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Knowledge exploration in life science informatics : international symposium KELSI 2004, Milan, Italy, November 25-26, 2004, proceedings

Author: Jesús A Alvarez López; Emilio Benfenati; Werner Dubitzky
Publisher: Berlin ; New York : Springer-Verlag Berlin Heidelberg, ©2004.
Series: Lecture notes in computer science, 3303.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Database:WorldCat
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Genre/Form: Conference papers and proceedings
Kongress
Mailand (2004)
Congresses
Congrès
Material Type: Conference publication, Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Jesús A Alvarez López; Emilio Benfenati; Werner Dubitzky
ISBN: 3540239278 9783540239277
OCLC Number: 63679648
Description: x, 248 pages : illustrations ; 23 cm.
Contents: 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.
Series Title: Lecture notes in computer science, 3303.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Responsibility: Jesús A. López, Emilio Benfenati, Werner Dubitzky, eds.
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