| 2004 | Multiclass protein fold recognition using multiobjective evolutionary algorithms. | Stanley Y. M. Shi, Ponnuthurai N. Suganthan, Kalyanmoy Deb |
| 2004 | A multifuzzy filtering approach to reliable gene expression profile analysis. | Huseyin Seker |
| 2004 | Statistical neural networks and support vector machine for the classification of genetic mutations in ovarian cancer. | Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley |
| 2004 | Genetic network reverse-engineering and network size; can we identify large GRNs? | Carey Pridgeon, David Corne |
| 2004 | Model and feature selection in microarray classification. | David A. Peterson, Michael H. Thaut |
| 2004 | Inferring neutral evolution from Parkinson's disease genes. | Gavyn Pang, Jagath C. Rajapakse |
| 2004 | Evolutionary optimization of interval rules for drug design. | Jrgen Paetz |
| 2004 | Grouping and visualizing human endogenous retroviruses by bootstrapping median self-organizing maps. | Merja Oja, Gran O. Sperber, Jonas Blomberg, Samuel Kaski |
| 2004 | Analyzing gene expression data for childhood medulloblastoma survival with artificial neural networks. | Ajit Narayanan, Evangelia Nana, Ed Keedwell |
| 2004 | Classification of event-related potentials in individuals at risk for alcoholism using wavelet transform and artificial neural network. | Carla D. Lopes, Josias O. Mainardi, Milton A. Zaro, Altamiro Amadeu Susin |
| 2004 | A new distance metric and its application in phylogenetic tree construction. | Wang Long-Hui, Liu Juan, Zhou Huai-Bei, Shi Feng |
| 2004 | Secret sequence comparison in distributed computing environments by interval sampling. | Ken-ichi Kurata, Vincent Breton, Hiroshi Nakamura |
| 2004 | Multiple DNA sequence approximate matching. | Kathleen M. Kaplan, John J. Kaplan |
| 2004 | Feature selection in proteomic pattern data with support vector machines. | Kees Jong, Elena Marchiori, Michle Sebag, Aad van der Vaart |
| 2004 | Extracting and mining protein-protein interaction network from biomedical literature. | Xiaohua Hu, Illhoi Yoo, Il-Yeol Song, Min Song, Jianchao Han, Mark Lechner |
| 2004 | Transmembrane segments prediction with support vector machine based on high performance encoding schemes. | Hae-Jin Hu, Robert W. Harrison, Phang C. Tai, Yi Pan |
| 2004 | High sensitivity technique for translation initiation site detection. | Loi Sy Ho, Jagath C. Rajapakse |
| 2004 | A parallel evolutionary algorithm for RNA secondary structure prediction using stacking-energies (INN and INN-HB). | Andrew Hendriks, Alain Deschnes, Kay C. Wiese |
| 2004 | Cluster analysis of the p53 genetic regulatory network: topology and biology. | Jennifer Hallinan |
| 2004 | Locally sensitive backtranslation based on multiple sequence alignment. | Rosalba Giugno, Alfredo Pulvirenti, Marco Ragusa, Loredana Facciola, Laura Patelmo, Valentina Di Pietro, Cinzia Di Pietro, Michele Purrello, Alfredo Ferro |
| 2004 | Preface to the proceedings. | David B. Fogel |
| 2004 | A variant of SVM-RFE for gene selection in cancer classification with expression data. | Kaibo Duan, Jagath C. Rajapakse |
| 2004 | Comparison of dynamic programming and evolutionary algorithms for RNA secondary structure prediction. | Alain Deschnes, Kay C. Wiese, Jagdeep Poonian |
| 2004 | Identification of botanical specimens using artificial neural networks. | Jonathan Y. Clark |
| 2004 | Comparison of discrimination methods for peptide classification in tandem mass spectrometry. | Anthony J. Bonner, Han Liu |