| 2022 | Learning to Optimize DAG Scheduling in Heterogeneous Environment. | Yunfan Zhou, Xijun Li, Jinhong Luo, Mingxuan Yuan, Jia Zeng, Jianguo Yao |
| 2022 | Multi-round Data Poisoning Attack and Defense against Truth Discovery in Crowdsensing Systems. | Hongniu Zhang, Mohan Li |
| 2022 | Integrating Heterogeneous Sources for Learned Prediction of Vehicular Data Consumption. | Andi Zang, Xiaofeng Zhu, Ce Li, Fan Zhou, Goce Trajcevski |
| 2022 | Differentially Private Occupancy Monitoring from WiFi Access Points. | Abbas Zaidi, Ritesh Ahuja, Cyrus Shahabi |
| 2022 | A Dynamic Dispatching Method in the Unmanned Airport Baggage Transportation System. | Yue Yuan, Yafang Han, Jingyi Xue, Yibo Guo |
| 2022 | A Geospatial Method for Detecting Map-Based Road Segment Discrepancies. | Jiawei Yao, Eyhab Al-Masri, Mohamed Ali, Vashutosh Agrawal, Ming Tan, Harsh Govind, Adel A. Sabour, Abdulrahman Salama, Daniel Jiang, Reuben Keller, Dino Jazvin, Ravi Prakash, Egor Maresov |
| 2022 | Towards Group Fairness via Semi-Centralized Adversarial Training in Federated Learning. | Yurui Yang, Bo Jiang |
| 2022 | Collecting Individual Trajectories under Local Differential Privacy. | Jianyu Yang, Xiang Cheng, Sen Su, Huizhong Sun, Changju Chen |
| 2022 | Efficiently Answering k-hop Reachability Queries in Large Dynamic Graphs for Fraud Feature Extraction. | Zequan Xu, Siqiang Luo, Jieming Shi, Hui Li, Chen Lin, Qihang Sun, Shaofeng Hu |
| 2022 | Semantic Segmentation of AIS Trajectories for Detecting Complete Fishing Activities. | Song Wu, Esteban Zimnyi, Mahmoud Attia Sakr, Kristian Torp |
| 2022 | Selecting Subgoal for Social AGV Path Planning by Using Reinforcement Learning. | Cheng-En Wu, Hsiao-Ping Tsai |
| 2022 | Online Analytical Processing of Port Calls for Decision Support. | Aidan Worth, Aris Televantos, Nicos Evmides, Michalis P. Michaelides, Herodotos Herodotou |
| 2022 | Naturalistic Driving Scenario Recognition with Multimodal Data. | Ke Wang, Jie Yang, Zhe Li, Yiyang Liu, Junxiao Xue, Hao Liu |
| 2022 | Analyzing Federated Learning with Enhanced Privacy Preservation. | Sheng-Po Tseng, Lo-Yao Yeh, Lee-Chi Wu, Pei-Yu Tsai |
| 2022 | Vessel Collision Risk Assessment using AIS Data: A Machine Learning Approach. | Andreas Tritsarolis, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis |
| 2022 | GoMap Verification: A Labelled Traffic Sign Source. | Kristian Torp, Kasper F. Pedersen |
| 2022 | A Framework for Supporting Privacy Preservation Functions in a Mobile Cloud Environment. | Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki |
| 2022 | Practical Privacy Preservation in a Mobile Cloud Environment. | Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki |
| 2022 | UrbanGen: Generating Combined In- and Outdoor Trajectories. | Yunkai Sun, Nichlas Nielsen, Xike Xie, Torben Bach Pedersen, Ulf Simonsen, Hua Lu, Maite Ainciburu |
| 2022 | Tracking the Evolution of Water Flow Patterns Based on Spatio-Temporal Particle Flow Clusters. | Nelson Tavares de Sousa, Carola Trahms, Peer Krger, Matthias Renz, Ren Schubert, Arne Biastoch |
| 2022 | CovidLens: Visually Understanding the Covid-19 Indicators through the Lens of Mobility Data. | Mohamed A. Sharaf, Xiaozhong Zhang, Panos K. Chrysanthis, Wadima Alsaedi, Maitha Alkalbani, Heba Helal, Alyazia Aldhaheri |
| 2022 | Collaborative Path Planning of Multiple Carrier-based Aircraft Based on Multi-agent Reinforcement Learning. | Zhihao Shang, Zhiqiang Mao, Huachao Zhang, Mingliang Xu |
| 2022 | AIREX: Neural Network-based Approach for Air Quality Inference in Unmonitored Cities. | Yuya Sasaki, Kei Harada, Shohei Yamasaki, Makoto Onizuka |
| 2022 | ASTRO-K: Finding Top-k Sufficiently Distinct Indoor-Outdoor Paths. | Vasilis Ethan Sarris, Constantinos Costa, Panos K. Chrysanthis |
| 2022 | SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering. | Yuri Santos, Jnata Tyska Carvalho, Vania Bogorny |