| 2015 | Estimating Contextual Relationships of Stakeholders in Scenarios Using DBpedia. | Teruaki Hayashi |
| 2015 | Event Detection from Millions of Tweets Related to the Great East Japan Earthquake Using Feature Selection Technique. | Takako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin |
| 2015 | Incremental Discriminant Learning for Heterogeneous Domain Adaptation. | Peng Han, Xinxiao Wu |
| 2015 | Time Series Segmentation to Discover Behavior Switching in Complex Physical Systems. | Zheng Han, Haifeng Chen, Tan Yan, Geoff Jiang |
| 2015 | Automatic Visual Analysis of Real-World Events Covered By Social Media Using Convolutional Neural Networks. | Henning Hamer, Andreas Merentitis, Nikolaos Frangiadakis, Sergey Shukanov |
| 2015 | Population Synthesis via k-Nearest Neighbor Crossover Kernel. | Naoki Hamada, Katsumi Homma, Hiroyuki Higuchi, Hideyuki Kikuchi |
| 2015 | Monitoring Stealthy Diffusion. | Nika Haghtalab, Aron Laszka, Ariel D. Procaccia, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos |
| 2015 | How to Find Appropriate Automobile Exhibition Halls: Towards a Personalized Recommendation Service for Auto Show. | Danhuai Guo, Yingqiu Zhu, Wei Xu, Yong Ge, Yuanchun Zhou, Jianhui Li |
| 2015 | Identifying Students' Mechanistic Explanations in Textual Responses to Science Questions with Association Rule Mining. | Yu Guo, Wanli Xing, Hee-Sun Lee |
| 2015 | CroRank: Cross Domain Personalized Transfer Ranking for Collaborative Filtering. | Yunhui Guo, Xin Wang, Congfu Xu |
| 2015 | Discovery of College Students in Financial Hardship. | Chu Guan, Xinjiang Lu, Xiaolin Li, Enhong Chen, Wenjun Zhou, Hui Xiong |
| 2015 | StructMatrix: Large-Scale Visualization of Graphs by Means of Structure Detection and Dense Matrices. | Hugo Gualdron, Robson L. F. Cordeiro, Jos F. Rodrigues Jr. |
| 2015 | Accurate Estimation of Generalization Performance for Active Learning. | Aubrey Gress, Ian Davidson |
| 2015 | Knowing an Object by the Company it Keeps: A Domain-Agnostic Scheme for Similarity Discovery. | Olof Grnerup, Daniel Gillblad, Theodore Vasiloudis |
| 2015 | Emergence of Regularities in the Stochastic Behavior of Human. | Marc Le Goc, Fabien Barthelot, Eric Pascual |
| 2015 | Human Activity Recognition: From Controlled Lab Experiments to Competitive Live Evaluation. | Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek |
| 2015 | CNL: Collective Network Linkage Across Heterogeneous Social Platforms. | Ming Gao, Ee-Peng Lim, David Lo, Feida Zhu, Philips Kokoh Prasetyo, Aoying Zhou |
| 2015 | A Discovery System for Finding High-Value Homes. | Yanjie Fu, Hui Xiong |
| 2015 | Modeling of Geographic Dependencies for Real Estate Ranking on Site Selection. | Yanjie Fu, Hui Xiong |
| 2015 | Patent Citation Recommendation for Examiners. | Tao-Yang Fu, Zhen Lei, Wang-Chien Lee |
| 2015 | Optimized Swarm Search-Based Feature Selection for Text Mining in Sentiment Analysis. | Simon Fong, Elisa Gao, Raymond K. Wong |
| 2015 | Laplacian SVM Based Feature Selection Improves Medical Event Reports Classification. | Samah Jamal Fodeh, Andrea L. Benin, Perry L. Miller, Kyle Lee, Michele Koss, Cynthia Brandt |
| 2015 | Unsupervised Measuring of Entity Resolution Consistency. | Jeffrey Fisher, Qing Wang |
| 2015 | Beyond Sights: Large Scale Study of Tourists' Behavior Using Foursquare Data. | Ana Paula Gomes Ferreira, Thiago Henrique Silva, Antonio Alfredo Ferreira Loureiro |
| 2015 | Temporal Models for Predicting Student Dropout in Massive Open Online Courses. | Mi Fei, Dit-Yan Yeung |