| 2022 | Edit distance with Quasi Real Penalties: a hybrid distance for network-constrained trajectories. | Noudhounou Lionel Jaderne Houssou, Jean-Loup Guillaume, Armelle Prigent |
| 2022 | EnD: Enhanced Dedensification for Graph Compressing and Embedding. | Tanvir Hossain, Esra Akbas, Muhammad Ifte Khairul Islam |
| 2022 | Backdoor Poisoning of Encrypted Traffic Classifiers. | John T. Holodnak, Olivia M. Brown, Jason Matterer, Andrew Lemke |
| 2022 | SGKD: A Scalable and Effective Knowledge Distillation Framework for Graph Representation Learning. | Yufei He, Yao Ma |
| 2022 | Non-local Patch Mixup for Unsupervised Domain Adaptation. | Jiujun He, Bin Liu, Xuan Yang |
| 2022 | Structural Robust Label Propagation on Homogeneous Graphs. | Qiuting He, Jinsong Chen, Hao Xu, Kun He |
| 2022 | Diagonally Colorized iVAT Images for Labeled Data. | Elizabeth D. Hathaway, Richard J. Hathaway |
| 2022 | Text-enhanced Multi-Granularity Temporal Graph Learning for Event Prediction. | Xiaoxue Han, Yue Ning |
| 2022 | Dynamic Combination of Heterogeneous Models for Hierarchical Time Series. | Xing Han, Jing Hu, Joydeep Ghosh |
| 2022 | Unfair AI: It Isn't Just Biased Data. | Chowdhury Mohammad Rakin Haider, Chris Clifton, Yan Zhou |
| 2022 | Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems. | Furkan Gursoy, Ioannis A. Kakadiaris |
| 2022 | A Case Study on Periodic Spatio- Temporal Hotspot Detection in Azure Traffic Data. | Venkata M. V. Gunturi, Rakesh Rajeev, Vipul Bondre, Aaditya Barnwal, Samir Jain, Ashank Anshuman, Manish Gupta |
| 2022 | VERIPS: Verified Pseudo-label Selection for Deep Active Learning. | Sandra Gilhuber, Philipp Jahn, Yunpu Ma, Thomas Seidl |
| 2022 | Meta-Transfer Learning: An application to Streamflow modeling in River-streams. | Rahul Ghosh, Bangyan Li, Kshitij Tayal, Vipin Kumar, Xiaowei Jia |
| 2022 | On the Deployment of Post-Disaster Building Damage Assessment Tools using Satellite Imagery: A Deep Learning Approach. | Shahrzad Gholami, Caleb Robinson, Anthony Ortiz, Siyu Yang, Jacopo Margutti, Cameron Birge, Rahul Dodhia, Juan M. Lavista Ferres |
| 2022 | ENiD: An Encrypted Web Pages Traffic Identification Based on Web Visiting Behavior. | Mengmeng Ge, Xiangzhan Yu, Vinay Mysore Sachidananda, Shangqing Liu, Likun Liu |
| 2022 | Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization. | Yangcheng Gao, Zhao Zhang, Richang Hong, Haijun Zhang, Jicong Fan, Shuicheng Yan |
| 2022 | Enhancing Robust Text Classification via Category Description. | Xin Gao, Zhengye Zhu, Xu Chu, Yasha Wang, Wenjie Ruan, Junfeng Zhao |
| 2022 | InQMAD: Incremental Quantum Measurement Anomaly Detection. | Joseph Gallego-Mejia, Oscar Bustos-Brinez, Fabio A. Gonzlez |
| 2022 | VISUAL ANALYTICS OF MOBILITY NETWORK CHANGES OBSERVED USING MOBILE PHONE DATA DURING COVID-19 PANDEMIC. | Mohammad Forghani, Christophe Claramunt, Farid Karimipour, Georg Heiler |
| 2022 | Data-Driven Usage Profiling and Anomaly Detection in Support of Sustainable Machining Processes. | Fabian Fingerhut, Chaitra Harsha, Amirmohammad Eghbalian, Tom Jacobs, Mahdi Tabassian, Robbert Verbeke, Elena Tsiporkova |
| 2022 | Multi-Objective Symbolic Regression for Data-Driven Scoring System Management. | Davide Ferrari, Veronica Guidetti, Federica Mandreoli |
| 2022 | IGNiteR: News Recommendation in Microblogging Applications. | Yuting Feng, Bogdan Cautis |
| 2022 | Identifying Hydrometeorological Factors Influencing Reservoir Releases Using Machine Learning Methods. | Ming Fan, Lujun Zhang, Siyan Liu, Tiantian Yang, Dan Lu |
| 2022 | FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation. | Ziqing Fan, Yanfeng Wang, Jiangchao Yao, Lingjuan Lyu, Ya Zhang, Qi Tian |