Advances in Data Mining Knowledge Discovery and Applications

Adem Karahoca

doi:10.5772/3349

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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

Books open for chapter submissions

42518 Total Chapter Downloads

29 Crossref Citations

21 Web of Science Citations

57 Dimensions Citations

chapters		Downloads
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		1820
Open access peer-reviewed 2. Selecting Representative Data Sets By Tomas Borovicka, Marcel Jirina Jr., Pavel Kordik and Marcel Jirina		2881
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		4755
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		2752
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		1109
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		2618
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		2526
Open access peer-reviewed 8. Analysis and Learning Frameworks for Large-Scale Data Mining By Kohsuke Yanai and Toshihiko Yanase		1924
Open access peer-reviewed 9. Data Mining Applied to Cognitive Radio Systems By Lilian Freitas, Yomara Pires, Jefferson Morais, João Costa and Aldebaro Klautau		2167
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		3115
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		3246
Open access peer-reviewed 12. Mining and Adaptivity in Automated Teller Machines By Ghulam Mujtaba Shaikh and Tariq Mahmood		2510
Open access peer-reviewed 13. The Performance Evaluation of Speech Recognition by Comparative Approach By R.L.K. Venkateswarlu, R. Raviteja and R. Rajeev		2291
Open access peer-reviewed 14. Data Mining from Remote Sensing Snow and Vegetation Product By Gao Jie		1725
Open access peer-reviewed 15. Mining Complex Network Data for Adaptive Intrusion Detection By Dewan Md. Farid, Mohammad Zahidur Rahman and Chowdhury Mofizur Rahman		1327
Open access peer-reviewed 16. BotNet Detection: Enhancing Analysis by Using Data Mining Techniques By Erdem Alparslan, Adem Karahoca and Dilek Karahoca		2255
Open access peer-reviewed 17. Improving Decision Support Systems with Data Mining Techniques" By Adela Bâra and Ion Lungu		3497

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