| 2015 | Trip Fare Estimation Study from Taxi Routing Behaviors and Localizing Traces. | Ce Liu, Qiang Qu |
| 2015 | Station Site Optimization in Bike Sharing Systems. | Junming Liu, Qiao Li, Meng Qu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Hao Zhong, Yanjie Fu |
| 2015 | Fast Community Discovery and Its Evolution Tracking in Time-Evolving Social Networks. | Yao Liu, Hong Gao, Xiaohui Kang, Qiao Liu, Ruijin Wang, Zhiguang Qin |
| 2015 | Text Classification Models for Web Content Filtering and Online Safety. | Shuhua Liu, Thomas Forss |
| 2015 | Clustering with Partition Level Side Information. | Hongfu Liu, Yun Fu |
| 2015 | Spatio-Temporal Topic Models for Check-in Data. | Yu Liu, Martin Ester, Bo Hu, David W. Cheung |
| 2015 | A Generic Energy Disaggregation Approach: What and When Electrical Appliances are Used. | Tengfei Liu, Xianghua Ding, Ning Gu |
| 2015 | Robust Multi-Network Clustering via Joint Cross-Domain Cluster Alignment. | Rui Liu, Wei Cheng, Hanghang Tong, Wei Wang, Xiang Zhang |
| 2015 | Deep Convolutional Neural Network and Multi-view Stacking Ensemble in Ali Mobile Recommendation Algorithm Competition: The Solution to the Winning of Ali Mobile Recommendation Algorithm. | Xiang Li, Suchi Qian, Furong Peng, Jian Yang, Xiaolin Hu, Rui Xia |
| 2015 | Applying Data Mining Techniques to Direct Marketing: Challenges and Solutions. | Ying Li, Pavankumar Murali, Nan Shao, Anshul Sheopuri |
| 2015 | Lifting the Predictability of Human Mobility on Activity Trajectories. | Xianming Li, Defu Lian, Xing Xie, Guangzhong Sun |
| 2015 | The Convergence Behavior of Naive Bayes on Large Sparse Datasets. | Xiang Li, Charles X. Ling, Huaimin Wang |
| 2015 | Ranking-Based Multi-source Rating Aggregation with Social Contexts. | Lei Li, Qin Liang, Guanfeng Liu |
| 2015 | Generative Models for Mining Latent Aspects and Their Ratings from Short Reviews. | Huayu Li, Rongcheng Lin, Richang Hong, Yong Ge |
| 2015 | DRN: Bringing Greedy Layer-Wise Training into Time Dimension. | Xiaoyi Li, Xiaowei Jia, Hui Li, Houping Xiao, Jing Gao, Aidong Zhang |
| 2015 | Point-of-Interest Recommender Systems: A Separate-Space Perspective. | Huayu Li, Richang Hong, Shiai Zhu, Yong Ge |
| 2015 | Impulse-Response Model for Human Behaviors Sequences. | Houyi Li, Banghe Han, Ying Li, Junming Li |
| 2015 | Multi-Classes Feature Engineering with Sliding Window for Purchase Prediction in Mobile Commerce. | Qiang Li, Maojie Gu, Keren Zhou, Xiaoming Sun |
| 2015 | Music Mood Classification via Deep Belief Network. | Juncen Li, Sheng Gao, Ning Han, Zhou Fang, Jianxin Liao |
| 2015 | Logdet Divergence Based Sparse Non-Negative Matrix Factorization for Stable Representation. | Qing Liao, Naiyang Guan, Qian Zhang |
| 2015 | Content-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data. | Defu Lian, Yong Ge, Fuzheng Zhang, Nicholas Jing Yuan, Xing Xie, Tao Zhou, Yong Rui |
| 2015 | Principal Component Analysis and Clustering Based Indoor Localizaion. | Dong Liang, Jingkang Yang, Rui Xuan, Zhaojing Zhang, Zhifang Yang, Kexin Shi |
| 2015 | Crowdsourcing Based API Search via Leveraging Twitter Lists Information. | Tingting Liang, Liang Chen, Haochao Ying, Zibin Zheng, Jian Wu |
| 2015 | Secure Learning and Mining in Adversarial Environments [Extended Abstract]. | Bo Li |
| 2015 | Optimizing the Popularity of Twitter Messages through User Categories. | Rupert Lemahieu, Steven Van Canneyt, Cedric De Boom, Bart Dhoedt |