| 2007 | Machine Learning Challenges in Chemoinformatics and Drug Screening and Design. | Pierre Baldi |
| 2007 | 2IBGSOM: interior and irregular boundaries growing self-organizing maps. | Thouraya Ayadi, Tarek M. Hamdani, Adel M. Alimi, Mohamed A. Khabou |
| 2007 | Phase transition and heuristic search in relational learning. | rick Alphonse, Aomar Osmani |
| 2007 | Rare Itemset Mining. | Mehdi Adda, Lei Wu, Yi Feng |
| 2006 | A Printing Workflow Recommendation Tool--Exploiting Correlations between Highly Sparse Case Logs. | Ming Zhong, Tong Sun |
| 2006 | Trend Analysis for Large Document Streams. | Chengliang Zhang, Shenghuo Zhu, Yihong Gong |
| 2006 | Off-Line Signature Recognition and Verification by Kernel Principal Component Self-Regression. | Bai-ling Zhang |
| 2006 | Condition Monitoring Using Pattern Recognition Techniques on Data from Acoustic Emissions. | Siril Yella, Narendra Kumar Gupta, Marc Dougherty |
| 2006 | On L_1-Norm Multi-class Support Vector Machines. | Lifeng Wang, Xiaotong Shen, Yuan F. Zheng |
| 2006 | Robust Model Selection Using Cross Validation: A Simple Iterative Technique for Developing Robust Gene Signatures in Biomedical Genomics Applications. | Ramasubbu Venkatesh, Charles Rowland, Hongjin Huang, Olivia T. Abar, John Sninsky |
| 2006 | Two-Level Hierarchical Hybrid SVM-RVM Classification Model. | Catarina Silva, Bernardete Ribeiro |
| 2006 | Application of Reinforcement Learning in Development of a New Adaptive Intelligent Traffic Shaper. | Iman Shames, Nima Najmaei, Mohammad Zamani, Ali Akbar Safavi |
| 2006 | Web Robot Learning Powered by Bluetooth Communication System. | Seref Sagiroglu, Nihat Yilmaz, M. Arif Wani |
| 2006 | Supernova Recognition Using Support Vector Machines. | Raquel A. Romano, Cecilia R. Aragon, Chris H. Q. Ding |
| 2006 | A New Machine Learning Technique Based on Straight Line Segments. | Joo Henrique Burckas Ribeiro, Ronaldo Fumio Hashimoto |
| 2006 | TF-ICF: A New Term Weighting Scheme for Clustering Dynamic Data Streams. | Joel W. Reed, Yu Jiao, Thomas E. Potok, Brian A. Klump, Mark T. Elmore, Ali R. Hurson |
| 2006 | Market Mechanism Designs with Heterogeneous Trading Agents. | Zengchang Qin |
| 2006 | Naive Bayes Classification Given Probability Estimation Trees. | Zengchang Qin |
| 2006 | Information of Binding Sites Improves Prediction of Protein-Protein Interaction. | Tapan Patel, Manoj Pillay, Rahul Jawa, Li Liao |
| 2006 | An Intelligent Automatic Fingerprint Recognition System Design. | Necla zkaya, Seref Sagiroglu, M. Arif Wani |
| 2006 | An Approximate Version of Kernel PCA. | Shawn Martin |
| 2006 | A Feature Selection Algorithm for Detecting Subtype Specific Functional Sites from Protein Sequences for Smad Receptor Binding. | Elena Marchiori, Walter Pirovano, Jaap Heringa, K. Anton Feenstra |
| 2006 | Introducing Emergent Loose Modules into the Learning Process of a Linear Genetic Programming System. | Xin Li, Chi Zhou, Weimin Xiao, Peter C. Nelson |
| 2006 | Identity Representability of Facial Expressions: An Evaluation Using Feature Pixel Distributions. | Qi Li, Chandra Kambhamettu |
| 2006 | Impact of the Predicted Protein Structural Content on Prediction of Structural Classes for the Twilight Zone Proteins. | Lukasz A. Kurgan, Mandana Rahbari, Leila Homaeian |