| 2021 | A Framework for Statistically-Sound Customer Segment Search. | Sihem Amer-Yahia, Laure Berti-quille, Abdelouahab Chibah |
| 2021 | Reducing Unintended Bias of ML Models on Tabular and Textual Data. | Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli |
| 2021 | Extracting Invariant Features for Predicting State of Health of Batteries in Hybrid Energy Buses. | Mohammed Ghaith Altarabichi, Yuantao Fan, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk |
| 2021 | A Neural Approach for Detecting Morphological Analogies. | Safa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro |
| 2021 | NEDRL-CIM: Network Embedding Meets Deep Reinforcement Learning to Tackle Competitive Influence Maximization on Evolving Social Networks. | Khurshed Ali, Chih-Yu Wang, Mi-Yen Yeh, Cheng-Te Li, Yi-Shin Chen |
| 2021 | Time-Aware Tensor Decomposition for Sparse Tensors. | Dawon Ahn, Jun-Gi Jang, U Kang |
| 2020 | Mix2Vec: Unsupervised Mixed Data Representation. | Chengzhang Zhu, Qi Zhang, Longbing Cao, Arman Abrahamyan |
| 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 | Matching Research Publications to the United Nations' Sustainable Development Goals by Multi-Label-Learning with Hierarchical Categories. | Rui Zhang, Mava Vignes, Ulrich Steiner, Arthur Zimek |
| 2020 | Exploiting BERT with Global-Local Context and Label Dependency for Aspect Term Extraction. | Qingxuan Zhang, Chongyang Shi |
| 2020 | Period Estimation For Incomplete Time Series. | Lin Zhang, Petko Bogdanov |
| 2020 | Naive Bayes Classification under Local Differential Privacy. | Emre Yilmaz, Mohammad Al-Rubaie, J. Morris Chang |
| 2020 | Weakly Supervised Person Search. | Lan Yan, Wenbo Zheng, Fei-Yue Wang, Chao Gou |
| 2020 | Querying Influential Maximum Connected Community in Large Graphs. | Yuehao Xu, Renjie Sun, Yanping Wu, Chen Chen, Xiaoyang Wang |
| 2020 | Practical Privacy Protection Scheme In WiFi Fingerprint-based Localization. | Wenxiang Wu, Shaojing Fu, Yuchuan Luo |
| 2020 | Big Data Quality Prediction on Banking Applications: Extended Abstract. | Ka Yee Wong, Raymond K. Wong |
| 2020 | Efficient Frequent Subgraph Mining in Transactional Databases. | Pascal Welke |
| 2020 | The Directionality Function Defect of Performance Evaluation Method in Regression Neural Network for Stock Price Prediction. | Yi Wei, Vipin Chaudhary |
| 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 | Sequence Learning with Side Dependencies. | Zhiwei Wang, Hui Liu, Gale Yan Huang, Zitao Liu |
| 2020 | Cryptocurrencies asset pricing via machine learning: Extended abstract. | Qiyu Wang |
| 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 | Detecting Fake News Spreaders on Twitter from a Multilingual Perspective. | Inna Vogel, Meghana Meghana |
| 2020 | Interpretability and Refinement of Clustering. | Flix Iglesias Vzquez, Tanja Zseby, Arthur Zimek |
| 2020 | Active Learning of SVDD Hyperparameter Values. | Holger Trittenbach, Klemens Bhm, Ira Assent |