Open access peer-reviewed Edited volume

Data Mining

Edited by Ciza Thomas

College of Engineering Trivndrum

This book on data mining explores a broad set of ideas and presents some of the state-of-the-art research in this field. The book is triggered by pervasive applications that retrieve knowledge from real-world big data. Data mining finds applications in the entire spectrum of science and technology including basic sciences to life sciences and medicine, to social, economic, and cognitive sciences, to engineering and computers. The chapters discuss various applications and research frontiers in data mining with algorithms and implementation details for use in real-world. This can be through characterization, classification, discrimination, anomaly detection, association, clustering, trend or evolution prediction, etc. The intended audience of this book will mainly consist of researchers, research students, practitioners, data analysts, and business professionals who seek information on the various data mining techniques and their applications.

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IntechOpen
Data MiningEdited by Ciza Thomas

Published: August 22nd 2018

DOI: 10.5772/intechopen.71371

ISBN: 978-1-78923-597-5

Print ISBN: 978-1-78923-596-8

Copyright year: 2018

Books open for chapter submissions

504 Total Chapter Downloads

chaptersDownloads

Open access peer-reviewed

1. Ensemble Methods in Environmental Data Mining

By Goksu Tuysuzoglu, Derya Birant and Aysegul Pala

44

Open access peer-reviewed

2. Estimating Customer Lifetime Value Using Machine Learning Techniques

By Sien Chen

59

Open access peer-reviewed

3. Determination and Classification of Crew Productivity with Data Mining Methods

By Abdullah Emre Keleş and Mümine Kaya Keleş

35

Open access peer-reviewed

4. Mining HCI Data for Theory of Mind Induction

By Oksana Arnold and Klaus P. Jantke

168

Open access peer-reviewed

5. Performance-Aware High-Performance Computing for Remote Sensing Big Data Analytics

By Mustafa Kemal Pektürk and Muhammet Ünal

35

Open access peer-reviewed

6. Early Prediction of Patient Mortality Based on Routine Laboratory Tests and Predictive Models in Critically Ill Patients

By Sven Van Poucke, Ana Kovacevic and Milan Vukicevic

27

Open access peer-reviewed

7. Semantic Infrastructure for Service Environment Supporting Successful Aging

By Vesa Salminen, Päivi Sanerma, Seppo Niittymäki and Patrick Eklund

38

Open access peer-reviewed

8. Adaptive Neural Network Classifier-Based Analysis of Big Data in Health Care

By Manaswini Pradhan

31

Open access peer-reviewed

9. Identification of Research Thematic Approaches Based on Keywords Network Analysis in Colombian Social Sciences

By José Hernando Ávila-Toscano, Ivón Catherine Romero-Pérez, Ailed Marenco-Escuderos and Eugenio Saavedra Guajardo

27

Open access peer-reviewed

10. Data Privacy for Big Data Publishing Using Newly Enhanced PASS Data Mining Mechanism

By Priyank Jain, Manasi Gyanchandani and Nilay Khare

40

Edited volume and chapters are indexed in

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

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