| 2015 | Construction of a Prediction Model for Nephropathy Among Obese Patients Using Genetic and Clinical Features. | Guan-Mau Huang, Yi-Cheng Chen, Julia Tzu-Ya Weng |
| 2015 | Leveraging the Common Cause of Errors for Constraint-Based Data Cleansing. | Ayako Hoshino, Hiroki Nakayama, Chihiro Ito, Kyota Kanno, Kenshi Nishimura |
| 2015 | Automated Classification of Passing in Football. | Michael Horton, Joachim Gudmundsson, Sanjay Chawla, Jol Estephan |
| 2015 | A Dynamic Feature Selection Based LDA Approach to Baseball Pitch Prediction. | Phuong Hoang, Michael Hamilton, Joseph Murray, Corey Stafford, Hien T. Tran |
| 2015 | Modeling User Interest and Community Interest in Microbloggings: An Integrated Approach. | Tuan-Anh Hoang |
| 2015 | Mining Association Rules in Graphs Based on Frequent Cohesive Itemsets. | Tayena Hendrickx, Boris Cule, Pieter Meysman, Stefan Naulaerts, Kris Laukens, Bart Goethals |
| 2015 | Use Correlation Coefficients in Gaussian Process to Train Stable ELM Models. | Yu-Lin He, Joshua Zhexue Huang, Xizhao Wang, Rana Aamir Raza |
| 2015 | Internal Clustering Evaluation of Data Streams. | Marwan Hassani, Thomas Seidl |
| 2015 | Learning of Performance Measures from Crowd-Sourced Data with Application to Ranking of Investments. | Greg Harris, Anand V. Panangadan, Viktor K. Prasanna |
| 2015 | Semi Supervised Adaptive Framework for Classifying Evolving Data Stream. | Ahsanul Haque, Latifur Khan, Michael Baron |
| 2015 | Collaborating Differently on Different Topics: A Multi-Relational Approach to Multi-Task Learning. | Sunil Kumar Gupta, Santu Rana, Dinh Q. Phung, Svetha Venkatesh |
| 2015 | Complementary Usage of Tips and Reviews for Location Recommendation in Yelp. | Saurabh Gupta, Sayan Pathak, Bivas Mitra |
| 2015 | CPT+: Decreasing the Time/Space Complexity of the Compact Prediction Tree. | Ted Gueniche, Philippe Fournier-Viger, Rajeev Raman, Vincent S. Tseng |
| 2015 | Stabilizing Sparse Cox Model Using Statistic and Semantic Structures in Electronic Medical Records. | Shivapratap Gopakumar, Tu Dinh Nguyen, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh |
| 2015 | Retweeting Activity on Twitter: Signs of Deception. | Maria Giatsoglou, Despoina Chatzakou, Neil Shah, Christos Faloutsos, Athena Vakali |
| 2015 | ND-Sync: Detecting Synchronized Fraud Activities. | Maria Giatsoglou, Despoina Chatzakou, Neil Shah, Alex Beutel, Christos Faloutsos, Athena Vakali |
| 2015 | Clustering Over Data Streams Based on Growing Neural Gas. | Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag |
| 2015 | Towards Efficient Sequential Pattern Mining in Temporal Uncertain Databases. | Jiaqi Ge, Yuni Xia, Jian Wang |
| 2015 | Mining Uncertain Sequential Patterns in Iterative MapReduce. | Jiaqi Ge, Yuni Xia, Jian Wang |
| 2015 | Emotion Cause Detection for Chinese Micro-Blogs Based on ECOCC Model. | Kai Gao, Hua Xu, Jiushuo Wang |
| 2015 | A Comparative Study on Parallel LDA Algorithms in MapReduce Framework. | Yang Gao, Zhenlong Sun, Yi Wang, Xiaosheng Liu, Jianfeng Yan, Jia Zeng |
| 2015 | Coupling Multiple Views of Relations for Recommendation. | Bin Fu, Guandong Xu, Longbing Cao, Zhihai Wang, Zhiang Wu |
| 2015 | Multi-Task Metric Learning on Network Data. | Chen Fang, Daniel N. Rockmore |
| 2015 | ProbitUCB: A Novel Method for Review Ranking. | Wanying Ding, Yue Shang, Dae Hoon Park, Lifan Guo, Xiaohua Hu |
| 2015 | Iterative Use of Weighted Voronoi Diagrams to Improve Scalability in Recommender Systems. | Joydeep Das, Subhashis Majumder, Debarshi Dutta, Prosenjit Gupta |