| 2009 | Video Copy Detection Using Temporally Informative Representative Images. | Mani Malekesmaeili, Mehrdad Fatourechi, Rabab K. Ward |
| 2009 | Feature Selection in Cancer Classification from mRNA Data Based on Localized Dimension Reduction. | Rami N. Mahdi, Eric C. Rouchka |
| 2009 | Evolution of Parameters for an Autonomous Canine Control Algorithm. | William Lyles, Winard Britt, David M. Bevly |
| 2009 | ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approximation. | Manuel Loth, Philippe Preux, Samuel Delepoulle, Christophe Renaud |
| 2009 | Markerless Fluoroscopic Gating for Lung Cancer Radiotherapy Using Generalized Linear Discriminant Analysis. | Ruijiang Li, John H. Lewis, Steve B. Jiang |
| 2009 | A Syllable-Level Probabilistic Framework for Bird Species Identification. | Balaji Lakshminarayanan, Raviv Raich, Xiaoli Z. Fern |
| 2009 | Enabling Efficient Time Series Analysis for Wearable Activity Data. | Kristof Van Laerhoven, Eugen Berlin, Bernt Schiele |
| 2009 | Learning Deep Neural Networks for High Dimensional Output Problems. | Benjamin Labb, Romain Hrault, Clment Chatelain |
| 2009 | A New Digital Control DC-DC Converter with Multi-layer Neural Network Predictor. | Fujio Kurokawa, Hidenori Maruta, Tomoyuki Mizoguchi, Akihiro Nakamura, Hiroyuki Osuga |
| 2009 | Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs. | Mark Kroon, Shimon Whiteson |
| 2009 | The Neuro Slot Car Racer: Reinforcement Learning in a Real World Setting. | Tim C. Kietzmann, Martin A. Riedmiller |
| 2009 | Feature Selection with Imbalanced Data for Software Defect Prediction. | Taghi M. Khoshgoftaar, Kehan Gao |
| 2009 | A Novel OCR System for Calculating Handwritten Persian Arithmetic Expressions. | Sirvan Khalighi, Parisa Tirdad, Hamid R. Rabiee, Mehdi Parviz |
| 2009 | Graph Propositionalization for Random Forests. | Thashmee Karunaratne, Henrik Bostrm |
| 2009 | Mahalanobis Distance Based Non-negative Sparse Representation for Face Recognition. | Yangfeng Ji, Tong Lin, Hongbin Zha |
| 2009 | A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis. | Xun Jia, Yifei Lou, Ruijiang Li, Xuejun Gu, John Levis, Steve B. Jiang |
| 2009 | Clustering and Naive Bayesian Approaches for Situation-Aware Recommendation on Mobile Devices. | Sangoh Jeong, Swaroop Kalasapur, Doreen Cheng, Henry Song, Hyuk Cho |
| 2009 | Outlier Detection with One-Class Classifiers from ML and KDD. | Jeroen H. M. Janssens, Ildik Flesch, Eric O. Postma |
| 2009 | Grounding Symbols: Labelling and Resolving Pronoun Resolution with fLIF Neurons. | Fawad Jamshed, Christian R. Huyck |
| 2009 | Contextual Analysis Processing Able to Interpret Coherence of Knowledge Representations Related to Reputation. | Miho Itoh |
| 2009 | Using Genetic Algorithm for Finding Switching Angles of a Single-Phase Multilevel DC/AC Converter on Solar Modules. | N. T. Isembergenov, B. T. Matkarimov |
| 2009 | On the Complexity of General Solution DAGs. | Jir Isa, Zuzana Reitermanov, Ondrej Skora |
| 2009 | Multi Agent Holonic Based Architecture for Communication and Learning about Power Demand in Residential Areas. | Silviu Ionita |
| 2009 | Learning Context Free Grammars by Using SAT Solvers. | Keita Imada, Katsuhiko Nakamura |
| 2009 | Alive on Back-feed Culprit Identification via Machine Learning. | Bert Huang, Ansaf Salleb-Aouissi, Philip Gross |