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Proceedings of SPIE Volume 4384

Data Mining and Knowledge Discovery: Theory, Tools, and Technology III
Editor(s): Belur V. Dasarathy
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Volume Details

Volume Number: 4384
Date Published: 27 March 2001
Softcover: 34 papers (344) pages
ISBN: 9780819440792

Table of Contents
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New data clustering technique and its applications
Author(s): Chi-Man Kwan; Roger Xu; Leonard S. Haynes
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Value-balanced agglomerative connectivity clustering
Author(s): Gunjan K. Gupta; Joydeep Ghosh
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Clustering of complex shaped data sets via Kohonen maps and mathematical morphology
Author(s): Jose Alfredo Ferreira Costa; Marcio Luiz de Andrade Netto
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Efficient boundary hunting via vector quantization
Author(s): Claudia Diamantini; Maurizio Panti
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Extraction and optimization of classification rules for continuous or mixed-mode data using neural nets
Author(s): Dianhui Wang; T. S. Dillon
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Fuzzy feature-based image mining in remote sensing
Author(s): Jiang Li; Ram Mohan Narayanan; William J. Waltman; Albert J. Peters
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Retrieval of multi- and hyperspectral images using an interactive relevance feedback form of content-based image retrieval
Author(s): Irwin E. Alber; Morton S. Farber; Nancy Yeager; Ziyou Xiong; William M. Pottenger
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Fuzzy, crisp, and human logic in e-commerce marketing data mining
Author(s): Kelda L. Hearn; Yanqing Zhang
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eShopper modeling and simulation
Author(s): Valery A. Petrushin
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Web caching and prefetching: a data mining approach
Author(s): Amidha Shyamsukha; Archana Sathaye; Arun Swami
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Knowledge discovery through games and game theory
Author(s): James F. Smith; Robert D. Rhyne
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Discovery of diagnostic knowledge from multisensor data
Author(s): Wojciech A. Moczulski; Jan M. Zytkow
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Schema extraction and levelization for XML data
Author(s): Jong P. Yoon; Sung-Rim Kim
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Visualization for enhancing the data mining process
Author(s): Claudio J. Meneses; Georges G. Grinstein
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Toward ubiquitous mining of distributed data
Author(s): Rajeev Ayyagari; Byong-Hoon Park; Daryl Hershberger; Hillol Kargupta
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Data mining of text as a tool in authorship attribution
Author(s): Ari J. E. Visa; Jarmo Toivonen; Sami Autio; Jarno Maekinen; Barbro Back; Hannu Vanharanta
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Efficiently mining maximal frequent patterns: fast-miner
Author(s): Michael J. Dewsnip; Malika Mahoui
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Application of preprocessing filtering on Decision Tree C4.5 and rough set theory
Author(s): Joseph Chi Chung Chan; Tsau Young Lin
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System to build fuzzy logic models from databases and application to multisensor data
Author(s): Gary Witus
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Statistical extension of rough set rule induction
Author(s): Shusaku Tsumoto
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New soft computing model for data mining
Author(s): Sayee Sumathi; S. N. Sivanandam; Suresh Babu
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Algebra view and information view of rough sets theory
Author(s): Guoyin Wang
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Knowledge discovery in scientific data using hierarchical modeling in dimensional analysis
Author(s): Steffen Brueckner; Stephan Rudolph
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Asymmetric threat data mining and knowledge discovery
Author(s): John F. Gilmore; Michael A. Pagels; Justin Palk
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Medical knowledge discovery in hospital information systems
Author(s): Shusaku Tsumoto
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Multimedia agent monitoring and assessment system
Author(s): John F. Gilmore; Michael A. Pagels; Justin Palk
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Fractal and multidimensional analysis of data from delay complex systems
Author(s): Victor F. Dailyudenko
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Project X: competitive intelligence data mining and analysis
Author(s): John F. Gilmore; Michael A. Pagels; Justin Palk
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Decomposition in data mining: a medical case study
Author(s): Andrew Kusiak
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Mining association rules between low-level image features and high-level concepts
Author(s): Ishwar K. Sethi; Ioana L. Coman; Daniela Stan
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Association mining of dependency between time series
Author(s): Alaaeldin Hafez
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Bitmap approach to trend clustering for prediction in time series databases
Author(s): Jong P. Yoon; Yixin Luo; Junghyun Nam
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Fuzzy-logic-based method for chaotic time series prediction
Author(s): Mo Wang; Guang Rong; S.Y. Liao
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Multichannel art network with rule extraction: as a data mining tool
Author(s): Sayee Sumathi; S. N. Sivanandam; Suresh Babu
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