| 2011 | Towards Automatic Classification on Flying Insects Using Inexpensive Sensors. | Gustavo E. A. P. A. Batista, Yuan Hao, Eamonn J. Keogh, Agenor Mafra-Neto |
| 2011 | Network-Based Filtering of Unreliable Markers in Genome Mapping. | Omar Al Azzam, Loai Al Nimer, Charith Chitraranjan, Anne M. Denton, Ajay Kumar, Filippo M. Bassi, Muhammad J. Iqbal, Shahryar F. Kianian |
| 2011 | The Biased Multi-objective Optimization Using the Reference Point: Toward the Industrial Logistics Network. | Eriko Azuma, Tomohiro Shimada, Keiki Takadama, Hiroyuki Sato, Kiyohiko Hattori |
| 2011 | Arabic Handwriting Recognition Using Concavity Features and Classifier Fusion. | Sherif Abdel Azeem, Maha El Meseery |
| 2011 | Recognition of Segmented Online Arabic Handwritten Characters of the ADAB Database. | Sherif Abdel Azeem, Hany Ahmed |
| 2011 | Probabilistic clustering based on Langevin mixture. | Ola Amayri, Nizar Bouguila |
| 2011 | Feature Selection Metric Using AUC Margin for Small Samples and Imbalanced Data Classification Problems. | Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli |
| 2011 | Multiple Sources Classification of Gene Position on Chromosomes Using Statistical Significance of Individual Classification Results. | Loai M. Alnemer, Omar Al Azzam, Charith Chitraranjan, Anne M. Denton, Filippo M. Bassi, Muhammad J. Iqbal, Shahryar F. Kianian |
| 2011 | Speech Rating System through Space Mapping. | Ibrahim Almosallam, Mohamed I. Alkanhal |
| 2011 | Arabic Text-Dependent Speaker Verification for Mobile Devices Using Artificial Neural Networks. | Abdulrahman Alarifi, Issa Alkurtass, AbdulMalik S. Al-Salman |
| 2011 | Using Genre Interest of Users to Detect Profile Injection Attacks in Movie Recommender Systems. | Ghazaleh Aghili, Mehdi Shajari, Shahram Khadivi, Mohammad Amin Morid |
| 2011 | Choosing Best Fitness Function with Reinforcement Learning. | Arina Afanasyeva, Maxim Buzdalov |
| 2010 | Aggregating Multiple Biological Measurements Per Patient. | Valentina Bayer Zubek, Faisal M. Khan |
| 2010 | A Structural SVM Approach for Reference Parsing. | Xiaoli Zhang, Jie Zou, Daniel X. Le, George R. Thoma |
| 2010 | Incremental Nystrm Low-Rank Decomposition for Dynamic Learning. | Lin Zhang, Hongyu Li |
| 2010 | The Influence Machine: Nonnegative Instance-Space Learning with Differentiated Regularization. | Jian Zhang |
| 2010 | Modeling Occupancy Behavior for Energy Efficiency and Occupants Comfort Management in Intelligent Buildings. | Tina Yu |
| 2010 | A Novel Application of Principal Surfaces to Segmentation in 4D-CT for Radiation Treatment Planning. | Sheng You, Esra Ataer Cansizoglu, Deniz Erdogmus, James Tanyi, Jayashree Kalpathy-Cramer |
| 2010 | Intelligent Classification System Using a Pruned Bayes Fuzzy Rule Set. | I-Hsien Yin, Estevam R. Hruschka Jr., Heloisa de Arruda Camargo |
| 2010 | Query Expansion for UMLS Metathesaurus Disambiguation Based on Automatic Corpus Extraction. | Antonio Jimeno-Yepes, Alan R. Aronson |
| 2010 | Identifying Abbreviation Definitions Machine Learning with Naturally Labeled Data. | Lana Yeganova, Donald C. Comeau, W. John Wilbur |
| 2010 | A Probabilistic Graphical Model of Quantum Systems. | Chen-Hsiang Yeang |
| 2010 | How Dependencies Affect the Capability of Several Feature Selection Approaches to Extract the Key Features. | Qin Yang, Robin Gras |
| 2010 | Kernel-based Approaches for Collaborative Filtering. | Zhonghang Xia, Wenke Zhang, Manghui Tu, I-Ling Yen |
| 2010 | Sequential Data Clustering. | Jianfei Wu, Loai Al Nimer, Omar Al Azzam, Charith Chitraranjan, Saeed Salem, Anne M. Denton |