Open access peer-reviewed Edited volume

Knowledge-Oriented Applications in Data Mining

The progress of data mining technology and large public popularity establish a need for a comprehensive text on the subject. The series of books entitled by 'Data Mining' address the need by presenting in-depth description of novel mining algorithms and many useful applications. In addition to understanding each section deeply, the two books present useful hints and strategies to solving problems in the following chapters. The contributing authors have highlighted many future research directions that will foster multi-disciplinary collaborations and hence will lead to significant development in the field of data mining.

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Knowledge-Oriented Applications in Data MiningEdited by Kimito Funatsu

Published: January 21st 2011

DOI: 10.5772/1824

ISBN: 978-953-307-154-1

Copyright year: 2011

Books open for chapter submissions

84490 Total Chapter Downloads

16 Crossref Citations

27 Web of Science Citations

48 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. Data Mining Classification Techniques for Human Talent Forecasting

By Hamidah Jantan, Abdul Razak Hamdan and Zulaiha Ali Othman

6217

Open access peer-reviewed

2. New Implementations of Data Mining in a Plethora of Human Activities

By Alberto Ochoa, Julio Ponce, Francisco Ornelas, Rubén Jaramillo, Ramón Zataraín, María Barrón, Claudia Gómez, José Martínez and Arturo Elias

1564

Open access peer-reviewed

3. Data Mining Techniques for Explaining Social Events

By Krivec Jana and Gams Matjaz

2075

Open access peer-reviewed

4. Mining Enrollment Data Using Descriptive and Predictive Approaches

By Fadzilah Siraj and Mansour Ali Abdoulha

4580

Open access peer-reviewed

5. Online Insurance Consumer Targeting and Lifetime Value Evaluating - A Mathematics and Data Mining Approach

By Yuanya Li, Gail Cook and Oliver Wreford

3176

Open access peer-reviewed

6. Data Mining Using RFM Analysis

By Derya Birant

19731

Open access peer-reviewed

7. Seasonal Climate Prediction for the Australian Sugar Industry Using Data Mining Techniques

By Lachlan Mckinna and Yvette Everingham

1640

Open access peer-reviewed

8. Monthly River Flow Forecasting by Data Mining Process

By Özlem Terzi

1785

Open access peer-reviewed

9. Monitoring of Water Quality Using Remote Sensing Data Mining

By Xing-Ping Wen and Xiao-Feng Yang

7264

Open access peer-reviewed

10. Applications of Data Mining to Diagnosis and Control of Manufacturing Processes

By Marcin Perzyk, Robert Biernacki, Andrzej Kochanski, Jacek Kozlowski and Artur Soroczynski

1838

Open access peer-reviewed

11. Atom Coloring for Chemical Interpretation and De Novo Design for Molecular Design

By Kiyoshi Hasegawa, Keiya Migita and Kimito Funatsu

1945

Open access peer-reviewed

12. Hyperspectral Data Analysis and Visualization

By Maarten A. Hogervorst and Piet B.W. Schwering

2355

Open access peer-reviewed

13. Data Retrieval and Visualization for Setting Research Priorities in Biomedical Research

By Hailin Chen and Vincent VanBuren

1199

Open access peer-reviewed

14. DNA Microarray Applied to Data Mining of Bradyrhizobium Elkanii Genome and Prospection of Active Genes

By Jackson Marcondes and Eliana G. M. Lemos

1422

Open access peer-reviewed

15. Visual Gene Ontology Based Knowledge Discovery in Functional Genomics

By Stefan Götz and Ana Conesa

2209

Open access peer-reviewed

16. Data Mining in Neurology

By Antonio Candelieri, Giuliano Dolce, Francesco Riganello and Walter G Sannita

1714

Open access peer-reviewed

17. Glucose Prediction in Type 1 and Type 2 Diabetic Patients Using Data Driven Techniques

By Eleni I. Georga, Vasilios C. Protopappas and Dimitrios I. Fotiadis

2675

Open access peer-reviewed

18. Data Mining Based Establishment and Evaluation of Porcine Model for Syndrome in Traditional Chinese Medicine in the Context of Unstable Angina (Myocardial Ischemia)

By Huihui Zhao, Jianxin Chen, Qi Shi and Wei Wang

1140

Open access peer-reviewed

19. Results of Data Mining Technique Applied to a Home Enteral Nutrition Database

By Maria Eliana M. Shieferdecker, Carlos Henrique Kuretzki, José Simão de Paula Pinto, Antônio Carlos Ligoki Campos and Osvaldo Malafaia

1793

Open access peer-reviewed

20. Data Mining in Personalized Speech Disorders Therapy Optimization

By Danubianu Mirela, Tobolcea Iolanda and Stefan Gheorghe Pentiuc

1794

Open access peer-reviewed

21. Data Mining Method For Energy System Aplications

By Reşat Selbaş, Arzu Şencan and Ecir U. Küçüksille

4239

Open access peer-reviewed

22. Regression

By Mohsen Hajsalehi Sichani and Saeed khalafinejad

1561

Open access peer-reviewed

23. Data Mining: Machine Learning and Statistical Techniques

By Alfonso Palmer, Rafael Jiménez and Elena Gervilla

4091

Open access peer-reviewed

24. Dynamic Data Mining: Synergy of Bio-Inspired Clustering Methods

By Elena N. Benderskaya and Sofya V. Zhukova

1744

Open access peer-reviewed

25. Exploiting Inter-Sample Information and Exploring Visualization in Data Mining: from Bioinformatics to Anthropology and Aesthetics Disciplines

By Kuan-Ming Lin and Jung-Hua Liu

1359

Open access peer-reviewed

26. Data Mining Industrial Applications

By Waldemar Wójcik and Konrad Gromaszek

3380

Edited volume and chapters are indexed in

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

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