東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Advances in machine learning and dat...

Reddy Edla, Damodar.

FindBook

Google Book

Amazon

博客來

Advances in machine learning and data science = recent achievements and research directives /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in machine learning and data science/ edited by Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K.
其他題名:	recent achievements and research directives /
其他作者:	Reddy Edla, Damodar.
出版者:	Singapore :Springer Singapore : : 2018.,
面頁冊數:	xii, 380 p. :ill., digital ;24 cm.
內容註:	Preface -- About the Editors -- Table of Contents -- 38 Papers -- Author Index.
Contained By:	Springer eBooks
標題:	Machine learning - Congresses. -
電子資源:	http://dx.doi.org/10.1007/978-981-10-8569-7
ISBN:	9789811085697

Advances in machine learning and data science = recent achievements and research directives /
Advances in machine learning and data sciencerecent achievements and research directives /[electronic resource] :edited by Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K. - Singapore :Springer Singapore :2018. - xii, 380 p. :ill., digital ;24 cm. - Advances in intelligent systems and computing,v.7052194-5357 ;. - Advances in intelligent systems and computing ;v.705..

Preface -- About the Editors -- Table of Contents -- 38 Papers -- Author Index.

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.

ISBN: 9789811085697

Standard No.: 10.1007/978-981-10-8569-7doiSubjects--Topical Terms:

576368
Machine learning
--Congresses.

LC Class. No.: Q325.5 / .A383 2018

Dewey Class. No.: 006.31

Advances in machine learning and data science = recent achievements and research directives /
LDR:02860nmm a2200325 a 4500 001 2146073
003 DE-He213
005 20181123093413.0
006 m d
007 cr nn 008maaau
008 190227s2018 si s 0 eng d
020 $a 9789811085697 $q (electronic bk.)
020 $a 9789811085680 $q (paper)
024 7 $a 10.1007/978-981-10-8569-7 $2 doi
035 $a 978-981-10-8569-7
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5 $b .A383 2018
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .A244 2018
245 0 0 $a Advances in machine learning and data science $h [electronic resource] : $b recent achievements and research directives / $c edited by Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2018.
300 $a xii, 380 p. : $b ill., digital ; $c 24 cm.
490 1 $a Advances in intelligent systems and computing, $x 2194-5357 ; $v v.705
505 0 $a Preface -- About the Editors -- Table of Contents -- 38 Papers -- Author Index.
520 $a 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.
650 0 $a Machine learning $x Congresses. $3 576368
650 1 4 $a Engineering. $3 586835
650 2 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Data Mining and Knowledge Discovery. $3 898250
650 2 4 $a Big Data. $3 3134868
650 2 4 $a Big Data/Analytics. $3 2186785
700 1 $a Reddy Edla, Damodar. $3 3332249
700 1 $a Lingras, Pawan. $3 3332250
700 1 $a Venkatanareshbabu K. $3 3332251
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Advances in intelligent systems and computing ; $v v.705. $3 3332252
856 4 0 $u http://dx.doi.org/10.1007/978-981-10-8569-7
950 $a Engineering (Springer-11647)