A comprehensive survey of data mining

Data mining plays an important role in various human activities because it extracts the unknown useful patterns (or knowledge). Due to its capabilities, data mining become an essential task in large number of application domains such as banking, retail, medical, insurance, bioinformatics, etc. To ta...

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Vydáno v:International journal of information technology (Singapore. Online) Ročník 12; číslo 4; s. 1243 - 1257
Hlavní autoři: Gupta, Manoj Kumar, Chandra, Pravin
Médium: Journal Article
Jazyk:angličtina
Vydáno: Singapore Springer Singapore 01.12.2020
Springer Nature B.V
Témata:
Artificial Intelligence
Bioinformatics
Computer Imaging
Computer Science
Data mining
Image Processing and Computer Vision
Machine Learning
Medical research
Original Research
Pattern Recognition and Graphics
Software Engineering
Vision
Survey
Data mining applications
Clustering
Data mining tasks
Data mining techniques
Classification
ISSN:2511-2104, 2511-2112
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Shrnutí:Data mining plays an important role in various human activities because it extracts the unknown useful patterns (or knowledge). Due to its capabilities, data mining become an essential task in large number of application domains such as banking, retail, medical, insurance, bioinformatics, etc. To take a holistic view of the research trends in the area of data mining, a comprehensive survey is presented in this paper. This paper presents a systematic and comprehensive survey of various data mining tasks and techniques. Further, various real-life applications of data mining are presented in this paper. The challenges and issues in area of data mining research are also presented in this paper.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
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ISSN:2511-2104
2511-2112
DOI:10.1007/s41870-020-00427-7