | Empirical analysis of fairness-aware data segmentation. | Seiji Okura, Takao Mohri |
| 2022 | TGLib: An Open-Source Library for Temporal Graph Analysis. | Lutz Oettershagen, Petra Mutzel |
| 2022 | Towards Efficient Discovery of Target High Utility Itemsets. | Vincent Mwintieru Nofong, Priscilla Owiredu Okai, Hamidu Abdel-Fatao, Selasi Kwashie, Michael Bewong, John Wondoh |
| 2022 | Unsupervised DeepView: Global Uncertainty Visualization for High Dimensional Data. | Carina Newen, Emmanuel Mller |
| 2022 | Feature Extraction and Prediction of Combined Text and Survey Data using Two-Staged Modeling. | Asif Ahmed Neloy, Maxime Turgeon |
| 2022 | Graph Convolutional Neural Network based on the Combination of Multiple Heterogeneous Graphs. | Caihong Mu, Heyuan Huang, Yi Liu, Jiashen Luo |
| 2022 | Query-Efficient Target-Agnostic Black-Box Attack. | Raha Moraffah, Huan Liu |
| 2022 | Adversarial Variational Modality Reconstruction and Regularization for Zero-Day Malware Variants Similarity Detection. | Christopher Molloy, Jeremy Banks, Steven H. H. Ding, Philippe Charland, Andrew Walenstein, Litao Li |
| 2022 | Bayesian Deep Structured Semantic Model for Sub-Linear-Time Information Retrieval. | Yuji Mo, Stephen D. Scott |
| 2022 | Revisiting Link Prediction on Heterogeneous Graphs with a Multi-view Perspective. | Anasua Mitra, Priyesh Vijayan, Sanasam Ranbir Singh, Diganta Goswami, Srinivasan Parthasarathy, Balaraman Ravindran |
| 2022 | Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation. | Jingci Ming, Le Zhang, Wei Fan, Weijia Zhang, Yu Mei, Weicen Ling, Hui Xiong |