Open access peer-reviewed Edited volume

Data Mining and Knowledge Discovery in Real Life Applications

Co-editor:

Adem Karahoca

Bahcesehir University, Turkey

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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IntechOpen
Data Mining and Knowledge Discovery in Real Life ApplicationsEdited by Julio Ponce

Published: January 1st 2009

DOI: 10.5772/62143

ISBN: 978-3-902613-53-0

Copyright year: 2009

Books open for chapter submissions

91921 Total Chapter Downloads

47 Crossref Citations

59 Web of Science Citations

78 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. A Data Mining & Knowledge Discovery Process Model

By Oscar Marban, Gonzalo Mariscal and Javier Segovia

6006

Open access peer-reviewed

2. Knowledge Discovery on the Grid

By Lamine Aouad, An Le-Khac and Tahar Kechadi

2161

Open access peer-reviewed

3. Rough Set Theory — Fundamental Concepts, Principals, Data Extraction, and Applications

By Silvia Rissino and Germano Lambert-Torres

10168

Open access peer-reviewed

4. Robust Data Mining: An Integrated Approach

By Sangmun Shin, Le Yang, Kyungjin Park and Yongsun Choi

2118

Open access peer-reviewed

5. On the Selection of Meaningful Association Rules

By Rangsipan Marukatat

2786

Open access peer-reviewed

6. Hybrid Clustering for Validation and Improvement of Subject-Classification Schemes

By Frizo Janssens, Lin Zhang and Wolfgang Glänzel

2141

Open access peer-reviewed

7. Automatic Product Classification Control System Using RFID Tag Information and Data Mining

By Cheonshik Kim, Eun-Jun Yoon, Injung Park and and Taek-Young

3020

Open access peer-reviewed

8. Hyperspectral Remote Sensing Data Mining Using Multiple Classifiers Combination

By Xing-Ping Wen, Xiao-Feng Yang and Guang-Dao Hu

3933

Open access peer-reviewed

9. Content-based Image Classification via Visual Learning

By Hiroki Nomiya and Kuniaki Uehara

1772

Open access peer-reviewed

10. Clustering Parallel Data Streams

By Yixin Chen

2266

Open access peer-reviewed

11. Mining Multiple-level Association Rules Based on Pre-large Concepts

By Tzung-Pei Hong, Tzu-Jung Huang and Chao-Sheng Chang

2099

Open access peer-reviewed

12. Data Mining Applications: Promise and Challenges

By Rukshan Athauda, Menik Tissera and Chandrika Fernando

4063

Open access peer-reviewed

13. Mining Spatio-Temporal Datasets: Relevance, Challenges and Current Research Directions

By M-Tahar Kechadi, Michela Bertolotto, Filomena Ferrucci and Sergio Di Martino

2436

Open access peer-reviewed

14. Benchmarking the Data Mining Algorithms with Adaptive Neuro-Fuzzy Inference System in GSM Churn Management

By Adem Karahoca, Dilek Karahoca and Nizamettin Aydın

2614

Open access peer-reviewed

15. Using Data Mining to Investigate the Behavior of Video Rental Customers

By Tai-Chang Hsia and An-Jin Shie

2515

Open access peer-reviewed

16. A Novel Model for Global Customer Retention Using Data Mining Technology

By Jie Lin and Xu Xu

3148

Open access peer-reviewed

17. Data Mining in Web Applications

By Julio Ponce, Alberto Hernández, Alberto Ochoa, Felipe Padilla, Alejandro Padilla, Francisco Álvarez and Eunice Ponce de León

6245

Open access peer-reviewed

18. Application of Data Mining Techniques to the Data Analyses to Ensure Safety of Medicine Usage

By Masaomi Kimura

1792

Open access peer-reviewed

19. Data Mining in the Molecular Biology Era — A Study Directed to Carbohydrates Biosynthesis and Accumulation in Plants

By Renato Vicentini and Marcelo Menossi

2054

Open access peer-reviewed

20. Microarray Data Mining for Biological Pathway Analysis

By Miyoung Shin and Jaeyoung Kim

3540

Open access peer-reviewed

21. Development of Microsatellite Markers by Data Mining from DNA Sequences

By Jingou Tong, Dan Wang and Lei Cheng

3247

Open access peer-reviewed

22. Quality Improvement using Data Mining in Manufacturing Processes

By Shu-guang He, Zhen He, G. Alan Wang and Li Li

6286

Open access peer-reviewed

23. The Deployment of Data Mining into Operational Business Processes

By Rok Rupnik and Jurij Jaklič

5266

Open access peer-reviewed

24. Data Mining Applied to the Instrumentation Data Analysis of a Large Dam

By Rosangela Villwock, Maria Teresinha Arns Steiner, Andrea Sell Dyminski and Anselmo Chaves Neto

2405

Open access peer-reviewed

25. A Data Mining Algorithm for Monitoring PCB Assembly Quality

By Feng Zhang

2618

Open access peer-reviewed

26. An Overview of Data Mining Techniques Applied to Power Systems

By Jefferson Morais, Yomara Pires, Claudomir Cardoso and Aldebaro Klautau

5222

Edited volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • IET Inspec

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