| 2015 | NewsCubeSum: A Personalized Multidimensional News Update Summarization System. | Dingding Wang, Lei Li, Tao Li |
| 2015 | BreakFast: Analyzing Celerity of News. | Shuguang Wang, Eui-Hong Sam Han |
| 2015 | A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia Alarms. | Xing Wang, Yifeng Gao, Jessica Lin, Huzefa Rangwala, Ranjeev Mittu |
| 2015 | Study of How the Integration of Artificial Neural Network and Genetic Algorithm Should Be Made for Modeling Meteorological Data. | Thiago Meirelles Ventura, Allan Gonalves de Oliveira, Claudia Aparecida Martins, Josiel Maimone de Figueiredo, Raphael de Souza Rosa Gomes |
| 2015 | An Automatic Recognition for the Auditory Brainstem Response Waveform. | Balemir Uragun |
| 2015 | Population Migration Using Dominance in Multi-population Cultural Algorithms. | Santosh Upadhyayula, Ziad Kobti |
| 2015 | Sparse Temporal Difference Learning via Alternating Direction Method of Multipliers. | Nikos Tsipinakis, James D. B. Nelson |
| 2015 | Optimizing Attack Surface and Configuration Diversity Using Multi-objective Reinforcement Learning. | Bentz Tozer, Thomas A. Mazzuchi, Shahram Sarkani |
| 2015 | Transfer Learning of Air Combat Behavior. | Armon Toubman, Jan Joris Roessingh, Pieter Spronck, Aske Plaat, H. Jaap van den Herik |
| 2015 | Optimized Small-Scaled Hybrid Energy Management of a Smart House Based on Genetic Algorithm. | Viktor Ten, Zhandos Yessenbayev, Akmaral Shamshimova, Albina Khakimova |
| 2015 | Model Shrinking for Embedded Keyword Spotting. | Ming Sun, Varun K. Nagaraja, Bjrn Hoffmeister, Shiv Vitaladevuni |
| 2015 | Increasing Grid Flexibility Through Improved Electricity Demand Prediction in Nicaragua. | Stephen Suffian, Diego Ponce de Len Barid, Madhura Ingalhalikar, Pritpal Singh |
| 2015 | Intelligent Bus Stop Identification Using Smartphone Sensors. | Kaavya Srinivasan, Konstantinos Kalpakis |
| 2015 | Classification of Evolving Data Streams with Infinitely Delayed Labels. | Vincius M. A. de Souza, Diego Furtado Silva, Gustavo E. A. P. A. Batista, Joo Gama |
| 2015 | Time Series Prediction Based on Online Learning. | Qing Song |
| 2015 | Rejection Factors of Pull Requests Filed by Core Team Developers in Software Projects with High Acceptance Rates. | Dariclio Moreira Soares, Manoel Limeira de Lima Jnior, Leonardo Murta, Alexandre Plastino |
| 2015 | Donor Selection for Hematopoietic Stem Cell Transplant Using Cost-Sensitive SVM. | Adarsh Sivasankaran, Vladimir Cherkassky, Mark Albrecht, Eric Williams, Martin Maiers |
| 2015 | Layer-Specific Adaptive Learning Rates for Deep Networks. | Bharat Singh, Soham De, Yangmuzi Zhang, Thomas A. Goldstein, Gavin Taylor |
| 2015 | Probabilistic Models for One-Day Ahead Solar Irradiance Forecasting in Renewable Energy Applications. | Carlos V. A. Silva, Lipyeow Lim, Duane Stevens, Dora Nakafuji |
| 2015 | Integrating Active Learning with Supervision for Crowdsourcing Generalization. | Zhenyu Shu, Victor S. Sheng, Yang Zhang, Dianhong Wang, Jing Zhang, Heng Chen |
| 2015 | A Family of Chisini Mean Based Jensen-Shannon Divergence Kernels. | Piyush Kumar Sharma, Gary Holness, Yuri Markushin, Noureddine Melikechi |
| 2015 | Evaluating the Uncertainty of a Bayesian Network Query Response by Using Joint Probability Distribution. | Yang Shao, Toshinori Miyoshi, Yasutaka Hasegawa, Hideyuki Ban |
| 2015 | Summary Sentence Classification Using Stylometry. | Rushdi Shams, Robert E. Mercer |
| 2015 | An Industrial-Strength Pipeline for Recognizing Fasteners. | Nashlie H. Sephus, Sravan Bhagavatula, Palash Shastri, Erica Gabriel |
| 2015 | Using Consumer Behavior Data to Reduce Energy Consumption in Smart Homes: Applying Machine Learning to Save Energy without Lowering Comfort of Inhabitants. | Daniel Schweizer, Michael Zehnder, Holger Wache, Hans Friedrich Witschel, Danilo Zanatta, Miguel Rodriguez |