| 2013 | Adversarial Spam Detection Using the Randomized Hough Transform-Support Vector Machine. | Dave DeBarr, Hao Sun, Harry Wechsler |
| 2013 | Distributed Kernel Matrix Approximation and Implementation Using Message Passing Interface. | Taher A. Dameh, Wael Abd-Almageed, Mohamed Hefeeda |
| 2013 | A Latent Semantic Approach to XML Clustering by Content and Structure Based on Non-negative Matrix Factorization. | Gianni Costa, Riccardo Ortale |
| 2013 | Artificial Neural Networks Controller Algorithm Developed for a Brushless DC Motor. | Ilhami Colak, Murat Sahin, Zafer Esen |
| 2013 | Recommending Messages to Users in Social Networks: A Cross-Site Study. | Robin Cohen, Noel Sardana, Kamal Rahim, Disney Yan Lam, M. Li, O. Maccarthy, E. Woo, Jie Zhang, Guibing Guo |
| 2013 | A Multimodal Approach to Song-Level Style Identification in Pop/Rock Using Similarity Metrics. | Ching-Hua Chuan |
| 2013 | Computed Data-Geometry Based Supervised and Semi-supervised Learning in High Dimensional Data. | Elizabeth P. Chou, Fushing Hsieh, John Capitanio |
| 2013 | Learning Finite-State Machines: Conserving Fitness Function Evaluations by Marking Used Transitions. | Daniil Chivilikhin, Vladimir Ulyantsev |
| 2013 | SetNet: Ensemble Method Techniques for Learning Regulatory Networks. | I. Chebil, Mohamed Elati, Cline Rouveirol, G. Santini |
| 2013 | Learning to Track Multi-target Online by Boosting and Scene Layout. | Guang Chen, Feihu Zhang, Daniel Clarke, Alois C. Knoll |
| 2013 | Sampling Adaptively Using the Massart Inequality for Scalable Learning. | Jianhua Chen, Jian Xu |
| 2013 | Protein Local Tertiary Structure Prediction Using the Adaptively-Branching FGK-DF Model. | Bernard Chen, Cody Hudson, Aaron Crawford, Minwoo Kim |
| 2013 | Determining Potential Yeast Longevity Genes via PPI Networks and Microarray Data Clustering Analysis. | Bernard Chen, Roshan Doolabh, Fusheng Tang |
| 2013 | A Sequential Testing Procedure for Multiple Change-Point Detection in a Stream of Pneumatic Door Signatures. | Nicolas Cheifetz, Allou Sam, Patrice Aknin, Emmanuel De Verdalle, Damien Chenu |
| 2013 | A Neural Network Approach to Multi-step-ahead, Short-Term Wind Speed Forecasting. | Julin L. Crdenas-Barrera, Julian Meng, Eduardo Castillo Guerra, Liuchen Chang |
| 2013 | A First Step towards the Runtime Analysis of Evolutionary Algorithm Adjusted with Reinforcement Learning. | Maxim Buzdalov, Arina Buzdalova, Anatoly Shalyto |
| 2013 | Stable On-Line Learning with Optimized Local Learning, But Minimal Change of the Global Output. | Andreas Buschermhle, Werner Brockmann |
| 2013 | Blood Glucose Level Prediction Using Physiological Models and Support Vector Regression. | Razvan C. Bunescu, Nigel Struble, Cindy Marling, Jay Shubrook, Frank Schwartz |
| 2013 | On the Behaviour of Scalarization Methods for the Engagement of a Wet Clutch. | Tim Brys, Kristof Van Moffaert, Kevin Van Vaerenbergh, Ann Now |
| 2013 | Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System. | Juri Belikov, Sven Nomm, Eduard Petlenkov, Kristina Vassiljeva |
| 2013 | Gradient Hyper-parameter Optimization for Manifold Regularization. | Cassiano O. Becker, Paulo A. V. Ferreira |
| 2013 | An Evaluation of Machine Learning Methods to Detect Malicious SCADA Communications. | Justin M. Beaver, Raymond C. Borges-Hink, Mark A. Buckner |
| 2013 | INDiC: Improved Non-intrusive Load Monitoring Using Load Division and Calibration. | Nipun Batra, Haimonti Dutta, Amarjeet Singh |
| 2013 | DECOBA: Utilizing Developers Communities in Bug Assignment. | Shadi Banitaan, Mamdouh Alenezi |
| 2013 | Cost Sensitive Credit Card Fraud Detection Using Bayes Minimum Risk. | Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Bjrn E. Ottersten |