| 2015 | Hierarchies in Directed Networks. | Nikolaj Tatti |
| 2015 | Adslot Mining for Online Display Ads. | Kazuki Taniguchi, Yuki Harada, Nguyen Tuan Duc |
| 2015 | Valuating Queries for Data Trading in Modern Cities. | Ruiming Tang, Huayu Wu, Xiuqiang He, Stphane Bressan |
| 2015 | Hospitality Exchange Services as a Source of Spatial and Social Data? | Rustam Tagiew, Dmitry I. Ignatov, Radhakrishnan Delhibabu |
| 2015 | Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization. | Yue Su, Sibai Sun, Yuan Xuan, Lei Shi |
| 2015 | Geo-Social Clustering of Places from Check-in Data. | Shivam Srivastava, Shiladitya Pande, Sayan Ranu |
| 2015 | Improving Mortality Prediction in Cardiovascular Risk Patients by Balancing Classes. | Emilio Soria-Olivas, Jos David Martn-Guerrero, Josep Redon, Maria Tellez-Plaza, Joan Vila-Francs |
| 2015 | Top-k Link Recommendation in Social Networks. | Dongjin Song, David A. Meyer, Dacheng Tao |
| 2015 | Dispersion Based Similarity for Mining Similar Papers in Citation Network. | Saksham Singhal, Vikram Pudi |
| 2015 | Catching the Head, Tail, and Everything in Between: A Streaming Algorithm for the Degree Distribution. | Olivia Simpson, C. Seshadhri, Andrew McGregor |
| 2015 | Large-Scale Linear Support Vector Ordinal Regression Solver. | Yong Shi, Huadong Wang, Lingfeng Niu |
| 2015 | BrainQuest: Perception-Guided Brain Network Comparison. | Lei Shi, Hanghang Tong, Xinzhu Mu |
| 2015 | Hierarchical Prescription Pattern Analysis with Symptom Labels. | Su-Jin Shin, Je-Yong Oh, Sungrae Park, Minki Kim, Il-Chul Moon |
| 2015 | A Hybrid Learning from Multi-behavior for Malicious Domain Detection on Enterprise Network. | Liang Shi, Derek Lin, Chunsheng Victor Fang, Yan Zhai |
| 2015 | Multiresolution Mutual Information Method for Social Network Entity Resolution. | Cong Shi, Rong Duan |
| 2015 | From 0.5 Million to 2.5 Million: Efficiently Scaling up Real-Time Bidding. | Jianqiang Shen, Burkay Orten, Sahin Cem Geyik, Daniel Liu, Shahriar Shariat, Fang Bian, Ali Dasdan |
| 2015 | Alternating Direction Method of Multipliers for Nonparallel Support Vector Machines. | Xin Shen, Lingfeng Niu, Yingjie Tian, Yong Shi |
| 2015 | A Deep Embedding Model for Co-occurrence Learning. | Yelong Shen, Ruoming Jin, Jianshu Chen, Xiaodong He, Jianfeng Gao, Li Deng |
| 2015 | Identifying Medical Terms Related to Specific Diseases. | Mihir Shekhar, Veera Raghavendra Chikka, Lini T. Thomas, Sunil Mandhan, Kamalakar Karlapalem |
| 2015 | Multi-sensor Visual Analytics Supported by Machine-Learning Models. | Geetika Sharma, Gautam Shroff, Aditeya Pandey, Brijendra Singh, Gunjan Sehgal, Kaushal Paneri, Puneet Agarwal |
| 2015 | Online Model Evaluation in a Large-Scale Computational Advertising Platform. | Shahriar Shariat, Burkay Orten, Ali Dasdan |
| 2015 | Estimating Taxi Demand-Supply Level Using Taxi Trajectory Data Stream. | Dongxu Shao, Wei Wu, Shili Xiang, Yu Lu |
| 2015 | Locality Sensitive Proximal Classifier with Consistency for Small Sample Size Problem. | Yuan-Hai Shao, Zhen Wang, Chun-Na Li, Nai-Yang Deng |
| 2015 | AFFM: Auto Feature Engineering in Field-Aware Factorization Machines for Predictive Analytics. | Lars Ropeid Selsaas, Bikash Agrawal, Chunming Rong, Tomasz Wiktorski |
| 2015 | Sentiment-Based Identification of Radical Authors (SIRA). | Ryan Scrivens, Garth Davies, Richard Frank, Joseph Mei |