| 2009 | Exact Graph Structure Estimation with Degree Priors. | Bert Huang, Tony Jebara |
| 2009 | Transformation Learning Via Kernel Alignment. | Andrew G. Howard, Tony Jebara |
| 2009 | Learning Geographic Regions using Location Based Services in Next Generation Networks. | Yuheng He, Attila Michael Bilgic |
| 2009 | Learning Probabilistic Structure Graphs for Classification and Detection of Object Structures. | Johannes Hartz |
| 2009 | Theoretical and Empirical Analysis of Reward Shaping in Reinforcement Learning. | Marek Grzes, Daniel Kudenko |
| 2009 | A New Competitive Strategy for Self Organizing Map Learning. | Nistor Grozavu, Youns Bennani |
| 2009 | Ranking Electrical Feeders of the New York Power Grid. | Philip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta, Albert Boulanger |
| 2009 | Finding Answer Passages with Rank Optimizing Decision Trees. | Ingo Glckner |
| 2009 | Semantic Word Spaces for Robust Role Labeling. | Cristina Giannone, Danilo Croce, Roberto Basili |
| 2009 | Vocal Characteristics Classification of Audio Segments: An Investigation of the Influence of Accompaniment Music on Low-Level Features. | Daniel Grtner, Christian Dittmar |
| 2009 | Spectral Clustering and Feature Selection for Microarray Data. | Dario Garca-Garca, Ral Santos-Rodrguez |
| 2009 | Sequence Segmentation via Clustering of Subsequences. | Dario Garca-Garca, Emilio Parrado-Hernndez, Fernando Daz-de-Mara |
| 2009 | Mining Interesting Ratio Patterns over a Stream Sliding Window. | Wei Fan, Toyohide Watanabe, Koichi Asakura |
| 2009 | Ensemble Possibilistic K-NN for Functional Clustering of Gene Expression Profiles in Human Cancers Challenge. | Aleksey Fadeev, Oualid Missaoui, Hichem Frigui |
| 2009 | Dominant Audio Descriptors for Audio Classification and Retrieval. | Aleksey Fadeev, Oualid Missaoui, Hichem Frigui |
| 2009 | A Hybrid Approach to Process Mining: Finding Immediate Successors of a Process by Using From-To Chart. | Eren Esgin, Pinar Senkul |
| 2009 | A Novel Energy Saving and Power Production System Performance Analysis in Marine Power Plant Using Waste Heat. | Yalcin Durmusoglu, Tanzer Satir, Cengiz Deniz, Alper Kilic |
| 2009 | Machine Learning for Intra-Fraction Tumor Motion Modeling with Respiratory Surrogates. | Warren D. D'Souza, Kathleen Malinowski, Hao Howard Zhang |
| 2009 | Label Propagation on K-partite Graphs. | Chris H. Q. Ding, Tao Li, Dingding Wang |
| 2009 | Statistical Decision Making for Authentication and Intrusion Detection. | Christos Dimitrakakis, Aikaterini Mitrokotsa |
| 2009 | Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data. | Andre Dekker, Cary Dehing-Oberije, Dirk De Ruysscher, Philippe Lambin, Kartik Komati, Glenn Fung, Shipeng Yu, Andrew Hope, Wilfried De Neve, Yolande Lievens |
| 2009 | Improving Fusion of Dimensionality Reduction Methods for Nearest Neighbor Classification. | Sampath Deegalla, Henrik Bostrm |
| 2009 | Towards a Classifying Artificial Immune System for Web Server Attacks. | Melissa Danforth |
| 2009 | Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling. | Adrien Combaz, Nikolay V. Manyakov, Nikolay Chumerin, Johan A. K. Suykens, Marc M. Van Hulle |
| 2009 | A Parameter Determination System for Wind Turbines Based on Naive Bayes Classification Algorithm. | Ilhami Colak, Mehmet Demirtas, Gngr Bal, Hamdi Tolga Kahraman |