| 2022 | Automated construction of an Object-Oriented Bayesian Network (OOBN) Class Hierarchy. | Md. Samiullah, Ann E. Nicholson, David W. Albrecht |
| 2022 | Learning Optimal Fair Scoring Systems for Multi-Class Classification. | Julien Rouzot, Julien Ferry, Marie-Jos Huguet |
| 2022 | scikit-fda: Computational Tools for Machine Learning with Functional Data. | Carlos Ramos-Carreo, Jos Luis Torrecilla, Yujian Hong, Alberto Surez |
| 2022 | MFSE: A Meta-Fusion Model for Polypharmacy Side-Effect Prediction with Graph Neural Networks. | Angelos Ragkousis, Olga Flogera, Vasileios Megalooikonomou |
| 2022 | Enriching Smart Cities by Optimizing Electric Vehicle Ride-Sharing through Game Theory. | Darko Radakovic, Anuradha Singh, Aparna S. Varde, Pankaj Lal |
| 2022 | Doing Analogical Reasoning in Dynamic Assumption-based Argumentation Frameworks. | Teeradaj Racharak |
| 2022 | Weakly Supervised Two-Stage Training Scheme for Deep Video Fight Detection Model. | Zhenting Qi, Ruike Zhu, Zheyu Fu, Wenhao Chai, Volodymyr V. Kindratenko |
| 2022 | Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting. | Minghai Qin, Tianyun Zhang, Fei Sun, Yen-Kuang Chen, Makan Fardad, Yanzhi Wang, Yuan Xie |
| 2022 | A Novel Multi-Frequency Coordinated Module for SAR Ship Detection. | Chenchen Qiao, Fei Shen, Xuejun Wang, Ruixin Wang, Fang Cao, Sixian Zhao, Chang Li |
| 2022 | Graph Structure Guided Transformer for Semantic Segmentation. | Luyang Qian, Canlong Zhang, Zhixin Li, Zhiwen Wang |
| 2022 | Multi-Task Learning for Face Recognition via Mutual Information Minimization. | Weizhu Qian |
| 2022 | Automated Drawing Psychoanalysis via House-Tree-Person Test. | Ting Pan, Xiaoming Zhao, Baodi Liu, Weifeng Liu |
| 2022 | A microservices-based iterative development approach for usable, reliable and explainable A.I.-infused medical applications using R.U.P. | Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis |
| 2022 | Block-term Dropout For Robust Adversarial Defense. | Chen Ouyang, Wei Yang, Rong Hu |
| 2022 | Time Series Augmentation with Time-Scale Modifications and Piecewise Aggregate Approximation for Human Action Recognition. | Mariusz Oszust, Dawid Warchol |
| 2022 | A Stable Spatial Pooling Algorithm for Hierarchical Temporal Memory Network. | Dejiao Niu, Xudong Wu, Tao Cai, Lei Li, Jie Jiang, Yuhan Chen |
| 2022 | Deep Spatio-Temporal Method for ADHD Classification Using Resting-State fMRI. | Yuan Niu, Feihu Huang, Hui Zhou, Jian Peng |
| 2022 | A Cross-Modal Object-Aware Transformer for Vision-and-Language Navigation. | Han Ni, Jia Chen, Dayong Zhu, Dianxi Shi |
| 2022 | EthicAmanuensis: supporting machine learning practitioners making and recording ethical decisions. | Dave Murray-Rust, Konstantinos Tsiakas |
| 2022 | Stream Reasoning approach for Anticipating Human Activities in Ambient Intelligence environments. | Koussaila Moulouel, Mohamed Arbane, Abdelghani Chibani, Ghazaleh Khodabandelou, Yacine Amirat |
| 2022 | Evaluation of Early Diagnosis of COVID-19 Algorithms. | Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani |
| 2022 | Six-to-one: Cubemap-guided Feature Calibration for Panorama Object Detection. | Jingbo Miao, Yanwei Liu, Kan Wang, Jinxia Liu, Antonios Argyriou, Yanni Han, Zhen Xu |
| 2022 | Dual Autoencoder Enhanced Subgraph Pattern Mining for Cognitive Diagnosis. | Haodong Meng, Changzhi Chen, Hongyu Yi, Xiaofeng He |
| 2022 | Measuring Machine Learning Robustness in front of Static and Dynamic Adversaries. | Hctor D. Menndez |
| 2022 | Distributed Support Vector Machine Based on Distributed Loss. | Yuefeng Ma, Mengwei Wang |