Open access peer-reviewed Edited Volume

Data Mining

Methods, Applications and Systems

Edited by Derya Birant

Dokuz Eylül University

Data mining is a branch of computer science that is used to automatically extract meaningful, useful knowledge and previously unknown, hidden, interesting patterns from a large amount of data to support the decision-making process. This book presents recent theoretical and practical advances in the field of data mining. It discusses a number of data mining methods, including classification, clustering, and association rule mining. This book brings together many different successful data mining studies in various areas such as health, banking, education, software engineering, animal science, and the environment.

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IntechOpen
Data MiningMethods, Applications and SystemsEdited by Derya Birant

Published: January 20th 2021

DOI: 10.5772/intechopen.87784

ISBN: 978-1-83968-319-0

Print ISBN: 978-1-83968-318-3

eBook (PDF) ISBN: 978-1-83968-320-6

Copyright year: 2021

Books open for chapter submissions

2927 Total Chapter Downloads

2 Crossref Citations

3 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. Deep Learning: Exemplar Studies in Natural Language Processing and Computer Vision

By Selma Tekir and Yalin Bastanlar

254

Open access peer-reviewed

2. Contribution to Decision Tree Induction with Python: A Review

By Bouchra Lamrini

171

Open access peer-reviewed

3. Association Rule Mining on Big Data Sets

By Oguz Celik, Muruvvet Hasanbasoglu, Mehmet S. Aktas and Oya Kalipsiz

188

Open access peer-reviewed

4. Data Mining in Banking Sector Using Weighted Decision Jungle Method

By Derya Birant

179

Open access peer-reviewed

5. Analytical Statistics Techniques of Classification and Regression in Machine Learning

By Pramod Kumar, Sameer Ambekar, Manish Kumar and Subarna Roy

90

Open access peer-reviewed

6. Clustering of Time-Series Data

By Esma Ergüner Özkoç

1012

Open access peer-reviewed

7. Weather Nowcasting Using Deep Learning Techniques

By Makhamisa Senekane, Mhlambululi Mafu and Molibeli Benedict Taele

62

Open access peer-reviewed

8. Data Mining and Machine Learning for Software Engineering

By Elife Ozturk Kiyak

410

Open access peer-reviewed

9. Data Mining for Student Performance Prediction in Education

By Ferda Ünal

450

Open access peer-reviewed

10. Tracer Transport in a Homogeneous Porous Medium: Experimental Study and Acquisition Data with LabVIEW

By Sana Dardouri and Jalila Sghaier

66

Open access peer-reviewed

11. Data Mining and Fuzzy Data Mining Using MapReduce Algorithms

By Poli Venkata Subba Reddy

55

Edited Volume and chapters are indexed in

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

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