| 2008 | Mapping Uncharted Waters: Exploratory Analysis, Visualization, and Clustering of Oceanographic Data. | Joshua M. Lewis, Pincelli M. Hull, Kilian Q. Weinberger, Lawrence K. Saul |
| 2008 | Protein-Protein Interaction Prediction Using Single Class SVM. | Hairong Lei, Joe Michael Kniss |
| 2008 | Does Wikipedia Information Help Netflix Predictions? | John D. Lees-Miller, Fraser Anderson, Bret Hoehn, Russell Greiner |
| 2008 | Text, Image and Vector Graphics Based Appraisal of Contemporary Documents. | Sang-Chul Lee, William McFadden, Peter Bajcsy |
| 2008 | Predicting Algorithm Accuracy with a Small Set of Effective Meta-Features. | Jun Won Lee, Christophe G. Giraud-Carrier |
| 2008 | New Insights into Learning Algorithms and Datasets. | Jun Won Lee, Christophe G. Giraud-Carrier |
| 2008 | Relational Analysis for Consensus Clustering from Multiple Partitions. | Mustapha Lebbah, Youns Bennani, Hamid Benhadda |
| 2008 | Handling Large Volumes of Mined Knowledge with a Self-Reconfigurable Topology on Distributed Systems. | Nhien-An Le-Khac, Lamine M. Aouad, M. Tahar Kechadi |
| 2008 | Multimodal Music Mood Classification Using Audio and Lyrics. | Cyril Laurier, Jens Grivolla, Perfecto Herrera |
| 2008 | Comparison of the Effects of Morphological and Ontological Information on Text Categorization. | Cesar Koirala, Khaled Rasheed |
| 2008 | Active Stereo Olfactory Sensing System for Localization of Gas/Odor Source. | Atsushi Kohnotoh, Hiroshi Ishida |
| 2008 | Detection of Unnatural Movement Using Epitomic Analysis. | Wooyoung Kim, James M. Rehg |
| 2008 | Adaptive Control of Antilock Braking System Using Grey Multilayer Feedforward Neural Networks. | Erdal Kayacan, Yesim Oniz, Okyay Kaynak, Andon V. Topalov |
| 2008 | A Supervised Decision Rule for Multiclass Problems Minimizing a Loss Function. | Nisrine Jrad, Edith Grall-Mas, Pierre Beauseroy |
| 2008 | Autonomous Detector Using Saliency Map Model and Modified Mean-Shift Tracking for a Blind Spot Monitor in a Car. | Sungmoon Jeong, Sang-Woo Ban, Minho Lee |
| 2008 | Online Writer-Independent Character Recognition Using a Novel Relational Context Representation. | Sara Izadi, Ching Y. Suen |
| 2008 | Assessing Torso Deformity in Scoliosis Using Self-Organizing Neural Networks (SNN). | Philip Igwe, Mahdieh Emrani, Samer Adeeb, Doug Hill |
| 2008 | Research on Data Mining Algorithms for Automotive Customers' Behavior Prediction Problem. | Lan Huang, Chunguang Zhou, Yu-qin Zhou, Zhe Wang |
| 2008 | Learning Analysis by Reduction from Positive Data Using Reverible Languages. | Petr Hoffmann |
| 2008 | Estimation of Exercise Energy Expenditure Using a Wrist-Worn Accelerometer: A Linear Mixed Model Approach with Fixed-Effect Variable Selection. | Eija Haapalainen, Perttu Laurinen, Juha Rning, Hannu Kinnunen |
| 2008 | A Data Driven Knowledge Acquisition Method and Its Application in Power System Dynamic Stability Assessment. | Lin Guan, Tong-wen Wang, Yao Zhang, Li-jun Zhang |
| 2008 | A Bayesian Learning Automaton for Solving Two-Armed Bernoulli Bandit Problems. | Ole-Christoffer Granmo |
| 2008 | Text Classification Using Tree Kernels and Linguistic Information. | Teresa Gonalves, Paulo Quaresma |
| 2008 | Basis Function Construction in Reinforcement Learning Using Cascade-Correlation Learning Architecture. | Sertan Girgin, Philippe Preux |
| 2008 | Microarray Classification from Several Two-Gene Expression Comparisons. | Donald Geman, Bahman Afsari, Aik Choon Tan, Daniel Q. Naiman |