The Resource Advances in Machine Learning and Data Science : Recent Achievements and Research Directives, edited by Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K, (electronic resource)

Advances in Machine Learning and Data Science : Recent Achievements and Research Directives, edited by Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K, (electronic resource)

Label
Advances in Machine Learning and Data Science : Recent Achievements and Research Directives
Title
Advances in Machine Learning and Data Science
Title remainder
Recent Achievements and Research Directives
Statement of responsibility
edited by Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K
Contributor
Editor
Editor
Subject
Language
eng
Summary
The Volume of “Advances in Machine Learning and Data Science - Recent Achievements and Research Directives” constitutes the proceedings of First International Conference on Latest Advances in Machine Learning and Data Science (LAMDA 2017). The 37 regular papers presented in this volume were carefully reviewed and selected from 123 submissions. These days we find many computer programs that exhibit various useful learning methods and commercial applications. Goal of machine learning is to develop computer programs that can learn from experience. Machine learning involves knowledge from various disciplines like, statistics, information theory, artificial intelligence, computational complexity, cognitive science and biology. For problems like handwriting recognition, algorithms that are based on machine learning out perform all other approaches. Both machine learning and data science are interrelated. Data science is an umbrella term to be used for techniques that clean data and extract useful information from data. In field of data science, machine learning algorithms are used frequently to identify valuable knowledge from commercial databases containing records of different industries, financial transactions, medical records, etc. The main objective of this book is to provide an overview on latest advancements in the field of machine learning and data science, with solutions to problems in field of image, video, data and graph processing, pattern recognition, data structuring, data clustering, pattern mining, association rule based approaches, feature extraction techniques, neural networks, bio inspired learning and various machine learning algorithms.
Member of
Dewey number
006.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • TVTtMuqLS70
  • l2cd2sMDQCA
  • u6llLsvjgoM
Image bit depth
0
LC call number
Q342
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Reddy Edla, Damodar.
  • Lingras, Pawan.
  • Venkatanareshbabu K.
Series statement
Advances in Intelligent Systems and Computing,
Series volume
705
http://library.link/vocab/subjectName
  • Computational intelligence
  • Data mining
  • Big data
  • Computational Intelligence
  • Data Mining and Knowledge Discovery
  • Big Data
  • Big Data/Analytics
Label
Advances in Machine Learning and Data Science : Recent Achievements and Research Directives, edited by Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Preface -- About the Editors -- Table of Contents -- 38 Papers -- Author Index
Dimensions
unknown
Edition
1st ed. 2018.
Extent
1 online resource (XII, 380 p. 157 illus.)
File format
multiple file formats
Form of item
online
Isbn
9789811085697
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-10-8569-7
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)4100000004244314
  • (DE-He213)978-981-10-8569-7
  • (MiAaPQ)EBC5398110
  • (EXLCZ)994100000004244314
Label
Advances in Machine Learning and Data Science : Recent Achievements and Research Directives, edited by Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Preface -- About the Editors -- Table of Contents -- 38 Papers -- Author Index
Dimensions
unknown
Edition
1st ed. 2018.
Extent
1 online resource (XII, 380 p. 157 illus.)
File format
multiple file formats
Form of item
online
Isbn
9789811085697
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-10-8569-7
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)4100000004244314
  • (DE-He213)978-981-10-8569-7
  • (MiAaPQ)EBC5398110
  • (EXLCZ)994100000004244314

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