| 2009 | Development of an Intelligent Decision Support System for Determining the Efficiency of Shunt Active Power Filter. | Seref Sagiroglu, Ramazan Bayindir, Orhan Kaplan, Hamdi Tolga Kahraman |
| 2009 | Multi-Region Tracking for Lung Tumor Motion Assessment. | Jorg Rottmann, Michalis Aristophanous, Sang-June Park, Aileen Chen, Ross Berbeco |
| 2009 | Sensitivity Analysis of POMDP Value Functions. | Stphane Ross, Masoumeh T. Izadi, Mark Mercer, David L. Buckeridge |
| 2009 | Text Classification Methodologies Applied to Micro-Text in Military Chat. | Kevin Dela Rosa, Jeffrey Ellen |
| 2009 | Report Cards for Manholes: Eliciting Expert Feedback for a Learning Task. | Axinia Radeva, Cynthia Rudin, Rebecca J. Passonneau, Delfina Isaac |
| 2009 | Learning American English Accents Using Ensemble Learning with GMMs. | Jonathan T. Purnell, Malik Magdon-Ismail |
| 2009 | A Multiobjective Genetic Fuzzy System for Obtaining Compact and Accurate Fuzzy Classifiers with Transparent Fuzzy Partitions. | Pietari Pulkkinen |
| 2009 | Multiagent Transfer Learning via Assignment-Based Decomposition. | Scott Proper, Prasad Tadepalli |
| 2009 | Maximum Likelihood Logistic Regression Using Metaheuristics. | Leif E. Peterson |
| 2009 | Exploring Scale-Induced Feature Hierarchies in Natural Images. | Jukka Perki, Tinne Tuytelaars, Wray L. Buntine |
| 2009 | Differentially Expressed Gene Identification Based on Separability Index. | Meir Perez, Jonathan Featherston, David M. Rubin, Tshilidzi Marwala, Lesley E. Scott, Wendy S. Stevens |
| 2009 | Genetic Algorithms, Neural Networks, Fuzzy Inference System, Support Vector Machines for Call Performance Classification. | Pretesh B. Patel, Tshilidzi Marwala |
| 2009 | Fast Discriminative Linear Models for Scalable Video Tagging. | Roberto Paredes, Adrian Ulges, Thomas M. Breuel |
| 2009 | An Expert System to Estimate the Capacity of Harvesting Energy from Biogas and its Capacity in TRNC. | Hasan H. Onder |
| 2009 | Estimation of Fuel Cell Life Time Using Latent Variables in Regression Context. | Raissa Onanena, Faicel Chamroukhi, Latifa Oukhellou, Denis Candusso, Patrice Aknin, Daniel Hissel |
| 2009 | Bayesian Network Learning for Detecting Reliable Interactions of Dose-Volume Related Parameters in Radiation Pneumonitis. | Jung Hun Oh, Issam El-Naqa |
| 2009 | Application of Machine Learning Techniques for Prediction of Radiation Pneumonitis in Lung Cancer Patients. | Jung Hun Oh, Rawan Al-Lozi, Issam El-Naqa |
| 2009 | Application of Inductive Confidence Machine to ICMLA Competition Data. | Ilia Nouretdinov, Brian Burford, Alex Gammerman |
| 2009 | Comparative Analysis of Support Vector Machines Based on Linear and Quadratic Optimization Criteria. | Alexey Nefedov, Jiankuan Ye, Casimir A. Kulikowski, Ilya B. Muchnik, Kenton Morgan |
| 2009 | Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule. | Sriraam Natarajan, Prasad Tadepalli, Gautam Kunapuli, Jude W. Shavlik |
| 2009 | An Instance-Based Learning Approach for Available-Memory Non-minimal Cost-Bounded Search. | Sandeep K. Namilikonda, Nihar R. Mahapatra |
| 2009 | Conditional Random Fields for Rock Characterization Using Drill Measurements. | Sildomar T. Monteiro, Fabio T. Ramos, Peter Hatherly |
| 2009 | Discriminative Multi-stream Discrete Hidden Markov Models. | Oualid Missaoui, Hichem Frigui, Paul D. Gader |
| 2009 | Conditional Prediction Intervals for Linear Regression. | Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alex Gammerman |
| 2009 | A Timing-Based Classification Method for Human Voice in Opera Recordings. | Maria-Cristina V. Marinescu, Rafael Ramrez |