---2020---
Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets. Yiqun Xie, Xun Zhou, Shashi Shekhar. ACM Trans. Intell. Syst. Technol. 11(1): 2:1-2:24 (2020). [paper]
DHPA: Dynamic Human Preference Analytics Framework: A Case Study on Taxi Drivers’ Learning Curve Analysis. Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Zhihong Tian, Jun Luo. ACM Trans. Intell. Syst. Technol. 11(1): 8:1-8:19 (2020). [paper]
Trembr: Exploring Road Networks for Trajectory Representation Learning. Tao-Yang Fu, Wang-Chien Lee. ACM Trans. Intell. Syst. Technol. 11(1): 10:1-10:25 (2020). [paper]
---2019---
A Simple Baseline for Travel Time Estimation using Large-scale Trip Data. Hongjian Wang, Xianfeng Tang, Yu-Hsuan Kuo, Daniel Kifer, Zhenhui Li. ACM Trans. Intell. Syst. Technol. 10(2): 19:1-19:22 (2019). [paper]
Predicting Academic Performance for College Students: A Campus Behavior Perspective. Huaxiu Yao, Defu Lian, Yi Cao, Yifan Wu, Tao Zhou. ACM Trans. Intell. Syst. Technol. 10(3): 24:1-24:21 (2019). [paper]
Spatio-temporal Adaptive Pricing for Balancing Mobility-on-Demand Networks. Suining He, Kang G. Shin. ACM Trans. Intell. Syst. Technol. 10(4): 39:1-39:28 (2019). [paper]
Trajectory Data Classification: A Review. Jiang Bian, Dayong Tian, Yuanyan Tang, Dacheng Tao. ACM Trans. Intell. Syst. Technol. 10(4): 33:1-33:34 (2019). [paper]
---2018---
A Multiagent-Based Approach for Vehicle Routing by Considering Both Arriving on Time and Total Travel Time. Zhiguang Cao, Hongliang Guo, Jie Zhang. ACM Trans. Intell. Syst. Technol. 9(3): 25:1-25:21 (2018). [paper]
A Data Mining Approach to Assess Privacy Risk in Human Mobility Data. Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale. ACM Trans. Intell. Syst. Technol. 9(3): 31:1-31:27 (2018). [paper]
Automatic Extraction of Behavioral Patterns for Elderly Mobility and Daily Routine Analysis. Chen Li, William K. Cheung, Jiming Liu, Joseph Kee-Yin Ng. ACM Trans. Intell. Syst. Technol. 9(5): 54:1-54:26 (2018). [paper]
Learning Urban Community Structures: A Collective Embedding Perspective with Periodic Spatial-temporal Mobility Graphs. Pengyang Wang, Yanjie Fu, Jiawei Zhang, Xiaolin Li, Dan Lin. ACM Trans. Intell. Syst. Technol. 9(6): 63:1-63:28 (2018). [paper]
Personalized Air Travel Prediction: A Multi-factor Perspective. Jie Liu, Bin Liu, Yanchi Liu, Huipeng Chen, Lina Feng, Hui Xiong, Yalou Huang. ACM Trans. Intell. Syst. Technol. 9(3): 30:1-30:26 (2018). [paper]
Real-Time Human Mobility Modeling with Multi-View Learning. Desheng Zhang, Tian He, Fan Zhang. ACM Trans. Intell. Syst. Technol. 9(3): 22:1-22:25 (2018). [paper]
Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model. Pengfei Wang, Guannan Liu, Yanjie Fu, Yuanchun Zhou, Jianhui Li. ACM Trans. Intell. Syst. Technol. 9(3): 29:1-29:26 (2018). [paper]
SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations. Bowen Du, Yifeng Cui, Yanjie Fu, Runxing Zhong, Hui Xiong. ACM Trans. Intell. Syst. Technol. 9(6): 70:1-70:26 (2018). [paper]
TPM: A Temporal Personalized Model for Spatial Item Recommendation. Weiqing Wang, Hongzhi Yin, Xingzhong Du, Quoc Viet Hung Nguyen, Xiaofang Zhou. ACM Trans. Intell. Syst. Technol. 9(6): 61:1-61:25 (2018). [paper]
---2017---
A Traffic Flow Approach to Early Detection of Gathering Events: Comprehensive Results. Amin Vahedian Khezerlou, Xun Zhou, Lufan Li, Zubair Shafiq, Alex X. Liu, Fan Zhang. ACM Trans. Intell. Syst. Technol. 8(6): 74:1-74:24 (2017). [paper]
Event Classification in Microblogs via Social Tracking. Yue Gao, Hanwang Zhang, Xibin Zhao, Shuicheng Yan. ACM Trans. Intell. Syst. Technol. 8(3): 35:1-35:14 (2017). [paper]
Exploiting Social-Mobile Information for Location Visualization. Jitao Sang, Quan Fang, Changsheng Xu. ACM Trans. Intell. Syst. Technol. 8(3): 39:1-39:19 (2017). [paper]
RCMC: Recognizing Crowd-Mobility Patterns in Cities Based on Location Based Social Networks Data. Haytham Assem, Teodora Sandra Buda, Declan O'Sullivan. ACM Trans. Intell. Syst. Technol. 8(5): 70:1-70:30 (2017). [paper]
ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation. Weiqing Wang, Hongzhi Yin, Ling Chen, Yizhou Sun, Shazia Wasim Sadiq, Xiaofang Zhou. ACM Trans. Intell. Syst. Technol. 8(3): 48:1-48:25 (2017). [paper]
---2016---
A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks. Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu. ACM Trans. Intell. Syst. Technol. 8(1): 10:1-10:21 (2016). [paper]
A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs. Tieke He, Hongzhi Yin, Zhenyu Chen, Xiaofang Zhou, Shazia W. Sadiq, Bin Luo. ACM Trans. Intell. Syst. Technol. 8(1): 12:1-12:24 (2016). [paper]
Location Prediction: A Temporal-Spatial Bayesian Model. Yantao Jia, Yuanzhuo Wang, Xiaolong Jin, Xueqi Cheng. ACM Trans. Intell. Syst. Technol. 7(3): 31:1-31:25 (2016). [paper]
Participatory Cultural Mapping Based on Collective Behavior Data in Location-Based Social Networks. Dingqi Yang, Daqing Zhang, Bingqing Qu. ACM Trans. Intell. Syst. Technol. 7(3): 30:1-30:23 (2016). [paper]
Topic-Aware Physical Activity Propagation with Temporal Dynamics in a Health Social Network. NhatHai Phan, Javid Ebrahimi, David Kil, Brigitte Piniewski, Dejing Dou. ACM Trans. Intell. Syst. Technol. 8(1): 2:1-2:20 (2016). [paper]
Using Scalable Data Mining for Predicting Flight Delays. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. ACM Trans. Intell. Syst. Technol. 8(1): 5:1-5:20 (2016). [paper]