| 2013 | Can We Minimize the Influence Due to Gender and Race in Age Estimation? | Xiaolong Wang, Vincent Ly, Guoyu Lu, Chandra Kambhamettu |
| 2013 | Epidemiological Data Analysis in TerraFly Geo-spatial Cloud. | Huibo Wang, Yun Lu, Yudong Guang, Erik Edrosa, Mingjin Zhang, Raul Camarca, Yelena Yesha, Tajana Lucic, Naphtali Rishe |
| 2013 | An Empirical Study on Wrapper-Based Feature Selection for Software Engineering Data. | Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2013 | Comparative Analysis on the Stability of Feature Selection Techniques Using Three Frameworks on Biological Datasets. | Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab, Amri Napolitano |
| 2013 | Comparison of Stability for Different Families of Filter-Based and Wrapper-Based Feature Selection. | Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2013 | Random Forest with 200 Selected Features: An Optimal Model for Bioinformatics Research. | Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano |
| 2013 | A Temporal Difference GNG-Based Algorithm That Can Learn to Control in Reinforcement Learning Environments. | Davi C. de L. Vieira, Paulo J. L. Adeodato, Paulo M. Goncalves Junior |
| 2013 | Scalable and Locally Applicable Measures of Treatment Variation That Use Hospital Billing Data. | Michael A. Vedomske, Matthew S. Gerber, Donald E. Brown, James H. Harrison |
| 2013 | Random Forests on Ubiquitous Data for Heart Failure 30-Day Readmissions Prediction. | Michael A. Vedomske, Donald E. Brown, James H. Harrison |
| 2013 | Automated Pap Smear Cell Analysis: Optimizing the Cervix Cytological Examination. | Daniela Mayumi Ushizima, Alessandra H. Gomes, Cludia M. Carneiro, Andrea Gomes Campos Bianchi |
| 2013 | Advanced Pattern Recognition Approach for Fault Diagnosis of Wind Turbines. | Houari Toubakh, Moamar Sayed-Mouchaweh, Eric Duviella |
| 2013 | LIPID: Local Image Permutation Interval Descriptor. | Tian Tian, Ishwar K. Sethi, Delie Ming, Yun Zhang, Jiayi Ma |
| 2013 | Approach to Control of Hybrid Renewable Power System on the Basis of AE-Method Using Genetic Algorithm. | Viktor Ten, B. T. Matkarimov, N. T. Isembergenov |
| 2013 | How Learning Enables Intelligence Analysts to Rapidly Develop Practical Cognitive Assistants. | Gheorghe Tecuci, Mihai Boicu, Dorin Marcu, David Schum |
| 2013 | Learning Decision Trees from Uncertain Data with an Evidential EM Approach. | Nicolas Sutton-Charani, Sbastien Destercke, Thierry Denoeux |
| 2013 | Fault Diagnosis in Railway Track Circuits Using Support Vector Machines. | Shangpeng Sun, Huibing Zhao |
| 2013 | Deep Multiple Kernel Learning. | Eric V. Strobl, Shyam Visweswaran |
| 2013 | Automatic Grading of Computer Programs: A Machine Learning Approach. | Shashank Srikant, Varun Aggarwal |
| 2013 | Weak Segmentations and Ensemble Learning to Predict Semantic Ratings of Lung Nodules. | Ethan Smith, Patrick Stein, Jacob Furst, Daniela Stan Raicu |
| 2013 | Machine Learning Techniques Applied to Sensor Data Correction in Building Technologies. | Matt K. Smith, Charles C. Castello, Joshua R. New |
| 2013 | A New Approach to Detecting Content Anomalies in Wikipedia. | Duygu Sinanc, Uraz Yavanoglu |
| 2013 | Applying Machine Learning and Audio Analysis Techniques to Insect Recognition in Intelligent Traps. | Diego Furtado Silva, Vincius M. A. de Souza, Gustavo E. A. P. A. Batista, Eamonn J. Keogh, Daniel P. W. Ellis |
| 2013 | A Hybrid Feature Selection and Generation Algorithm for Electricity Load Prediction Using Grammatical Evolution. | Anthony Mihirana De Silva, Farzad Noorian, Richard I. A. Davis, Philip Heng Wai Leong |
| 2013 | Evolutionary Content Pre-fetching in Mobile Networks. | Omar K. Shoukry, Magda B. Fayek |
| 2013 | Applications of Class-Conditional Conformal Predictor in Multi-class Classification. | Fan Shi, Cheng Soon Ong, Christopher Leckie |