| 2008 | A Study of GP's Division Operators for Symbolic Regression. | Matej Sprogar |
| 2008 | Toward Chemical-Trail Following Robots. | Pedro Angelo Morais de Sousa, Lino Marques, Anbal T. de Almeida |
| 2008 | A Comparison of Three Different Methods for Classification of Breast Cancer Data. | Daniele Soria, Jonathan M. Garibaldi, Elia Biganzoli, Ian O. Ellis |
| 2008 | Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating Genes. | Cecilia Snstrd, Ulf Johansson, Ulf Norinder, Henrik Bostrm |
| 2008 | Clustering for DNA Microarray Data Analysis with a Graph Cut Based Algorithm. | Jia Song, Chunmei Liu, Yinglei Song, Junfeng Qu |
| 2008 | Automating Microarray Classification Using General Regression Neural Networks. | Caio Soares, Lacey Montgomery, Kenneth Rouse, Juan E. Gilbert |
| 2008 | Improving Accuracy in the Montgomery County Corrections Program Using Case-Based Reasoning. | Caio Soares, Christin Hamilton, Lacey Montgomery, Juan E. Gilbert |
| 2008 | RNA Search Acceleration with Genetic Algorithm Generated Decision Trees. | Scott F. Smith |
| 2008 | Biological Plausibility in Artificial Neural Networks: An Improvement on Earlier Models. | Alberione Braz da Silva, Joo Lus Garcia Rosa |
| 2008 | Selecting Examples in Manifold Reduced Feature Space for Active Learning. | Catarina Silva, Bernardete Ribeiro |
| 2008 | A Weighted Distance Measure for Calculating the Similarity of Sparsely Distributed Trajectories. | Pekka Siirtola, Perttu Laurinen, Juha Rning |
| 2008 | An Improved Generalized Discriminant Analysis for Large-Scale Data Set. | Weiya Shi, Yue-Fei Guo, Cheng Jin, Xiangyang Xue |
| 2008 | Temporal Exemplar-Based Bayesian Networks for Facial Expression Recognition. | Lifeng Shang, Kwok-Ping Chan |
| 2008 | Extraction of Failure Graphs from Structured and Unstructured Data. | Martin Schierle, Daniel Trabold |
| 2008 | Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing. | Sophia Sakellaridi, Haw-ren Fang, Yousef Saad |
| 2008 | Probabilistic Mixed Topological Map for Categorical and Continuous Data. | Nicoleta Rogovschi, Mustapha Lebbah, Youns Bennani |
| 2008 | A Fully Automatic Crossword Generator. | Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori |
| 2008 | Classifier-Based Policy Representation. | Ioannis Rexakis, Michail G. Lagoudakis |
| 2008 | A New Neural Network to Process Missing Data without Imputation. | Mary M. Randolph-Gips |
| 2008 | Applying Learning by Tutelage and Multimodal Interface to Sociable Robots. | Cludio Adriano Policastro, Gabriel D. Pais, Vitor R. Munhoz, Roseli A. F. Romero, Giovana Zuliani, Ednaldo Brigante Pizzolato |
| 2008 | Boltzmann Machine Topology Learning for Distributed Sensor Networks Using Loopy Belief Propagation Inference. | Cristina Picus, Luigi Cambrini, Wolfgang Herzner |
| 2008 | Hermite/Laguerre Neural Networks for Classification of Artificial Fingerprints from Optical Coherence Tomography. | Leif E. Peterson, Kirill V. Larin |
| 2008 | Incremental Learning for Multitask Pattern Recognition Problems. | Seiichi Ozawa, Asim Roy |
| 2008 | Crayfish Robot Employing Flow Induced by Waving to Locate a Chemical Source. | Mari Ohashi, Yuichi Minagawa, Yuki Myoren, Hiroshi Ishida |
| 2008 | Empirical Comparison of Greedy Strategies for Learning Markov Networks of Treewidth k. | K. Nunez, Jianhua Chen, Peter P. Chen, Guoli Ding, Robert F. Lax, Brian D. Marx |