| 2014 | Recovering Low-Rank and Sparse Matrices via Robust Bilateral Factorization. | Fanhua Shang, Yuanyuan Liu, James Cheng, Hong Cheng |
| 2014 | A Parallel and Efficient Algorithm for Learning to Match. | Jingbo Shang, Tianqi Chen, Hang Li, Zhengdong Lu, Yong Yu |
| 2014 | Emotion Recognition from Text Based on Automatically Generated Rules. | Shadi Shaheen, Wassim El-Hajj, Hazem M. Hajj, Shady Elbassuoni |
| 2014 | Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective. | Neil Shah, Alex Beutel, Brian Gallagher, Christos Faloutsos |
| 2014 | Towards Achieving Diagnostic Consensus in Medical Image Interpretation. | Mike Seidel, Alexander Rasin, Jacob Furst, Daniela Stan Raicu |
| 2014 | Diffusion Archaeology for Diffusion Progression History Reconstruction. | Emre Sefer, Carl Kingsford |
| 2014 | High Dimensional Matrix Relevance Learning. | Frank-Michael Schleif, Thomas Villmann, Xibin Zhu |
| 2014 | Clinical Decision Making: A Framework for Predicting Rx Response. | Aarti Sathyanarayana, Jyotishman Pathak, Rozalina G. McCoy, Santiago Romero-Brufau, Maryam Panaziahar, Jaideep Srivastava |
| 2014 | Two approaches of using heavy tails in high dimensional EDA. | Momodou L. Sanyang, Hanno Muehlbrandt, Ata Kabn |
| 2014 | Data Fusion Using Restricted Boltzmann Machines. | Yoshiki Sakai, Kenji Yamanishi |
| 2014 | Domain-Independent Unsupervised Text Segmentation for Data Management. | Makoto Sakahara, Shogo Okada, Katsumi Nitta |
| 2014 | Graph Summarization with Quality Guarantees. | Matteo Riondato, David Garca-Soriano, Francesco Bonchi |
| 2014 | Comparing Classifiers in Historical Census Linkage. | Laura Richards, Luiza Antonie, Shawki Areibi, Gary William Grewal, Kris Inwood, J. Andrew Ross |
| 2014 | Refining Adverse Drug Reactions Using Association Rule Mining for Electronic Healthcare Data. | Jenna Marie Reps, Uwe Aickelin, Jiangang Ma, Yanchun Zhang |
| 2014 | Personalising Mobile Advertising Based on Users' Installed Apps. | Jenna Reps, Uwe Aickelin, Jonathan M. Garibaldi, Chris Damski |
| 2014 | Incorporating Spontaneous Reporting System Data to Aid Causal Inference in Longitudinal Healthcare Data. | Jenna Marie Reps, Uwe Aickelin |
| 2014 | Multi-label Classification with Meta-Labels. | Jesse Read, Antti Puurula, Albert Bifet |
| 2014 | Email Analytics for Support Center Performance Analysis. | Kunal Ranjan, Lipika Dey |
| 2014 | Imputation of Missing Values in Time Series with Lagged Correlations. | Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, Samantha Kleinberg |
| 2014 | Online Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction. | Zhi Qiao, Peng Zhang, Wenjia Niu, Chuan Zhou, Peng Wang, Li Guo |
| 2014 | Who Wrote This? Textual Modeling with Authorship Attribution in Big Data. | Naruemon Pratanwanich, Pietro Li |
| 2014 | Cyberbullying Detection using Time Series Modeling. | Nektaria Potha, Manolis Maragoudakis |
| 2014 | Expander Graph Quality Optimisation in Randomised Communication. | Pasu Poonpakdee, Giuseppe Di Fatta |
| 2014 | e2-Diagnoser: A System for Monitoring, Forecasting and Diagnosing Energy Usage. | Joern Ploennigs, Bei Chen, Paulito Palmes, Raymond Lloyd |
| 2014 | Metric Factorization for Exploratory Analysis of Complex Data. | Claudia Plant |