Open access peer-reviewed Edited Volume

Advances in Data Mining Knowledge Discovery and Applications

Edited by Adem Karahoca

Bahçeşehir University, Turkey

Advances in Data Mining Knowledge Discovery and Applications aims to help data miners, researchers, scholars, and PhD students who wish to apply data mining techniques. The primary contribution of this book is highlighting frontier fields and implementations of the knowledge discovery and data mining. It seems to be same things are repeated again. But in general, same approach and techniques may help us in different fields and expertise areas. This book presents knowledge discovery and data mining applications in two different sections. As known that, data mining covers areas of statistics, machine learning, data management and databases, pattern recognition, artificial intelligence, and other areas. In this book, most of the areas are covered with different data mining applications. The eighteen chapters have been classified in two parts: Knowledge Discovery and Data Mining Applications.

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Advances in Data Mining Knowledge Discovery and ApplicationsEdited by Adem Karahoca

Published: September 12th 2012

DOI: 10.5772/3349

ISBN: 978-953-51-0748-4

eBook (PDF) ISBN: 978-953-51-5710-6

Copyright year: 2012

Books open for chapter submissions

58960 Total Chapter Downloads

72 Crossref Citations

85 Web of Science Citations

132 Dimensions Citations


Open access peer-reviewed

1. Towards the Formulation of a Unified Data Mining Theory, Implemented by Means of Multiagent Systems (MASs)

By Dost Muhammad Khan, Nawaz Mohamudally and D. K. R. Babajee


Open access peer-reviewed

2. Selecting Representative Data Sets

By Tomas Borovicka, Marcel Jirina Jr., Pavel Kordik and Marcel Jirina


Open access peer-reviewed

3. Similarity Measures and Dimensionality Reduction Techniques for Time Series Data Mining

By Carmelo Cassisi, Placido Montalto, Marco Aliotta, Andrea Cannata and Alfredo Pulvirenti


Open access peer-reviewed

4. Data Mining and Neural Networks: The Impact of Data Representation

By Fadzilah Siraj, Ehab A. Omer A. Omer and Md. Rajib Hasan


Open access peer-reviewed

5. Inconsistent Decision System: Rough Set Data Mining Strategy to Extract Decision Algorithm of a Numerical Distance Relay - Tutorial

By Mohammad Lutfi Othman and Ishak Aris


Open access peer-reviewed

6. An Unsupervised Classification Method for Hyperspectral Remote Sensing Image Based on Spectral Data Mining

By Xingping Wen and Xiaofeng Yang


Open access peer-reviewed

7. Visualization Techniques: Which is the Most Appropriate in the Process of Knowledge Discovery in Data Base?

By Maria Madalena Dias, Juliana Keiko Yamaguchi, Emerson Rabelo and Clélia Franco


Open access peer-reviewed

8. Analysis and Learning Frameworks for Large-Scale Data Mining

By Kohsuke Yanai and Toshihiko Yanase


Open access peer-reviewed

9. Data Mining Applied to Cognitive Radio Systems

By Lilian Freitas, Yomara Pires, Jefferson Morais, João Costa and Aldebaro Klautau


Open access peer-reviewed

10. Short-Term Energy Price Prediction Multi-Step-Ahead in the Brazilian Market Using Data Mining

By José C. Reston Filho, Carolina de M. Affonso and Roberto Célio L. de Oliveira


Open access peer-reviewed

11. Electricity Load Forecasting Using Data Mining Technique

By Intan Azmira binti Wan Abdul Razak, Shah bin Majid, Mohd Shahrieel bin Mohd. Aras and Arfah binti Ahmad


Open access peer-reviewed

12. Mining and Adaptivity in Automated Teller Machines

By Ghulam Mujtaba Shaikh and Tariq Mahmood


Open access peer-reviewed

13. Data Mining for Motorsport Aerodynamics

By Matthew Watts, Robert Carrese and Hadi Winarto


Open access peer-reviewed

14. The Performance Evaluation of Speech Recognition by Comparative Approach

By R.L.K. Venkateswarlu, R. Raviteja and R. Rajeev


Open access peer-reviewed

15. Data Mining from Remote Sensing Snow and Vegetation Product

By Gao Jie


Open access peer-reviewed

16. Mining Complex Network Data for Adaptive Intrusion Detection

By Dewan Md. Farid, Mohammad Zahidur Rahman and Chowdhury Mofizur Rahman


Open access peer-reviewed

17. BotNet Detection: Enhancing Analysis by Using Data Mining Techniques

By Erdem Alparslan, Adem Karahoca and Dilek Karahoca


Open access peer-reviewed

18. Improving Decision Support Systems with Data Mining Techniques"

By Adela Bâra and Ion Lungu


Edited Volume and chapters are indexed in

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

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