| 2015 | Semi Supervised Learning for Human Activity Recognition Using Depth Cameras. | Moustafa F. Mabrouk, Nagia M. Ghanem, Mohamed A. Ismail |
| 2015 | A Support Vector Classification Model with Partial Empirical Risks Given. | Linkai Luo, Ling-Jun Ye, Qifeng Zhou, Hong Peng |
| 2015 | Data-Driven Kernels via Semi-supervised Clustering on the Manifold. | Jared Lundell, Charles DuHadway, Dan Ventura |
| 2015 | Metabolic Profiling of 1H NMR Spectra in Chronic Kidney Disease with Local Predictive Modeling. | Margaux Luck, Anastasia Yartseva, Gildas Bertho, Eric Thervet, Philippe Beaune, Nicolas Pallet, Ccilia Damon |
| 2015 | Scrubbing the Web for Association Rules: An Application in Predictive Text. | Justin Lovinger, Iren Valova |
| 2015 | Robust Vehicle Tracking Using Perceptual Hashing Algorithm. | Zheng Li, Jian-Fei Yang, Long Chen, Juan Zha |
| 2015 | A Multiscale Spectral Method for Learning Number of Clusters. | Anna V. Little, Alicia Byrd |
| 2015 | Learning from the Crowd with Neural Network. | Jingjing Li, Victor S. Sheng, Zhenyu Shu, Yanxia Cheng, Yuqin Jin, Yuan-feng Yan |
| 2015 | Achievements Recommendation Framework Based on Scientific Collaboration Network. | Xiaohui Li, Jie Peng, Shanqing Li |
| 2015 | An Application of Neural Networks to Predicting Mastery of Learning Outcomes in the Treatment of Autism Spectrum Disorder. | Erik Linstead, Rene German, Dennis Dixon, Doreen Granpeesheh, Marlena Novack, Alva Powell |
| 2015 | Using Machine Learning to Understand and Mitigate Model Form Uncertainty in Turbulence Models. | Julia Ling |
| 2015 | Local Coordinate Projective Non-negative Matrix Factorization. | Qing Liao, Xiang Zhang, Naiyang Guan, Qian Zhang |
| 2015 | Ankle Rehabilitation System with Feedback from a Smartphone Wireless Gyroscope Platform and Machine Learning Classification. | Robert LeMoyne, Timothy Mastroianni, Anthony L. Hessel, Kiisa Nishikawa |
| 2015 | Application of a Multilayer Perceptron Neural Network for Classifying Software Platforms of a Powered Prosthesis through a Force Plate. | Robert LeMoyne, Timothy Mastroianni, Anthony L. Hessel, Kiisa Nishikawa |
| 2015 | Path for Kernel Adaptive One-Class Support Vector Machine. | Van Khoa Le, Pierre Beauseroy |
| 2015 | Evaluating Real-Time Anomaly Detection Algorithms - The Numenta Anomaly Benchmark. | Alexander Lavin, Subutai Ahmad |
| 2015 | Event Prioritization and Correlation Based on Pattern Mining Techniques. | Mona Lange, Ralf Mller, Gregor Lang, Felix Kuhr |
| 2015 | Sequential Covariance-Matrix Estimation with Application to Mitigating Catastrophic Forgetting. | Tomer Lancewicki, Benjamin Goodrich, Itamar Arel |
| 2015 | Regularized Supervised Topic Model for Continuous Emotion Analysis. | Prasanth Lade, Hemanth Venkateswara, Sethuraman Panchanathan |
| 2015 | Data-Based Statistical Models of Data Networks. | Alexander P. Kuleshov, Alexander V. Bernstein, Yury Agalakov |
| 2015 | A Bilevel Parameter Tuning Strategy of Partially Connected ANNs. | Mina Moradi Kordmahalleh, Mohammad Gorji Sefidmazgi, Abdollah Homaifar |
| 2015 | Improved Wind Power Forecasting Using Combination Methods. | Ceyda Er Koksoy, Mehmet Baris zkan, Serkan Buhan, Turan Demirci, Yusuf Arslan, Aysenur Birturk, Pinar Karagoz |
| 2015 | Source-Aware Partitioning for Robust Cross-Validation. | Ozsel Kilinc, Ismail Uysal |
| 2015 | Inertia Based Recognition of Daily Activities with ANNs and Spectrotemporal Features. | Ozsel Kilinc, Alexander Dalzell, Ismail Uluturk, Ismail Uysal |
| 2015 | Efficient and Rotation Invariant Fingerprint Matching Algorithm Using Adjustment Factor. | Asif Iqbal Khan, M. Arif Wani |