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ORCID4. Data Mining and Knowledge Discovery: Theory, Tools, and Technology 2002: Orlando, FL, USA
- Belur V. Dasarathy:
Data Mining and Knowledge Discovery: Theory, Tools, and Technology IV, Orlando, FL, USA, April 1, 2002. SPIE Proceedings 4730, SPIE 2002, ISBN 978-0-8194-4480-6
Attributes Extraction, Assessment, and Selection
- Tsau Young Lin:
Feature transformations and structure of attributes. 1-8 - Yi Zhao, Honglin Li, Stanley C. Ahalt:
Multiclass kernel-based feature extraction. 9-16
Pattern Analysis and Visualization
- Chien-Yu Chen
, Shien-Ching Hwang, Yen-Jen Oyang:
Analysis and summarization of correlations in data cubes. 17-28 - Lijuan Zhou, Chi Liu, Hongfeng Wang, Daxin Liu:
Selection of views to materialize using simulated annealing algorithms. 29-33 - Trong Dung Nguyen, Tu Bao Ho:
Visualization method and tool for interactive learning of large decision trees. 34-42
Neural Nets and Genetic Algorithms
- Howard E. Michel, Shyamala Kunjithapatham:
Processing Landsat TM data using complex valued neural networks. 43-51 - Zhiwei Fu:
Computational study of developing high-quality decision trees. 52-59 - LiMei Song, XingHua Qu, ShengHua Ye:
Neural network and genetic algorithm technology in data mining of manufacturing quality information. 60-68
Association Rules
- Dragos Arotaritei:
Data mining in metadata repositories. 69-76 - Raj P. Gopalan, Tariq Nuruddin, Yudho Giri Sucahyo:
Algebraic specification of association rule queries. 77-87 - Luo Zhong, Hongxia Xia, Jingling Yuan:
Study and improvement on hierarchical algorithm of association rule. 88-93 - Esen Kacar, Nihan K. Çiçekli:
Discovering fuzzy spatial association rules. 94-102
Knowledge Discovery Processes
- Donglian Sun, Christopher Lynnes, Richard Kiang, Steven Kempler, George Serafino:
Knowledge discovery about scientific papers or proceedings referenced NASA/DAAC data with a rule-based classifier. 103-108 - Steffen Brückner, Stephan Rudolph:
Aspects of knowledge discovery in technical data. 109-117 - Luis J. Barrios, Stephan Rudolph:
Knowledge discovery process for scientific and engineering data. 118-125 - Wojciech Moczulski, Pawel Kostka:
Discovery of knowledge from diagnostic databases. 126-137
Data Mining Tools
- Tsau Young Lin:
Data modeling for data mining. 138-145 - Wen-Ran Zhang:
Data mining approach to bipolar cognitive map development and decision analysis. 146-154 - Andrew Kusiak:
Data mining and decision making. 155-165 - Ari Visa:
Data mining on time series of sequential patterns. 166-171 - Aziz Barbar, Martine Collard:
Using data mining to minimize database reverse engineering constraints. 172-179
Miscellaneous Tools I
- Jafar Adibi, Wei-Min Shen, Eaman Noorbakhsh:
Self-similarity for data mining and predictive modeling: a case study for network data. 180-191 - Shusaku Tsumoto:
Comparison of induced rules based on likelihood estimation. 192-202 - Iing Lukman, Noor Akma Ibrahim, Isa Daud, Fauziah Maarof, Mohamed N. Hassan:
Advantage of the modified Lunn-McNeil technique over Kalbfleisch-Prentice technique in competing risks. 203-211 - Ruoming Jin, Gagan Agrawal:
Runtime support for parallelizing data mining algorithms. 212-223
Web Applications
- Praveen Madiraju, Yanqing Zhang:
Web usage data mining agent. 224-228 - Weigang Li, Marcos Vinícius Pinheiro Dib, Wesley Martins Teles, Vlaudemir Morais de Andrade, Alba C. M. A. Melo, Judas T. Cariolano:
Using ant-behavior-based simulation model AntWeb to improve website organization. 229-240 - Kasanda J. Wibonele, Yanqing Zhang:
Web data mining. 241-244 - Sandro Araya, Mariano Silva, Richard Weber:
Identifying web usage behavior of bank customers. 245-251 - Hua-Fu Li, Man-Kwan Shan:
PNP: mining of profile navigational patterns. 252-260
Text Data and Electronic Commerce Applications
- Wen-Ran Zhang:
Multiagent data warehousing and multiagent data mining for cerebrum/cerebellum modeling. 261-271 - Man-Kwan Shan, Hua-Fu Li:
Fast discovery of structural navigational patterns from web user traversals. 272-283 - Sai-Ming Li, Sanjeev Seereeram, Raman K. Mehra, Chris Miles:
Context-sensitive keyword selection using text data mining. 284-293 - Oktay Ibrahimov, Ishwar K. Sethi, Nevenka Dimitrova:
Novel similarity-based clustering algorithm for grouping broadcast news. 294-304
Medical, Laboratory, and Natural Resources Applications
- Rajani Katta, Yanqing Zhang:
Medical data mining. 305-308 - Jenifer S. McCormack, Brian Wohlschlaeger, Bryan Lanier:
Application of data mining techniques to identify data anomalies: a case study in the oil and gas industry. 309-318 - Liangyun Liu, Bing Zhang, Genxing Xu, Lanfen Zheng, Qingxi Tong:
Vegetation classification and soil moisture calculation using land surface temperature (LST) and vegetation index (VI). 319-323 - Xiaoguang Sun, Shoji Hirano, Shusaku Tsumoto:
Evaluation of similarity measures for analysis of databases on laboratory examinations. 324-333
Miscellaneous Applications
- Renaud Debon, Basel Solaiman, Jean-Michel Cauvin, Michel Robaszkiewicz, Christian Roux:
Fuzzy propositions weighted by veracities or how to relate fuzzy logic and probability theory for segmentation of ultrasound images. 334-345 - Cem M. Baydar:
One-to-one modeling and simulation: a new approach in customer relationship management for grocery retail. 346-354 - Gurushyam Hariharan, Pasi Fränti, Sandeep Mehta:
Data mining for personal navigation. 355-365 - Elena Eneva, Valery A. Petrushin:
Learning to change taxonomies. 366-373 - Vladimir Stepanov, Archana Sathaye:
DMT-TAFM: a data mining tool for technical analysis of futures market. 374-385
Approximate Reasoning: Fuzzy Logic and Rough Sets
- James F. Smith III, Robert D. Rhyne II, Kristin Fisher:
Data mining for multiagent rules, strategies, and fuzzy decision tree structure. 386-397 - Wai-Ho Au, Keith C. C. Chan:
Evolutionary approach for discovering changing patterns in historical data. 398-409 - Shusaku Tsumoto:
Statistical test for rough set approximation. 410-421 - Hong Yu, Guoyin Wang, Dachun Yang, Zhongfu Wu:
Knowledge reduction algorithms based on rough set and conditional information entropy. 422-431
Miscellaneous Tools II
- Yubao Liu, Yucai Feng:
Interactive mining of schema for semistructured data. 432-441 - Jie Yang, Chenzhou Ye, Nian-yi Chen:
Software tool for data mining and its applications. 442-447 - S. K. Gupta, P. Suresh, Vasudha Bhatnagar:
Incremental information mining. 448-459 - Yin-Ling Cheung, Ada Wai-Chee Fu:
FP-tree approach for mining N -most interesting itemsets. 460-
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