000			03345nam a22005897i 4500
001			9781003189886
003			FlBoTFG
005			20240213122832.0
006			m o d
007			cr cnu---unuuu
008			220718s2022 flu ob 001 0 eng d
040			_aOCoLC-P _beng _erda _epn _cOCoLC-P
020			_a9781003189886 _q(electronic bk.)
020			_a1003189881 _q(electronic bk.)
020			_a9781000771466 _q(electronic bk. : EPUB)
020			_a1000771466 _q(electronic bk. : EPUB)
020			_a9781000771442 _q(electronic bk. : PDF)
020			_a100077144X _q(electronic bk. : PDF)
020			_z9781032039480
020			_z1032039485
020			_z9781032039503
020			_z1032039507
024	7		_a10.1201/9781003189886 _2doi
035			_a(OCoLC)1336502021
035			_a(OCoLC-P)1336502021
050		4	_aT58.62 _b.M235 2022eb
072		7	_aCOM _x037000 _2bisacsh
072		7	_aMAT _x029000 _2bisacsh
072		7	_aSCI _x086000 _2bisacsh
072		7	_aUYQ _2bicssc
082	0	4	_a658.4/038 _222
245	0	0	_aMachine learning and probabilistic graphical models for decision support systems / _ceditor Kim Phuc Tran, Division of Automation and Industrial Informatics, ENSAIT, Roubaix, France.
250			_aFirst edition.
264		1	_aBoca Raton, FL : _bCRC Press, _c2022.
300			_a1 online resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
505	2		_aDecision support systems for healthcare based on probabilistic graphical models : a survey and perspective / Ali Raza, Kim Phuc Tran, Ludovic Koehl and Shujun Li -- Decision support systems for anomaly detection with the applications in smart manufacturing : a survey and perspective / Quoc-Thông Nguyen, Tung Nhi Tran, Cédric Heuchenne and Kim Phuc Tran -- Decision support system for complex systems risk assessment with Bayesian / Ayeley Tchangani.
520			_a"This book presents recent advancements of research, new methods and techniques, and applications in decision support systems (DSS) with Machine Learning and Probabilistic Graphical Models. The book undertakes to stimulate scientific exchange, ideas, and experiences in the field of DSS applications. Researchers, postgraduate students, and practitioners alike will benefit from this book to enhance the understanding of machine learning, Probabilistic Graphical Models, and their use in DSS in the context of decision making with uncertainty. The real-world case studies in various fields with guidance and recommendations for the practical applications are introduced in each chapter"-- _cProvided by publisher.
588			_aOCLC-licensed vendor bibliographic record.
650		0	_aDecision support systems.
650		0	_aDecision making _xGraphic methods.
650		0	_aMachine learning.
650		0	_aArtificial intelligence _xIndustrial applications.
650		7	_aCOMPUTERS / Machine Theory _2bisacsh
650		7	_aMATHEMATICS / Probability & Statistics / General _2bisacsh
650		7	_aSCIENCE / Life Sciences / General _2bisacsh
700	1		_aTran, Kim Phuc, _d1986- _eeditor.
856	4	0	_3Taylor & Francis _uhttps://www.taylorfrancis.com/books/9781003189886
856	4	2	_3OCLC metadata license agreement _uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
999			_c6008 _d6008