| 2005 | Deriving Matrix of Peptide-MHC Interactions in Diabetic Mouse by Genetic Algorithm. | Menaka Rajapakse, Lonce L. Wyse, Bertil Schmidt, Vladimir Brusic |
| 2005 | Improving Ensembles with Classificational Cellular Automata. | Petra Povalej, Mitja Lenic, Peter Kokol |
| 2005 | Knowledge Reduction of Rough Set Based on Partition. | Xiaobing Pei, Yuanzhen Wang |
| 2005 | A Multi-agent Based Context Aware Self-healing System. | Jeongmin Park, Hyunsang Youn, Eunseok Lee |
| 2005 | Using Pre-aggregation for Efficient Spatial Query Processing in Sensor Environments. | Soon-Young Park, Hae-Young Bae |
| 2005 | Model Trees for Classification of Hybrid Data Types. | Hsing-Kuo Pao, Shou-Chih Chang, Yuh-Jye Lee |
| 2005 | EXiT-B: A New Approach for Extracting Maximal Frequent Subtrees from XML Data. | Juryon Paik, Dongho Won, Farshad Fotouhi, Ung-Mo Kim |
| 2005 | A Comparative Study of Two Novel Predictor Set Scoring Methods. | Chia Huey Ooi, Madhu Chetty |
| 2005 | Sequential Search for Decremental Edition. | Jos Arturo Olvera-Lpez, Jess Ariel Carrasco-Ochoa, Jos Francisco Martnez Trinidad |
| 2005 | Universal Clustering with Family of Power Loss Functions in Probabilistic Space. | Vladimir Nikulin |
| 2005 | Induction of Linear Decision Trees with Real-Coded Genetic Algorithms and k-D Trees. | Sai-cheong Ng, Kwong-Sak Leung |
| 2005 | Generating Predicate Rules from Neural Networks. | Richi Nayak |
| 2005 | Designing an Optimal Network Using the Cross-Entropy Method. | Sho Nariai, Kin-Ping Hui, Dirk P. Kroese |
| 2005 | Circular SOM for Temporal Characterisation of Modelled Gene Expressions. | Carla S. Mller-Levet, Hujun Yin |
| 2005 | Extraction by Example: Induction of Structural Rules for the Analysis of Molecular Sequence Data from Heterogeneous Sources. | Olivo Miotto, Tin Wee Tan, Vladimir Brusic |
| 2005 | Kernel Biased Discriminant Analysis Using Histogram Intersection Kernel for Content-Based Image Retrieval. | Lin Mei, Gerd Brunner, Lokesh Setia, Hans Burkhardt |
| 2005 | A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection. | Jinwen Ma, Qi-Cai He |
| 2005 | A Multi-population chi | Jun Luo, Jinwen Ma |
| 2005 | A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection. | Zhiwu Lu, QianSheng Cheng, Jinwen Ma |
| 2005 | EEG Source Localization for Two Dipoles in the Brain Using a Combined Method. | Zhuoming Li, Yu Zhang, Qinyu Zhang, Masatake Akutagawa, Hirofumi Nagashino, Fumio Shichijo, Yohsuke Kinouchi |
| 2005 | New Rules for Hybrid Spatial Reasoning. | Wenhui Li, Haibin Sun |
| 2005 | Neural Networks: A Replacement for Gaussian Processes? | Matthew Lilley, Marcus R. Frean |
| 2005 | An Architecture for Multi-agent Based Self-adaptive System in Mobile Environment. | Seunghwa Lee, Jehwan Oh, Eunseok Lee |
| 2005 | SOM-Based Novelty Detection Using Novel Data. | Hyoungjoo Lee, Sungzoon Cho |
| 2005 | Matching Peptide Sequences with Mass Spectra. | K. W. Lau, Benjamin J. Stapley, Simon J. Hubbard, Hujun Yin |