| 2015 | Multi-label Classification of Anemia Patients. | Colin Bellinger, Ali Amid, Nathalie Japkowicz, Herna L. Viktor |
| 2015 | Detecting Erosion Events in Earth Dam and Levee Passive Seismic Data with Clustering. | Wendy Belcher, Tracy Camp, Valeria V. Krzhizhanovskaya |
| 2015 | Statistical Scenarios for Demand Forecast of a High Voltage Feeder: A Comparative Study. | Ramazan Bayindir, Mehmet Yesilbudak, Umut Cetinkaya, H. Ibrahim Bulbul, Fahrettin Arslan |
| 2015 | A Highly Distributable Computational Framework for Fast Cloud Data Retrieval. | Amir H. Basirat, Asad I. Khan, Bala Srinivasan |
| 2015 | Hidden Markov Support Vector Machines for Self-Paced Brain Computer Interfaces. | Hossein Bashashati, Rabab K. Ward, Ali Bashashati |
| 2015 | A Power Variance Test for Nonstationarity in Complex-Valued Signals. | Thomas E. Bartlett, Adam M. Sykulski, Sofia C. Olhede, Jonathan M. Lilly, Jeffrey J. Early |
| 2015 | Active Learning for One-Class Classification. | Vincent Barnabe-Lortie, Colin Bellinger, Nathalie Japkowicz |
| 2015 | Class Decomposition Using K-Means and Hierarchical Clustering. | Shadi Banitaan, Ali Bou Nassif, Mohammad Azzeh |
| 2015 | Detecting Credit Card Fraud Using Periodic Features. | Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Bjrn E. Ottersten |
| 2015 | An Application of Classification and Class Decomposition to Use Case Point Estimation Method. | Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan |
| 2015 | Basin Clustering of Turkey by Use of Monthly Stream-Flow Data. | Yusuf Arslan, Aysenur Birturk, Sinan Eren |
| 2015 | An Asynchronous Implementation of the Limited Memory CMA-ES. | Viktor Arkhipov, Maxim Buzdalov, Anatoly Shalyto |
| 2015 | An Empirical Study on Structured Dichotomies in Music Genre Classification. | Tom Arjannikov, John Z. Zhang |
| 2015 | Analyzing the Gender Wage Gap in Ontario's Public Sector. | Luiza Antonie, Andrew D'Angelo, Gary Grwal, Miana Plesca |
| 2015 | A Generic Platform to Automate Legal Knowledge Work Process Using Machine Learning. | K. M. Annervaz, Jovin George, Shubhashis Sengupta |
| 2015 | Measuring and Modelling Delays in Robot Manipulators for Temporally Precise Control Using Machine Learning. | Thomas Timm Andersen, Heni Ben Amor, Nils Axel Andersen, Ole Ravn |
| 2015 | A Machine Learning Based WSN System for Autism Activity Recognition. | Sami S. Alwakeel, Bassem Alhalabi, Hadi M. Aggoune, Mohammed Alwakeel |
| 2015 | Combating Comment Spam with Machine Learning Approaches. | Mansour Alsaleh, Abdulrahman Alarifi, Fatima Al-Quayed, AbdulMalik S. Al-Salman |
| 2015 | Extracting Topical Information of Tweets Using Hashtags. | Zeynep Zengin Alp, Sule Gndz gdc |
| 2015 | A Neural Network Based Handover Management Strategy for Heterogeneous Networks. | Nasser M. Alotaibi, Sami S. Alwakeel |
| 2015 | Solving the Academic Timetable Problem Thinking on Student Needs. | Maria Weslane Sousa Almeida, Joo Paulo Souza Medeiros, Patricia Rufino Oliveira |
| 2015 | Automatic Topic Labeling Using Ontology-Based Topic Models. | Mehdi Allahyari, Krys J. Kochut |
| 2015 | Prediction of Continuous Phenotypes in Mouse, Fly, and Rice Genome Wide Association Studies with Support Vector Regression SNPs and Ridge Regression Classifier. | Abdulrhman Aljouie, Usman Roshan |
| 2015 | Demographic Group Classification of Smart Device Users. | Adel R. Alharbi, Mitchell A. Thornton |
| 2015 | TubeSpam: Comment Spam Filtering on YouTube. | Tlio C. Alberto, Johannes V. Lochter, Tiago A. Almeida |