| 2014 | Iterative Framework Radiation Hybrid Mapping. | Raed I. Seetan, Anne M. Denton, Omar Al Azzam, Ajay Kumar, Jazarai Sturdivant, Shahryar F. Kianian |
| 2014 | Generalized Outlier Detection with Flexible Kernel Density Estimates. | Erich Schubert, Arthur Zimek, Hans-Peter Kriegel |
| 2014 | On Randomly Projected Hierarchical Clustering with Guarantees. | Johannes Schneider, Michail Vlachos |
| 2014 | Auto-play: A Data Mining Approach to ODI Cricket Simulation and Prediction. | Vignesh Veppur Sankaranarayanan, Junaed Sattar, Laks V. S. Lakshmanan |
| 2014 | Unsupervised Selection of Robust Audio Feature Subsets. | Gerhard Sageder, Maia Zaharieva, Matthias Zeppelzauer |
| 2014 | Finding the True Frequent Itemsets. | Matteo Riondato, Fabio Vandin |
| 2014 | A Weighted Adaptive Mean Shift Clustering Algorithm. | Ya-Zhou Ren, Carlotta Domeniconi, Guoji Zhang, Guo-Xian Yu |
| 2014 | Turning the Tide: Curbing Deceptive Yelp Behaviors. | Mahmudur Rahman, Bogdan Carbunar, Jaime Ballesteros, George Burri, Duen Horng (Polo) Chau |
| 2014 | Contextual Combinatorial Bandit and its Application on Diversified Online Recommendation. | Lijing Qin, Shouyuan Chen, Xiaoyan Zhu |
| 2014 | Learning on Probabilistic Labels. | Peng Peng, Raymond Chi-Wing Wong, Philip S. Yu |
| 2014 | Selective Sampling on Probabilistic Data. | Peng Peng, Raymond Chi-Wing Wong |
| 2014 | Density Estimation with Adaptive Sparse Grids for Large Data Sets. | Benjamin Peherstorfer, Dirk Pflger, Hans-Joachim Bungartz |
| 2014 | Convex Optimization for Binary Classifier Aggregation in Multiclass Problems. | Sunho Park, TaeHyun Hwang, Seungjin Choi |
| 2014 | Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x. | Evangelos E. Papalexakis, Christos Faloutsos, Tom M. Mitchell, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Brian Murphy |
| 2014 | Graphical Models for Identifying Fraud and Waste in Healthcare Claims. | Peder A. Olsen, Ramesh Natarajan, Sholom M. Weiss |
| 2014 | Accelerating Graph Adjacency Matrix Multiplications with Adjacency Forest. | Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata |
| 2014 | Membership Detection Using Cooperative Data Mining Algorithms. | Calvin Newport, Lisa Singh, Yiqing Ren |
| 2014 | An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification. | Mahdi Pakdaman Naeini, Iyad Batal, Zitao Liu, Charmgil Hong, Milos Hauskrecht |
| 2014 | Joint Author Sentiment Topic Model. | Subhabrata Mukherjee, Gaurab Basu, Sachindra Joshi |
| 2014 | Density-Based Clustering Validation. | Davoud Moulavi, Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Arthur Zimek, Jrg Sander |
| 2014 | Discriminative Density-ratio Estimation. | Yun-Qian Miao, Ahmed K. Farahat, Mohamed S. Kamel |
| 2014 | Community Discovery in Social Networks via Heterogeneous Link Association and Fusion. | Lei Meng, Ah-Hwee Tan |
| 2014 | ROCsearch - An ROC-guided Search Strategy for Subgroup Discovery. | Marvin Meeng, Wouter Duivesteijn, Arno J. Knobbe |
| 2014 | A graphical model approach to ATLAS-free mining of MRI images. | Chris S. Magnano, Ameet Soni, Sriraam Natarajan, Gautam Kunapuli |
| 2014 | The Benefits of Personalized Smartphone-Based Activity Recognition Models. | Jeffrey W. Lockhart, Gary M. Weiss |