| 2014 | Structural Bregman Distance Functions Learning to Rank with Self-Reinforcement. | Te Pi, Xi Li, Zhongfei Zhang |
| 2014 | Exploring Markets of Data for Personal Health Information. | K. Thomas Pickard |
| 2014 | Composite Likelihood Data Augmentation for Within-Network Statistical Relational Learning. | Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett |
| 2014 | Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification. | Franois Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen, Eamonn J. Keogh |
| 2014 | A Statistically Efficient and Scalable Method for Log-Linear Analysis of High-Dimensional Data. | Franois Petitjean, Lloyd Allison, Geoffrey I. Webb |
| 2014 | Exploring Mixed Membership Stochastic Block Models via Non-negative Matrix Factorization. | Chengbin Peng, Ka-Chun Wong |
| 2014 | Taming a Fuzzer Using Delta Debugging Trails. | Yuanli Pei, Arpit Christi, Xiaoli Z. Fern, Alex Groce, Weng-Keen Wong |
| 2014 | Incremental Ensemble Classifier Addressing Non-stationary Fast Data Streams. | Brandon Parker, Latifur Khan, Albert Bifet |
| 2014 | Community Detection on Large Graph Datasets for Recommender Systems. | Rohit Parimi, Doina Caragea |
| 2014 | Mutual Information Based Output Dimensionality Reduction. | Shishir Pandey, Rahul Vaze |
| 2014 | Out-of-Sample Error Estimation: The Blessing of High Dimensionality. | Luca Oneto, Alessandro Ghio, Sandro Ridella, Jorge Luis Reyes-Ortiz, Davide Anguita |
| 2014 | Factors of Patient Satisfaction Based on Distant Analysis in HCAHPS Databases. | Masumi Okuda, Akira Yasuda, Shusaku Tsumoto |
| 2014 | Locally Estimating Core Numbers. | Michael P. O'Brien, Blair D. Sullivan |
| 2014 | Moneyball for Academia: Toward Measuring and Maximizing Faculty Performance and Impact. | Andrew Nocka, Danning Zheng, Tianran Hu, Jiebo Luo |
| 2014 | Query Hidden Attributes in Social Networks. | Azade Nazi, Saravanan Thirumuruganathan, Vagelis Hristidis, Nan Zhang, Khaled B. Shaban, Gautam Das |
| 2014 | Configurable Analytics Framework for Management of Enterprise IT Systems. | Maitreya Natu, Vaishali P. Sadaphal, Vaishali Kulkarni |
| 2014 | Integration and Automation of Data Preparation and Data Mining. | Shrikanth S. Narayanan, Ayush Jaiswal, Yao-Yi Chiang, Yanhui Geng, Craig A. Knoblock, Pedro A. Szekely |
| 2014 | Creating Essential Hypothesis and Rules in Product Planning - Introducing Abductive Inference Model. | Jun Nakamura |
| 2014 | Time Series Join on Subsequence Correlation. | Abdullah Mueen, Hossein Hamooni, Trilce Estrada |
| 2014 | A Scalable Method for Exact Sampling from Kronecker Family Models. | Sebastin Moreno, Joseph J. Pfeiffer III, Jennifer Neville, Sergey Kirshner |
| 2014 | Applying Cost-Sensitive Classification for Financial Fraud Detection under High Class-Imbalance. | Stephen O. Moepya, Sharat S. Akhoury, Fulufhelo V. Nelwamondo |
| 2014 | Visual Exploration of a Series of Academic Conferences. | Kazuo Misue |
| 2014 | A Gaussian Process Model for Knowledge Propagation in Web Ontologies. | Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2014 | Modeling Adoptions and the Stages of the Diffusion of Innovations. | Yasir Mehmood, Nicola Barbieri, Francesco Bonchi |
| 2014 | Classification by CUT: Clearance under Threshold. | Ryan McBride, Ke Wang, Wenyuan Li |