| 2015 | LambdaMF: Learning Nonsmooth Ranking Functions in Matrix Factorization Using Lambda. | Guang-He Lee, Shou-De Lin |
| 2015 | Measuring Large-Scale Dynamic Graph Similarity by RICom: RWR with Intergraph Compression. | Jaekoo Lee, Gunn Kim, Sungroh Yoon |
| 2015 | Fast Matrix-Vector Multiplications for Large-Scale Logistic Regression on Shared-Memory Systems. | Mu-Chu Lee, Wei-Lin Chiang, Chih-Jen Lin |
| 2015 | Predicting Clinical Phenotype Using OTU-Based Metagenome Representation. | Nathan LaPierre, Huzefa Rangwala |
| 2015 | Multi-layer Classification: ICDM 2015 Drawbridge Cross-Device Connections Competition. | Mark Landry, Sudalai Rajkumar S, Robert Chong |
| 2015 | New Quality Indexes for Optimal Clustering Model Identification with High Dimensional Data. | Jean-Charles Lamirel, Pascal Cuxac |
| 2015 | Extended Goal Graph: A Support Tool for Discovering Conflicts among Stakeholders and Promoting Requirements Elicitation with Goal Orientation. | Noriyuki Kushiro, Takuro Shimizu |
| 2015 | Theoretical and Empirical Criteria for the Edited Nearest Neighbour Classifier. | Ludmila I. Kuncheva, Mikel Galar |
| 2015 | Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR. | Jitendra Kumar, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, Doug Newcomb |
| 2015 | Transfer Learning via Relational Type Matching. | Raksha Kumaraswamy, Phillip Odom, Kristian Kersting, David Leake, Sriraam Natarajan |
| 2015 | Clustering Evolving Batch System Jobs for Online Anomaly Detection. | Eileen Kuehn |
| 2015 | Auctioning Data for Learning. | Iordanis Koutsopoulos, Aristides Gionis, Maria Halkidi |
| 2015 | Automatic Taxonomy Extraction from Bipartite Graphs. | Tobias Ktter, Stephan Gnnemann, Michael R. Berthold, Christos Faloutsos |
| 2015 | Variable Selection for Efficient Nonnegative Tensor Factorization. | Keigo Kimura, Mineichi Kudo |
| 2015 | Connecting Devices to Cookies via Filtering, Feature Engineering, and Boosting. | Michael Sungjun Kim, Jiwei Liu, Xiaozhou Wang, Wei Yang |
| 2015 | Near Real-Time Service Monitoring Using High-Dimensional Time Series. | Shwetabh Khanduja, Vinod Nair, S. Sundararajan, Ameya Raul, Ajesh Babu Shaj, S. Sathiya Keerthi |
| 2015 | Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances. | Ankush Khandelwal, Varun Mithal, Vipin Kumar |
| 2015 | Observing Behaviors of Information Diffusion Models for Diverse Topics of Posts on VK. | Aisylu Khairullina, Joo-Young Lee, Gwan Jang, Sung-Hyon Myaeng |
| 2015 | Enhancing Network Security by Software Vulnerability Detection Using Social Media Analysis Extended Abstract. | Dennis Kergl |
| 2015 | Applying Association Rule Mining to Semantic Data in the Lung Image Database Consortium. | Brendan Kennedy, Miguel Carrazza, Alex Rasin, Jacob Furst, Daniela Stan Raicu |
| 2015 | Cross-Device Consumer Identification. | Girma Kejela, Chunming Rong |
| 2015 | Toward Comprehensive Attribution of Healthcare Cost Changes. | Dmitriy A. Katz-Rogozhnikov, Dennis Wei, Gigi Y. Yuen-Reed, Karthikeyan Natesan Ramamurthy, Aleksandra Mojsilovic |
| 2015 | Distributed Representations for Content-Based and Personalized Tag Recommendation. | Saurabh Kataria, Arvind Agarwal |
| 2015 | Supervised Topic Models for Microblog Classification. | Saurabh Kataria, Arvind Agarwal |
| 2015 | Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water Dynamics. | Anuj Karpatne, Vipin Kumar |