| 2013 | Partially-Sparse Restricted Boltzmann Machine for Background Modeling and Subtraction. | Rui Guo, Hairong Qi |
| 2013 | Predicting Next Location of Twitter Users for Surveillance. | Sedef Gunduz, Uraz Yavanoglu, Seref Sagiroglu |
| 2013 | Approach to Cold-Start Problem in Recommender Systems in the Context of Web-Based Education. | Reginaldo Aparecido Gotardo, Estevam Rafael Hruschka Junior, Srgio Donizetti Zorzo |
| 2013 | On-Line Incremental Learning for Unknown Conditions during Assembly Operations with Robots. | Jose Luis Navarro Gonzalez, Ismael Lpez-Jurez, Keny Ordaz-Hernndez |
| 2013 | The Estimation of Students' Academic Success by Data Mining Methods. | Hanife Goker, Halil-Ibrahim Bulbul, Erdal Irmak |
| 2013 | Selective Sampling Designs to Improve the Performance of Classification Methods. | Soroosh Ghorbani, Michel C. Desmarais |
| 2013 | Learning-Based Incremental Creation of Web Image Databases. | Marian George, Nagia M. Ghanem, Mohamed A. Ismail |
| 2013 | Price Forecasting in the Spanish Day-Ahead Electricity Market Using Preconditioned Wind Power Information. | Christian Geidel, Hamidreza Zareipour |
| 2013 | Improving Software Quality Estimation by Combining Boosting and Feature Selection. | Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2013 | Predicting Parallelization of Sequential Programs Using Supervised Learning. | Daniel Fried, Zhen Li, Ali Jannesari, Felix Wolf |
| 2013 | Multi-modal Tree-Based SVM Classification. | Cecille Freeman, Dana Kulic, Otman Basir |
| 2013 | Informative Projection Recovery for Classification, Clustering and Regression. | Madalina Fiterau, Artur Dubrawski |
| 2013 | Linear Online Learning over Structured Data with Distributed Tree Kernels. | Simone Filice, Danilo Croce, Roberto Basili, Fabio Massimo Zanzotto |
| 2013 | A Comparative Analysis of Cryptographic Algorithms and Transformation Functions for Biometric Data. | Isaac de L. Oliveira Filho, Otaciana G. R. Santiago, Anne M. P. Canuto, Benjamn Ren Callejas Bedregal |
| 2013 | Parallel Coordinate Descent for the Adaboost Problem. | Olivier Fercoq |
| 2013 | Natural Image Segmentation Based on Precise Edge Detection. | Wenya Feng, Yilin Guo, Xiaoyu Shi, Yonggan Hou |
| 2013 | Ordered Segment for Classification of Big Data. | A. Fatholahzadeh |
| 2013 | A Comparative Study of Food Intake Detection Using Artificial Neural Network and Support Vector Machine. | Muhammad Farooq, Juan M. Fontana, Akua F. Boateng, Megan A. McCrory, Edward Sazonov |
| 2013 | Approximate l-Fold Cross-Validation with Least Squares SVM and Kernel Ridge Regression. | Richard E. Edwards, Hao Zhang, Lynne E. Parker, Joshua R. New |
| 2013 | Hindi Language Graphical User Interface to Database Management System. | Mohit Dua, Sandeep Kumar, Zorawar Singh Virk |
| 2013 | An Empirical Comparison of Spectral Learning Methods for Classification. | Adam Drake, Dan Ventura |
| 2013 | An Ensemble Learning Framework for Online Web Spam Detection. | Cailing Dong, Bin Zhou |
| 2013 | Active Learning for Alert Triage. | Justin E. Doak, Joe Ingram, Jeffery Shelburg, Joshua Johnson, Brandon Rohrer |
| 2013 | Simplifying the Utilization of Machine Learning Techniques for Bioinformatics. | David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano |
| 2013 | Terrain Classification for a Quadruped Robot. | Jonas Degrave, Robin Van Cauwenbergh, Francis Wyffels, Tim Waegeman, Benjamin Schrauwen |