PRICAI 2004: Trends in Artificial Intelligence

PRICAI 2004: Trends in Artificial Intelligence

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This book constitutes the refereed proceedings of the 8th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2004, held in Auckland, New Zealand in August 2004. The 94 revised full papers and 45 revised poster papers presented together with 3 invited contributions were carefully reviewed and selected from 356 submissions. The papers are organized in topical sections on logic and reasoning, knowledge representation and search, ontologies, planning, constraint satisfaction, machine learning, computational learning, Bayesian networks, evolutionary computing, neural networks, fuzzy logic, data mining, classification and clustering, case-based reasoning, information retrieval, agent technology, robotics, bioinformatics, image processing and computer vision, natural language processing, and speech understanding and interaction.High density DNA microarrays are widely used in cancer research, monitoring thousands of genes at once. Due to small sample size and the large amount of genes in micrarray experiments, selection of significant genes via expression patterns is an ... In this paper we propose a new gene selection method based on partial correlation in regression analysis to find the informative genes to predict cancer.

Title:PRICAI 2004: Trends in Artificial Intelligence
Author: Chengqi Zhang, Hans W. Guesgen, Wai K. Yeap
Publisher:Springer Science & Business Media - 2004-08-16

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