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Proceedings of SPIE Volume 4730

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

Volume Number: 4730
Date Published: 12 March 2002
Softcover: 51 papers (486) pages
ISBN: 9780819444806

Table of Contents
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Feature transformations and structure of attributes
Author(s): Tsau Young Lin
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Multiclass kernel-based feature extraction
Author(s): Yi Zhao; Honglin Li; Stanley C. Ahalt
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Data mining for multiagent rules, strategies, and fuzzy decision tree structure
Author(s): James F. Smith; Robert D. Rhyne; Kristin Fisher
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Evolutionary approach for discovering changing patterns in historical data
Author(s): Wai-Ho Au; Keith C. C. Chan
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Statistical test for rough set approximation
Author(s): Shusaku Tsumoto
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Knowledge reduction algorithms based on rough set and conditional information entropy
Author(s): Hong Yu; Guoyin Wang; Dachun Yang; Zhongfu Wu
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Analysis and summarization of correlations in data cubes
Author(s): Chien-Yu Chen; Shien-Ching Hwang; Yen-Jen Oyang
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Selection of views to materialize using simulated annealing algorithms
Author(s): Lijuan Zhou; Chi Liu; Hongfeng Wang; Daixin Liu
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Visualization method and tool for interactive learning of large decision trees
Author(s): Trong Dung Nguyen; TuBao Ho
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Processing Landsat TM data using complex valued neural networks
Author(s): Howard E. Michel; Shyamala Kunjithapatham
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Computational study of developing high-quality decision trees
Author(s): Zhiwei Fu
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Neural network and genetic algorithm technology in data mining of manufacturing quality information
Author(s): Limei Song; Xing-Hua Qu; Shenghua Ye
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Data mining in metadata repositories
Author(s): Dragos Arotaritei
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Algebraic specification of association rule queries
Author(s): Raj P. Gopalan; Tariq Nuruddin; Yudho Giri Sucahyo
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Study and improvement on hierarchical algorithm of association rule
Author(s): Luo Zhong; Hongxia Xia; Jingling Yuan
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Discovering fuzzy spatial association rules
Author(s): Esen Kacar; Nihan Kesim Cicekli
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Knowledge discovery about scientific papers or proceedings referenced NASA/DAAC data with a rule-based classifier
Author(s): Donglian Sun; Chris Lynnes; Richard K. Kiang; Steve Kempler; George Serafino
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Aspects of knowledge discovery in technical data
Author(s): Steffen Brueckner; Stephan Rudolph
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Knowledge discovery process for scientific and engineering data
Author(s): Luis J. Barrios; Stephan Rudolph
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Discovery of knowledge from diagnostic databases
Author(s): Wojciech A. Moczulski; Pawel Kostka
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Data modeling for data mining
Author(s): Tsau Young Lin
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Data mining approach to bipolar cognitive map development and decision analysis
Author(s): Wen-Ran Zhang
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Data mining and decision making
Author(s): Andrew Kusiak
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Data mining on time series of sequential patterns
Author(s): Ari J. E. Visa
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Using data mining to minimize database reverse engineering constraints
Author(s): Aziz Barbar; Martine Collard
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Self-similarity for data mining and predictive modeling: a case study for network data
Author(s): Jafar Adibi; Wei-Min Shen; Eaman Noorbakhsh
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Comparison of induced rules based on likelihood estimation
Author(s): Shusaku Tsumoto
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Advantage of the modified Lunn-McNeil technique over Kalbfleisch-Prentice technique in competing risks
Author(s): Iing Lukman; Noor Akma Ibrahim; Isa Bin Daud; Fauziah Maarof; Mohd Nasir Hassan
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Runtime support for parallelizing data mining algorithms
Author(s): Ruoming Jin; Gagan Agrawal
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Web usage data mining agent
Author(s): Praveen Madiraju; Yanqing Zhang
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Using ant-behavior-based simulation model AntWeb to improve website organization
Author(s): Weigang Li; Marcos Vinicius Pinheiro Dib; Wesley Martins Teles; Vlaudemir Morais de Andrade; Alba Cristina Magalhaes Alves de Melo; Judas Tadeu Cariolano
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Web data mining
Author(s): Kasanda John Wibonele; Yanqing Zhang
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Identifying web usage behavior of bank customers
Author(s): Sandro Araya; Mariano Silva; Richard Weber
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PNP: mining of profile navigational patterns
Author(s): Hua-Fu Li; Man-Kwan Shan
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Multiagent data warehousing and multiagent data mining for cerebrum/cerebellum modeling
Author(s): Wen-Ran Zhang
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Fast discovery of structural navigational patterns from web user traversals
Author(s): Man-Kwan Shan; Hua-Fu Li
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Context-sensitive keyword selection using text data mining
Author(s): Sai-Ming Li; Sanjeev Seereeram; Raman K. Mehra; Chris Miles
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Novel similarity-based clustering algorithm for grouping broadcast news
Author(s): Oktay V. Ibrahimov; Ishwar K. Sethi; Nevenka Dimitrova
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Medical data mining
Author(s): Rajani Katta; Yanqing Zhang
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Application of data mining techniques to identify data anomalies: a case study in the oil and gas industry
Author(s): Jenifer S. McCormack; Brian Wohlschlaeger; Bryan Lanier
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Vegetation classification and soil moisture calculation using land surface temperature (LST) and vegetation index (VI)
Author(s): Liangyun Liu; Bing Zhang; Genxing Xu; Lanfen Zheng; Qingxi Tong
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Evaluation of similarity measures for analysis of databases on laboratory examinations
Author(s): Xiaoguang Sun; Shoji Hirano; Shusaku Tsumoto
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Fuzzy propositions weighted by veracities or how to relate fuzzy logic and probability theory for segmentation of ultrasound images
Author(s): Renaud Debon; Basel Solaiman; Jean-Michel Cauvin; Michel Robaszkiewicz; Christian Roux
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One-to-one modeling and simulation: a new approach in customer-relationship management for grocery retail
Author(s): Cem M. Baydar
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Data mining for personal navigation
Author(s): Gurushyam Hariharan; Pasi Franti; Sandeep Mehta
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Learning to change taxonomies
Author(s): Elena Eneva; Valery A. Petrushin
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DMT-TAFM: a data mining tool for technical analysis of futures market
Author(s): Vladimir Stepanov; Archana Sathaye
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Interactive mining of schema for semistructured data
Author(s): Yubao Liu; Yucai Feng
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Software tool for data mining and its applications
Author(s): Jie Yang; Chenzhou Ye; Nianyi Chen
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Incremental information mining
Author(s): S. K. Gupta; P. Suresh; Vasudha Bhatanagar
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FP-tree approach for mining N-most interesting itemsets
Author(s): Yin Ling Cheung; Ada Wai Chee Fu
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