Knowledge Exploration in Life Science Informatics [electronic resource] : International Symposium KELSI 2004, Milan, Italy, November 25-26, 2004. Proceedings / edited by Jesús A. López, Emilio Benfenati, Werner Dubitzky.

A Pen-and-Paper Notation for Teaching Biosciences -- An Exploration of Some Factors Affecting the Correlation of mRNA and Proteomic Data -- Improving Rule Induction Precision for Automated Annotation by Balancing Skewed Data Sets -- A Randomized Algorithm for Distance Matrix Calculations in Multiple Sequence Alignment -- Extracting Sequential Patterns for Gene Regulatory Expressions Profiles -- Data Analysis of Microarrays Using SciCraft -- Functional Data Analysis of the Dynamics of Gene Regulatory Networks -- Text Mining of Full Text Articles and Creation of a Knowledge Base for Analysis of Microarray Data -- Analysis of Protein/Protein Interactions Through Biomedical Literature: Text Mining of Abstracts vs. Text Mining of Full Text Articles -- Ranking for Medical Annotation: Investigating Performance, Local Search and Homonymy Recognition -- A New Artificial Life Formalization Model: A Worm with a Bayesian Brain -- Teaching Grasping to a Humanoid Hand as a Generalization of Human Grasping Data -- JavaSpaces – An Affordable Technology for the Simple Implementation of Reusable Parallel Evolutionary Algorithms -- Detecting and Adapting to Concept Drift in Bioinformatics -- Feature Extraction and Classification of the Auditory Brainstem Response Using Wavelet Analysis -- Evaluation of Outcome Prediction for a Clinical Diabetes Database -- Cytochrome P450 Classification of Drugs with Support Vector Machines Implementing the Nearest Point Algorithm -- Multiple-Instance Case-Based Learning for Predictive Toxicology -- Modelling and Prediction of Toxicity of Environmental Pollutants -- Modelling Aquatic Toxicity with Advanced Computational Techniques: Procedures to Standardize Data and Compare Models.