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Introduction to the Special Issue on Intelligent Trajectory Analytics: Part II
Kai Zheng | Yong Li | Cyrus Shahabi | Hongzhi Yin

doi dblp
Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach
Liwei Deng | Hao Sun | Rui Sun | Yan Zhao | Han Su

doi dblp
Analyzing Trajectory Gaps to Find Possible Rendezvous Region
Arun Sharma | Shashi Shekhar

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Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet Management
Bolong Zheng | Lingfeng Ming | Qi Hu | Zhipeng Lü | Guanfeng Liu | Xiaofang Zhou

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Multivariate Correlation-aware Spatio-temporal Graph Convolutional Networks for Multi-scale Traffic Prediction
Senzhang Wang | Meiyue Zhang | Hao Miao | Zhaohui Peng | Philip S. Yu

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Integrating Algorithmic Sampling-Based Motion Planning with Learning in Autonomous Driving
Yifan Zhang | Jinghuai Zhang | Jindi Zhang | Jianping Wang | Kejie Lu | Jeff Hong

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GPSClean: A Framework for Cleaning and Repairing GPS Data
Chenglong Fang | Feng Wang | Bin Yao | Jianqiu Xu

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Deep Reinforcement Learning-based Trajectory Pricing on Ride-hailing Platforms
Jianbin Huang | Longji Huang | Meijuan Liu | He Li | Qinglin Tan | Xiaoke Ma | Jiangtao Cui | De-Shuang Huang

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Privacy Preservation for Trajectory Publication Based on Differential Privacy
Lin Yao | Zhenyu Chen | Haibo Hu | Guowei Wu | Bin Wu

doi dblp
Algorithms for Trajectory Points Clustering in Location-based Social Networks
Nan Han | Shaojie Qiao | Kun Yue | Jianbin Huang | Qiang He | Tingting Tang | Faliang Huang | Chunlin He | Chang-an Yuan

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Utility-aware and Privacy-preserving Trajectory Synthesis Model that Resists Social Relationship Privacy Attacks
Zhirun Zheng | Zhetao Li | Jie Li | Hongbo Jiang | Tong Li | Bin Guo

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NEAR: Neighborhood Edge AggregatoR for Graph Classification
Cheolhyeong Kim | Haeseong Moon | Hyung Ju Hwang

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Weakly Supervised Video Object Segmentation via Dual-attention Cross-branch Fusion
Lili Wei | Congyan Lang | Liqian Liang | Songhe Feng | Tao Wang | Shidi Chen

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A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams
Runze Yan | Xinwen Liu | Janine M. Dutcher | Michael J. Tumminia | Daniella K. Villalba | Sheldon Cohen | J. David Creswell | Kasey G. Creswell | Jennifer Mankoff | Anind K. Dey | Afsaneh Doryab

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What Can Knowledge Bring to Machine Learning? - A Survey of Low-shot Learning for Structured Data
Yang Hu | Adriane Chapman | Guihua Wen | Wendy Hall

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Traveling Transporter Problem: Arranging a New Circular Route in a Public Transportation System Based on Heterogeneous Non-Monotonic Urban Data
Fandel Lin | Hsun-Ping Hsieh

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Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer
Vinayak Gupta | Srikanta Bedathur

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Self-supervised Short-text Modeling through Auxiliary Context Generation
Nurendra Choudhary | Charu C. Aggarwal | Karthik Subbian | Chandan K. Reddy