| 2015 | A Data-Driven Method to Detect the Abnormal Instances in an Electricity Market. | Payam Zamani Dehkordi, Logan Rakai, Hamidreza Zareipour |
| 2015 | Effective User Authentications Using Keystroke Dynamics Based on Feature Selections. | Alaa Darabseh, Akbar Siami Namin |
| 2015 | Class Discovery via Bimodal Feature Selection in Unsupervised Settings. | Jessica Curtis, Mark A. Kon |
| 2015 | Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest. | Kelton A. P. da Costa, Luis Alexandre da Silva, Guilherme Brando Martins, Gustavo H. Rosa, Clayton R. Pereira, Joo Paulo Papa |
| 2015 | Mining Clusters in XML Corpora Based on Bayesian Generative Topic Modeling. | Gianni Costa, Riccardo Ortale |
| 2015 | SkILL - A Stochastic Inductive Logic Learner. | Joana Crte-Real, Theofrastos Mantadelis, Ins de Castro Dutra, Ricardo Rocha, Elizabeth S. Burnside |
| 2015 | Multi-period Prediction of Solar Radiation Using ARMA and ARIMA Models. | Ilhami Colak, Mehmet Yesilbudak, Naci Gen, Ramazan Bayindir |
| 2015 | A Web-Based Auction Platform for Electricity Retail Markets. | Burak Colak, Mehmet Ali Gokmen, Hrevren Kili |
| 2015 | Decision Tree Learning for Fraud Detection in Consumer Energy Consumption. | Christa Cody, Vitaly Ford, Ambareen Siraj |
| 2015 | Augmenting Interactive Evolution with Multi-objective Optimization. | Joshua R. Christman, Brian G. Woolley |
| 2015 | Online Learning Algorithm for Collective LDA. | Xiaoyu Chen, Jiangchao Yao, Yanfeng Wang, Ya Zhang |
| 2015 | Wineinformatics: Uncork Napa's Cabernet Sauvignon by Association Rule Based Classification. | Bernard Chen, Valentin Velchev, Bryce Nicholson, Joey Garrison, Moani Iwamura, Ryan Battisto |
| 2015 | Boosting with Adaptive Sampling for Multi-class Classification. | Jianhua Chen |
| 2015 | The Effect of Clustering on Data Privacy. | Pelin Canbay, Hayri Sever |
| 2015 | A Hybrid Method for Intrusion Detection. | Yavuz Canbay, Seref Sagiroglu |
| 2015 | Medical Image Classification via SVM Using LBP Features from Saliency-Based Folded Data. | Zehra Camlica, Hamid R. Tizhoosh, Farzad Khalvati |
| 2015 | Prediction of Users' Response Time in Q&A Communities. | Nikolay Burlutskiy, Andrew Fish, Nour Ali, Miltos Petridis |
| 2015 | Zero Shot Deep Learning from Semantic Attributes. | Philippe M. Burlina, Aurora C. Schmidt, I-Jeng Wang |
| 2015 | Complex Decomposition of the Negative Distance Kernel. | Tim vor der Brck, Steffen Eger, Alexander Mehler |
| 2015 | Parallelization of Minimum Probability Flow on Binary Markov Random Fields. | James Brofos, Rui Shu |
| 2015 | ABC-sampling for Balancing Imbalanced Datasets Based on Artificial Bee Colony Algorithm. | Ali Braytee, Farookh Khadeer Hussain, Ali Anaissi, Paul J. Kennedy |
| 2015 | Prediction of Sunspot Number Using Minimum Error Entropy Cost Based Kernel Adaptive Filters. | Pratik Prabhanjan Brahma |
| 2015 | Measuring Level-K Reasoning, Satisficing, and Human Error in Game-Play Data. | Tamal Biswas, Kenneth W. Regan |
| 2015 | Statistical Learning via Manifold Learning. | Alexander V. Bernstein, Alexander P. Kuleshov, Yury Yanovich |
| 2015 | Synthetic Oversampling for Advanced Radioactive Threat Detection. | Colin Bellinger, Nathalie Japkowicz, Christopher Drummond |