Physical Sciences, Engineering and Technology > Computer and Information Science > Information and Knowledge Engineering

Data Mining and Knowledge Discovery in Real Life Applications

Edited by: Julio Ponce and Adem Karahoca

ISBN 978-3-902613-53-0, Hard cover, 436 pages
Publisher: InTech
Publication date: January 2009
Subject: Information and Knowledge Engineering, Numerical Analysis and Scientific Computing

This book presents four different ways of theoretical and practical advances and applications of data mining in different promising areas like Industrialist, Biological, and Social. Twenty six chapters cover different special topics with proposed novel ideas. Each chapter gives an overview of the subjects and some of the chapters have cases with offered data mining solutions. We hope that this book will be a useful aid in showing a right way for the students, researchers and practitioners in their studies.

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Table of Contents

1. A Data Mining & Knowledge Discovery Process Model
   Óscar Marbán, Gonzalo Mariscal and Javier Segovia
   2188 views, 823 downloads
   
2. Knowledge Discovery on the Grid
   Lamine Aouad, An Le-Khac and Tahar Kechadi
   1025 views, 322 downloads
   
3. Rough Set Theory — Fundamental Concepts, Principals, Data Extraction, and Applications
   Silvia Rissino and Germano Lambert-Torres
   1130 views, 791 downloads
   
4. Robust Data Mining: An Integrated Approach
   Sangmun Shin, Le Yang, Kyungjin Park and Yongsun Choi
   1303 views, 320 downloads
   
5. On the Selection of Meaningful Association Rules
   Rangsipan Marukatat
   1046 views, 345 downloads
   
6. Hybrid Clustering for Validation and Improvement of Subject-Classification Schemes
   Frizo Janssens, Lin Zhang and Wolfgang Glänzel
   1393 views, 535 downloads
   
7. Automatic Product Classification Control System Using RFID Tag Information and Data Mining
   Cheonshik Kim, Eun-Jun Yoon, Injung Park and and Taek-Young
   1547 views, 632 downloads
   
8. Hyperspectral Remote Sensing Data Mining Using Multiple Classifiers Combination
   Xing-Ping Wen, Xiao-Feng Yang and Guang-Dao Hu
   1434 views, 854 downloads
   
9. Content-based Image Classification via Visual Learning
   Hiroki Nomiya and Kuniaki Uehara
   1311 views, 378 downloads
   
10. Clustering Parallel Data Streams
    Yixin Chen
    1045 views, 348 downloads
    
11. Mining Multiple-level Association Rules Based on Pre-large Concepts
    Tzung-Pei Hong, Tzu-Jung Huang and Chao-Sheng Chang
    872 views, 244 downloads
    
12. Data Mining Applications: Promise and Challenges
    Rukshan Athauda, Menik Tissera and Chandrika Fernando
    1344 views, 453 downloads
    
13. Mining Spatio-Temporal Datasets: Relevance, Challenges and Current Research Directions
    M-Tahar Kechadi, Michela Bertolotto, Filomena Ferrucci and Sergio Di Martino
    1320 views, 580 downloads
    
14. Benchmarking the Data Mining Algorithms with Adaptive Neuro-Fuzzy Inference System in GSM Churn Management
    Adem Karahoca, Dilek Karahoca and Nizamettin Aydın
    1150 views, 390 downloads
    
15. Using Data Mining to Investigate the Behavior of Video Rental Customers
    Tai-Chang Hsia and An-Jin Shie
    1152 views, 492 downloads
    
16. A Novel Model for Global Customer Retention Using Data Mining Technology
    Jie Lin and Xu Xu
    1107 views, 557 downloads
    
17. Data Mining in Web Applications
    Julio Ponce, Alberto Hernández, Alberto Ochoa, Felipe Padilla, Alejandro Padilla, Francisco Álvarez and Eunice Ponce de León
    1918 views, 829 downloads
    
18. Application of Data Mining Techniques to the Data Analyses to Ensure Safety of Medicine Usage
    Masaomi Kimura
    1261 views, 305 downloads
    
19. Data Mining in the Molecular Biology Era — A Study Directed to Carbohydrates Biosynthesis and Accumulation in Plants
    Renato Vicentini and Marcelo Menossi
    885 views, 305 downloads
    
20. Microarray Data Mining for Biological Pathway Analysis
    Miyoung Shin and Jaeyoung Kim
    1353 views, 415 downloads
    
21. Development of Microsatellite Markers by Data Mining from DNA Sequences
    Jingou Tong, Dan Wang and Lei Cheng
    1017 views, 376 downloads
    
22. Quality Improvement using Data Mining in Manufacturing Processes
    Shu-guang He, Zhen He, G. Alan Wang and Li Li
    1425 views, 733 downloads
    
23. The Deployment of Data Mining into Operational Business Processes
    Rok Rupnik and Jurij Jaklič
    1006 views, 413 downloads
    
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
    1141 views, 355 downloads
    
25. A Data Mining Algorithm for Monitoring PCB Assembly Quality
    Feng Zhang
    1140 views, 384 downloads
    
26. An Overview of Data Mining Techniques Applied to Power Systems
    Jefferson Morais, Yomara Pires, Claudomir Cardoso and Aldebaro Klautau
    1492 views, 656 downloads