| 2015 | Comparative Evaluation of Top-N Recommenders in e-Commerce: An Industrial Perspective. | Dimitris Paraschakis, Bengt J. Nilsson, John Hollander |
| 2015 | Predicting Vulnerable Software Components through N-Gram Analysis and Statistical Feature Selection. | Yulei Pang, Xiaozhen Xue, Akbar Siami Namin |
| 2015 | Self-Configuring and Evolving Fuzzy Image Thresholding. | Ahmed A. Othman, Hamid R. Tizhoosh, Farzad Khalvati |
| 2015 | Boosting the Detection of Malicious Documents Using Designated Active Learning Methods. | Nir Nissim, Aviad Cohen, Yuval Elovici |
| 2015 | Multiple Imputation of Missing Residuals for Fault Classification: A Wind Turbine Application. | Eman M. Nejad, Roozbeh Razavi-Far, Q. M. Jonathan Wu, Mehrdad Saif |
| 2015 | Predicting New Friendships in Social Networks. | Anvardh Nanduri, Huzefa Rangwala |
| 2015 | Statistical Fault Localization Based on Importance Sampling. | Akbar Siami Namin |
| 2015 | Detection of SSH Brute Force Attacks Using Aggregated Netflow Data. | Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp |
| 2015 | A New Video Steganography Algorithm Based on the Multiple Object Tracking and Hamming Codes. | Ramadhan J. Mstafa, Khaled M. Elleithy |
| 2015 | iClass: Combining Multiple Multi-label Classification with Expert Knowledge. | Marmar Moussa, Marc Maynard |
| 2015 | Prediction of SPEI Using MLR and ANN: A Case Study for Wilsons Promontory Station in Victoria. | Soukayna Mouatadid, Ravinesh C. Deo, Jan Franklin Adamowski |
| 2015 | Acoustic Features for Recognizing Musical Artist Influence. | Brandon G. Morton, Youngmoo E. Kim |
| 2015 | Superposed Naive Bayes for Accurate and Interpretable Prediction. | Toshiki Mori |
| 2015 | A Demonstration of Stability-Plasticity Imbalance in Multi-agent, Decomposition-Based Learning. | Sean C. Mondesire, R. Paul Wiegand |
| 2015 | Resource Allocation Predictive Modeling to Optimize Virtual World Simulator Performance. | Sean C. Mondesire, Douglas B. Maxwell, Jonathan Stevens, Rebecca Leis |
| 2015 | Fine-Grained Opinion Extraction with Markov Logic Networks. | Luis Gerardo Mojica, Vincent Ng |
| 2015 | Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion. | Pasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2015 | Identifying Daily Electric Consumption Patterns from Smart Meter Data by Means of Clustering Algorithms. | Feteh Nassim Melzi, Mohamed-Haykel Zayani, Amira Ben Hamida, Allou Sam, Latifa Oukhellou |
| 2015 | Improvement of Transient Response of PI Controller with Reference Modification for Digitally Controlled DC-DC Converter. | Hidenori Maruta, Daiki Mitsutake, Hironobu Taniguchi, Fujio Kurokawa |
| 2015 | A Proposal of a Methodological Framework with Experimental Guidelines to Investigate Clustering Stability on Financial Time Series. | Gautier Marti, Philippe Very, Philippe Donnat, Frank Nielsen |
| 2015 | MDL-based Hierarchical Clustering. | Zdravko Markov |
| 2015 | Resampling-Based Variable Selection with Lasso for p >> n and Partially Linear Models. | Mihaela Andreea Mares, Yike Guo |
| 2015 | Multi-query Optimization in Federated Databases Using Evolutionary Algorithm. | Sameen Mansha, Faisal Kamiran |
| 2015 | Active Information Retrieval for Linking Twitter Posts with Political Debates. | Raheleh Makki, Axel J. Soto, Stephen Brooks, Evangelos E. Milios |
| 2015 | Multi-level Resolution Features for Classification of Transportation Trajectories. | Aidan Macdonald, Jeffrey Ellen |