Volume 13, Number 1, February 2022
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings.

Cheng-Te Li Cheng Hsu Yang Zhang

Graph Neural Networks: Taxonomy, Advances, and Trends.

Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao

Mining Willing-to-Pay Behavior Patterns from Payment Datasets.

Yu Ting Wen Hui-Kuo Yang Wen-Chih Peng

Self-Adaptive Feature Transformation Networks for Object Detection in low luminance Images.

Shih-Chia Huang Quoc-Viet Hoang Da-Wei Jaw

How Members of Covert Networks Conceal the Identities of Their Leaders.

Marcin Waniek Tomasz P. Michalak Michael J. Wooldridge Talal Rahwan

An Uncertainty-based Neural Network for Explainable Trajectory Segmentation.

Xin Bi Chao Zhang Fangtong Wang Zhixun Liu Xiangguo Zhao Ye Yuan Guoren Wang

Simultaneous Past and Current Social Interaction-aware Trajectory Prediction for Multiple Intelligent Agents in Dynamic Scenes.

Yanliang Zhu Dongchun Ren Yi Xu Deheng Qian Mingyu Fan Xin Li Huaxia Xia

Exploring the Risky Travel Area and Behavior of Car-hailing Service.

Hongting Niu Hengshu Zhu Ying Sun Xinjiang Lu Jing Sun Zhiyuan Zhao Hui Xiong Bo Lang

Let Trajectories Speak Out the Traffic Bottlenecks.

Hui Luo Zhifeng Bao Gao Cong J. Shane Culpepper Nguyen Lu Dang Khoa

Predicting Future Locations with Semantic Trajectories.

Heli Sun Xianglan Guo Zhou Yang Xuguang Chu Xinwang Liu Liang He

Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories.

Christoffer Löffler Luca Reeb Daniel Dzibela Robert Marzilger Nicolas Witt Björn M. Eskofier Christopher Mutschler

Origin-Aware Location Prediction Based on Historical Vehicle Trajectories.

Meng Chen Qingjie Liu Weiming Huang Teng Zhang Yixuan Zuo Xiaohui Yu

Contrastive Trajectory Learning for Tour Recommendation.

Fan Zhou Pengyu Wang Xovee Xu Wenxin Tai Goce Trajcevski

Instant Basketball Defensive Trajectory Generation.

Wen-Cheng Chen Wan-Lun Tsai Huan-Hua Chang Min-Chun Hu Wei-Ta Chu

Passenger Mobility Prediction via Representation Learning for Dynamic Directed and Weighted Graphs.

Yuandong Wang Hongzhi Yin Tong Chen Chunyang Liu Ben Wang Tianyu Wo Jie Xu

Introduction to the Special Issue on Intelligent Trajectory Analytics: Part I.

Kai Zheng Yong Li Cyrus Shahabi Hongzhi Yin