| 2005 | ERP signal identification of Individuals at Risk for Alcoholism using Learning Vector Quantization Network. | Carla D. Lopes, Erik Schler, Paulo Engel, Altamiro Amadeu Susin |
| 2005 | Modeling Transcriptional Regulation in Chondrogenesis Using Particle Swarm Optimization. | Yunlong Liu, Hiroki Yokota |
| 2005 | Utilizing Artificial Neural Networks to Elucidate Serum Biomarker Patterns Which Discriminate Between Clinical Stages in Melanoma. | Lee Lancashire, Selma Ugurel, Colin Creaser, Dirk Schadendorf, Robert C. Rees, Graham R. Ball |
| 2005 | Novel Algorithm for MALDI-TOF Baseline Drift Removal. | Joseph Kolibal, Daniel Howard |
| 2005 | A Kernel Method for MicroRNA Target Prediction Using Sensible Data and Position-Based Features. | Sung-Kyu Kim, Jin-Wu Nam, Wha-Jin Lee, Byoung-Tak Zhang |
| 2005 | A New Semi-Supervised Subspace Clustering Algorithm on Fitting Mixture Models. | Young Bun Kim, Jean Gao |
| 2005 | Training Reformulated Radial Basis Function Neural Networks Capable of Identifying Uncertainty in the Recognition of Videotaped Neonatal Seizures. | Nicolaos B. Karayiannis, Yaohua Xiong |
| 2005 | Two-Phase EA/k-NN for Feature Selection and Classification in Cancer Microarray Datasets. | Thorhildur Juliusdottir, David Corne, Ed Keedwell, Ajit Narayanan |
| 2005 | Evolutionary Granular Kernel Trees and Applications in Drug Activity Comparisons. | Bo Jin, Yan-Qing Zhang, Binghe Wang |
| 2005 | An Internet-based Melanoma Diagnostic System - Toward the Practical Application. | Hitoshi Iyatomi, Hiroshi Oka, Masahiro Hashimoto, Masaru Tanaka, Koichi Ogawa |
| 2005 | Interpretable Prediction of Protein Stability Changes upon Mutation by Using Decision Tree. | Larry Huang, Wen-Lin Huang, Shinn-Ying Ho, Shiow-Fen Hwang |
| 2005 | Pathway Optimization of Mycobacterium Tuberculosis Drug Response Networks. | Chien-Feng Huang, Christian Forst, Madeline Tiee |
| 2005 | Neural Spike Communication under Noisy Environments. | Noriyasu Homma, Koh Fuchigami, Madan M. Gupta |
| 2005 | Diffuse Large B-cell Lymphoma Classification Using Genetic Programming Classifier. | Supoj Hengpraprohm, Prabhas Chongstitvatana |
| 2005 | Predicting Peroxisomal Proteins. | John Hawkins, Mikael Bodn |
| 2005 | A Machine Leaning Approach to Resolving Incongruence in Molecular Phylogenies and Visualization Analysis. | Xiaoxu Han |
| 2005 | Toward Protein Structure Analysis with Self-Organizing Maps. | Lutz Hamel, Gongqin Sun, Jing Zhang |
| 2005 | Network Motifs, Feedback Loops and the Dynamics of Genetic Regulatory Networks. | Jennifer Hallinan, Paul T. Jackway |
| 2005 | Segment and Combine Approach for Biological Sequence Classification. | Pierre Geurts, Antia Blanco Cuesta, Louis Wehenkel |
| 2005 | The Homology Kernel: A Biologically Motivated Sequence Embedding into Euclidean Space. | Eleazar Eskin, Sagi Snir |
| 2005 | Improving Protein Function Prediction Using the Hierarchical Structure of the Gene Ontology. | Roman Eisner, Brett Poulin, Duane Szafron, Paul Lu, Russell Greiner |
| 2005 | Biological Sequence Prediction using General Fuzzy Automata. | Mansoor Doostfatemeh, Stefan C. Kremer |
| 2005 | A Novel Bioinformatics Technique for Predicting Condition-specific Transcription Factor Binding Sites. | Valmik Desai, Purvesh Khatri, Arina Done, Aviva Friedman, Michael A. Tainsky, Sorin Draghici |
| 2005 | System Identification and Nonlinear Factor Analysis for Discovery and Visualization of Dynamic Gene Regulatory Pathways. | Alireza Darvish, Kayvan Najarian, Dong Hyun Jeong, William Ribarsky |
| 2005 | Intrinsic Disorder and Protein modifications: Building an SVM Predictor for Methylation. | Kenneth Daily, Predrag Radivojac, A. Keith Dunker |