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عنوان
Advances in Machine Learning and Data Science: Recent Achievements and Research Directives

پدید آورنده
/ Edited by Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K.

موضوع
Machine learning -- Congresses.,COMPUTERS / Database Management / Data Mining.,داده‌کاوی ,Data mining ,Big data.,a05,a05,Big data.,Machine Learning.,Data Science.,Data structuring.,Data clustering.,Data and graph processing.,Pattern recognition.

رده

کتابخانه
Central library and document university of Kurdistan

محل استقرار
استان: Kurdistan ـ شهر: Sanandaj

Central library and document university of Kurdistan

تماس با کتابخانه : 9-08733624006و 08733664600

INTERNATIONAL STANDARD BOOK NUMBER

(Number (ISBN
978-981-10-8568-0
(Number (ISBN
978-981-10-8569-7 (eBook)

NATIONAL BIBLIOGRAPHY NUMBER

Number
3803

LANGUAGE OF THE ITEM

.Language of Text, Soundtrack etc
انگلیسی

TITLE AND STATEMENT OF RESPONSIBILITY

Title Proper
Advances in Machine Learning and Data Science: Recent Achievements and Research Directives
General Material Designation
[electronic resources]
First Statement of Responsibility
/ Edited by Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K.

.PUBLICATION, DISTRIBUTION, ETC

Place of Publication, Distribution, etc.
Singapore
Name of Publisher, Distributor, etc.
: Springer
Date of Publication, Distribution, etc.
, 2018.

PHYSICAL DESCRIPTION

Specific Material Designation and Extent of Item
xii, 380 pages.
Other Physical Details
: illustrations (chiefly color), tables.

SERIES

Series Title
Advances in intelligent systems and computing, 705.

INTERNAL BIBLIOGRAPHIES/INDEXES NOTE

Text of Note
Includes bibliographical references and index.

SUMMARY OR ABSTRACT

Text of Note
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.

TOPICAL NAME USED AS SUBJECT

Entry Element
Machine learning -- Congresses.
Entry Element
COMPUTERS / Database Management / Data Mining.
Entry Element
داده‌کاوی
Entry Element
Data mining
Entry Element
Big data.
a05
a05

UNCONTROLLED SUBJECT TERMS

Subject Term
Big data.
Subject Term
Machine Learning.
Subject Term
Data Science.
Subject Term
Data structuring.
Subject Term
Data clustering.
Subject Term
Data and graph processing.
Subject Term
Pattern recognition.

PERSONAL NAME - SECONDARY RESPONSIBILITY

Relator Code
Editor
Relator Code
Editor
Relator Code
Editor
Reddy, Damodar,
Lingras, Pawan,
Kuppili, Venkatanareshbabu,

CORPORATE BODY NAME - PRIMARY RESPONSIBILITY

Entry Element
International Conference on Latest Advances in Machine Learning and Data Science (1st : 2017 : Goa, India).

ORIGINATING SOURCE

Country
ایران
Agency
Central Library of the Kurdistan University
Date of Transaction
20180215101246.0
Cataloguing Rules (Descriptive Conventions))
rda

e

BL
280328

a
Y

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