| 2022 | Simulating Spreading of Multiple Interacting Processes in Complex Networks. | Michal Czuba, Piotr Brdka |
| 2022 | What Really Drives the Spread of COVID-19 Tweets: A Revisit from Perspective of Content. | Yuwei Chuai, Yutian Chang, Jichang Zhao |
| 2022 | Incorporating neighborhood features in RNNs for popularity forecasting for emerging research fields. | Yankin Chi, Raymond K. Wong, Hongkuan Wang, John Shepherd |
| 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 | System Network Analytics: Evolution and Stable Rules of a State Series. | Animesh Chaturvedi, Aruna Tiwari, Nicolas Spyratos |
| 2022 | minOffense: Inter-Agreement Hate Terms for Stable Rules, Concepts, Transitivities, and Lattices. | Animesh Chaturvedi, Rajesh Sharma |
| 2022 | Explainable expected goal models for performance analysis in football analytics. | Mustafa Cavus, Przemyslaw Biecek |
| 2022 | Machine Unlearning Method Based On Projection Residual. | Zihao Cao, Jianzong Wang, Shijing Si, Zhangcheng Huang, Jing Xiao |
| 2022 | Power of Explanations: Towards automatic debiasing in hate speech detection. | Yi Cai, Arthur Zimek, Gerhard Wunder, Eirini Ntoutsi |
| 2022 | Reducing Missingness in a Stream through Cost-Aware Active Feature Acquisition. | Maik Bttner, Christian Beyer, Myra Spiliopoulou |
| 2022 | On Training and Verifying Robust Autoencoders. | Benedikt Bing, Emmanuel Mller |
| 2022 | Transparent Latent Space Counterfactual Explanations for Tabular Data. | Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 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 | COSTI: a New Classifier for Sequences of Temporal Intervals. | Jakub Michal Bilski, Agnieszka Jastrzebska |
| 2022 | Explaining Human Activities Instances Using Deep Learning Classifiers. | Luca Arrotta, Gabriele Civitarese, Michele Fiori, Claudio Bettini |
| 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 | SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP. | Abdallah Alabdallah, Sepideh Pashami, Thorsteinn S. Rgnvaldsson, Mattias Ohlsson |
| 2021 | ZipLine: An Optimized Algorithm for the Elastic Bulk Synchronous Parallel Model. | Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu |
| 2021 | Feature-Option-Action: A domain adaption transfer reinforcement learning framework. | Yunxiao Zhang, Xiaochuan Zhang, Tianlong Shen, Yuan Zhou, Zhiyuan Wang |
| 2021 | An Overview on Supervised Semi-structured Data Classification. | Lijun Zhang, Ning Li, Zhanhuai Li |
| 2021 | Learning User Preferences Without Feedbacks. | Wei Zhang, Chris Challis |
| 2021 | Early Classification of Time Series: Cost-based multiclass Algorithms. | Paul-Emile Zafar, Youssef Achenchabe, Alexis Bondu, Antoine Cornujols, Vincent Lemaire |
| 2021 | AssistML: A Concept to Recommend ML Solutions for Predictive Use Cases. | Alejandro Gabriel Villanueva Zacarias, Christian Weber, Peter Reimann, Bernhard Mitschang |
| 2021 | Two-Phase Multi-armed Bandit for Online Recommendation. | Cairong Yan, Haixia Han, Zijian Wang, Yanting Zhang |
| 2021 | MLife: A Lite Framework for Machine Learning Lifecycle Initialization. | Cong Yang, Wenfeng Wang, Yunhui Zhang, Zhikai Zhang, Lina Shen, Yipeng Li, John See |