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Data Mining and
Knowledge
Discovery in Real
Life Applications
Knowledge
Discovery in Real
Life Applications
Julio Ponce and Adem
Karahoca
Karahoca
Data Mining and Knowledge Discovery in Real Life Applications
Edited by Julio Ponce and Adem Karahoca
ISBN 978-3-902613-53-0, 436 pages, Publishing date: January 2009
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Table of Contents
01
A Data Mining & Knowledge Discovery Process Model
Óscar Marbán, Gonzalo Mariscal and Javier Segovia
Downloads 316
Óscar Marbán, Gonzalo Mariscal and Javier Segovia
Downloads 316
03
Rough Set Theory Fundamental Concepts, Principals, Data Extraction, and Applications
Silvia Rissino and Germano Lambert-Torres
Downloads 245
Silvia Rissino and Germano Lambert-Torres
Downloads 245
04
Robust Data Mining: An Integrated Approach
Sangmun Shin, Le Yang, Kyungjin Park and Yongsun Choi
Downloads 180
Sangmun Shin, Le Yang, Kyungjin Park and Yongsun Choi
Downloads 180
06
Hybrid Clustering for Validation and Improvement of Subject-Classification Schemes
Frizo Janssens, Lin Zhang and Wolfgang Glänzel
Downloads 371
Frizo Janssens, Lin Zhang and Wolfgang Glänzel
Downloads 371
07
Automatic Product Classification Control System Using RFID Tag Information and Data Mining
Cheonshik Kim, Eun-Jun Yoon, Injung Park and and Taek-Young
Downloads 253
Cheonshik Kim, Eun-Jun Yoon, Injung Park and and Taek-Young
Downloads 253
08
Hyperspectral Remote Sensing Data Mining Using Multiple Classifiers Combination
Xing-Ping Wen, Xiao-Feng Yang and Guang-Dao Hu
Downloads 180
Xing-Ping Wen, Xiao-Feng Yang and Guang-Dao Hu
Downloads 180
09
Content-based Image Classification via Visual Learning
Hiroki Nomiya and Kuniaki Uehara
Downloads 225
Hiroki Nomiya and Kuniaki Uehara
Downloads 225
11
Mining Multiple-level Association Rules Based on Pre-large Concepts
Tzung-Pei Hong, Tzu-Jung Huang and Chao-Sheng Chang
Downloads 108
Tzung-Pei Hong, Tzu-Jung Huang and Chao-Sheng Chang
Downloads 108
12
Data Mining Applications: Promise and Challenges
Rukshan Athauda, Menik Tissera and Chandrika Fernando
Downloads 171
Rukshan Athauda, Menik Tissera and Chandrika Fernando
Downloads 171
13
Mining Spatio-Temporal Datasets: Relevance, Challenges and Current Research Directions
M-Tahar Kechadi, Michela Bertolotto, Filomena Ferrucci and Sergio Di Martino
Downloads 154
M-Tahar Kechadi, Michela Bertolotto, Filomena Ferrucci and Sergio Di Martino
Downloads 154
14
Benchmarking the Data Mining Algorithms with Adaptive Neuro-Fuzzy Inference System in GSM Churn Management
Adem Karahoca, Dilek Karahoca and Nizamettin Aydın
Downloads 169
Adem Karahoca, Dilek Karahoca and Nizamettin Aydın
Downloads 169
15
Using Data Mining to Investigate the Behavior of Video Rental Customers
Tai-Chang Hsia and An-Jin Shie
Downloads 136
Tai-Chang Hsia and An-Jin Shie
Downloads 136
16
A Novel Model for Global Customer Retention Using Data Mining Technology
Jie Lin and Xu Xu
Downloads 183
Jie Lin and Xu Xu
Downloads 183
17
Data Mining in Web Applications
Julio Ponce, Alberto Hernández, Alberto Ochoa, Felipe Padilla, Alejandro Padilla, Francisco Álvarez and Eunice Ponce de León
Downloads 297
Julio Ponce, Alberto Hernández, Alberto Ochoa, Felipe Padilla, Alejandro Padilla, Francisco Álvarez and Eunice Ponce de León
Downloads 297
18
Application of Data Mining Techniques to the Data Analyses to Ensure Safety of Medicine Usage
Masaomi Kimura
Downloads 137
Masaomi Kimura
Downloads 137
19
Data Mining in the Molecular Biology Era A Study Directed to Carbohydrates Biosynthesis and Accumulation in Plants
Renato Vicentini and Marcelo Menossi
Downloads 112
Renato Vicentini and Marcelo Menossi
Downloads 112
20
Microarray Data Mining for Biological Pathway Analysis
Miyoung Shin and Jaeyoung Kim
Downloads 155
Miyoung Shin and Jaeyoung Kim
Downloads 155
21
Development of Microsatellite Markers by Data Mining from DNA Sequences
Jingou Tong, Dan Wang and Lei Cheng
Downloads 116
Jingou Tong, Dan Wang and Lei Cheng
Downloads 116
22
Quality Improvement using Data Mining in Manufacturing Processes
Shu-guang He, Zhen He, G. Alan Wang and Li Li
Downloads 149
Shu-guang He, Zhen He, G. Alan Wang and Li Li
Downloads 149
23
The Deployment of Data Mining into Operational Business Processes
Rok Rupnik and Jurij Jaklič
Downloads 136
Rok Rupnik and Jurij Jaklič
Downloads 136
24
Data Mining Applied to the Instrumentation Data Analysis of a Large Dam
Rosangela Villwock, Maria Teresinha Arns Steiner, Andrea Sell Dyminski and Anselmo Chaves Neto
Downloads 139
Rosangela Villwock, Maria Teresinha Arns Steiner, Andrea Sell Dyminski and Anselmo Chaves Neto
Downloads 139
26
An Overview of Data Mining Techniques Applied to Power Systems
Jefferson Morais, Yomara Pires, Claudomir Cardoso and Aldebaro Klautau
Downloads 180
Jefferson Morais, Yomara Pires, Claudomir Cardoso and Aldebaro Klautau
Downloads 180
