000			02934cam a2200529M 4500
001			9781003272649
003			FlBoTFG
005			20240213122833.0
006			m o d
007			cr |n|||||||||
008			221110s2022 xx o 0|| 0 eng d
040			_aOCoLC-P _beng _cOCoLC-P
020			_a9781000789300 _q(electronic bk.)
020			_a1000789306 _q(electronic bk.)
020			_a9781003272649 _q(electronic bk.)
020			_a1003272649 _q(electronic bk.)
020			_a9781000789508 _q(electronic bk. : EPUB)
020			_a1000789500 _q(electronic bk. : EPUB)
020			_z1032224568
020			_z9781032224565
024	7		_a10.1201/9781003272649 _2doi
035			_a(OCoLC)1350553890
035			_a(OCoLC-P)1350553890
050		4	_aQA76.9.N38
072		7	_aBUS _x061000 _2bisacsh
072		7	_aCOM _x021030 _2bisacsh
072		7	_aCOM _x037000 _2bisacsh
072		7	_aUB _2bicssc
082	0	4	_a006.35 _223
245	0	0	_aGRAPH LEARNING AND NETWORK SCIENCE FOR NATURAL LANGUAGE PROCESSING _h[electronic resource].
260			_a[S.l.] : _bCRC PRESS, _c2022.
300			_a1 online resource.
490	0		_aComputational intelligence techniques
520			_aAdvances in graph-based natural language processing (NLP) and information retrieval tasks have shown the importance of processing using the Graph of Words method. This book covers recent concrete information, from the basics to advanced level, about graph-based learning, such as neural network-based approaches, computational intelligence for learning parameters and feature reduction, and network science for graph-based NPL. It also contains information about language generation based on graphical theories and language models. Features: Presents a comprehensive study of the interdisciplinary graphical approach to NLP Covers recent computational intelligence techniques for graph-based neural network models Discusses advances in random walk-based techniques, semantic webs, and lexical networks Explores recent research into NLP for graph-based streaming data Reviews advances in knowledge graph embedding and ontologies for NLP approaches This book is aimed at researchers and graduate students in computer science, natural language processing, and deep and machine learning.
588			_aOCLC-licensed vendor bibliographic record.
650		0	_aNatural language processing (Computer science)
650		0	_aGraph theory.
650		0	_aSystem analysis.
650		7	_aBUSINESS & ECONOMICS / Statistics _2bisacsh
650		7	_aCOMPUTERS / Database Management / Data Mining _2bisacsh
650		7	_aCOMPUTERS / Machine Theory _2bisacsh
700	1		_aGarg, Muskan.
700	1		_aGupta, Amit Kumar.
700	1		_aPrasad, Rajesh.
856	4	0	_3Taylor & Francis _uhttps://www.taylorfrancis.com/books/9781003272649
856	4	2	_3OCLC metadata license agreement _uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
999			_c6185 _d6185