000			02948nam a2200481Ii 4500
001			9781838671716
003			UtOrBLW
005			20240220124026.0
006			m o d
007			cr un|||||||||
008			190617t20192019enk ob 000 0 eng d
020			_a9781838671716 (e-book)
020			_a9781838671730 (ePUB)
040			_aUtOrBLW _beng _erda _cUtOrBLW
050		4	_aHF5548.2 _b.H89 2019
072		7	_aUYQN _2bicssc
072		7	_aBUS108000 _2bisacsh
080			_a658
082	0	4	_a658.054 _223
100	1		_aHu, Zhengbing, _eauthor.
245	1	0	_aSelf-learning and adaptive algorithms for business applications : _ba guide to adaptive neuro-fuzzy systems for fuzzy clustering under uncertainty conditions / _cZhengbing Hu, Yevgeniy V. Bodyanskiy, and Oleksii K. Tyshchenko.
264		1	_aBingley, U.K. : _bEmerald Publishing Limited, _c2019.
264		4	_c©2019
300			_a1 online resource (vii, 111 pages) ; _ccm.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
490	1		_aEmerald points
504			_aIncludes bibliographical references.
505	0		_aPrelims -- Introduction -- Review of the problem area -- Adaptive methods of fuzzy clustering -- Kohonen maps and their ensembles for fuzzy clustering tasks -- Simulation results and solutions for practical tasks -- Conclusion -- References.
520			_aIn today's data-driven world, more sophisticated algorithms for data processing are in high demand, mainly when the data cannot be handled with the help of traditional techniques. Self-learning and adaptive algorithms are now widely used by such leading giants that as Google, Tesla, Microsoft, and Facebook in their projects and applications.In this guide designed for researchers and students of computer science, readers will find a resource for how to apply methods that work on real-life problems to their challenging applications, and a go-to work that makes fuzzy clustering issues and aspects clear. Including research relevant to those studying cybernetics, applied mathematics, statistics, engineering, and bioinformatics who are working in the areas of machine learning, artificial intelligence, complex system modeling and analysis, neural networks, and optimization, this is an ideal read for anyone interested in learning more about the fascinating new developments in machine learning.
588	0		_aPrint version record.
650		0	_aBusiness _xData processing.
650		0	_aElectronic data processing.
650		0	_aFuzzy systems.
650		7	_aBusiness & Economics _xResearch & Development. _2bisacsh
650		7	_aNeural networks & fuzzy systems. _2bicssc
700	1		_aBodyanskiy, Yevgeniy V., _eauthor.
700	1		_aTyshchenko, Oleksii, _eauthor.
776			_z9781838671747
830		0	_aEmerald points.
856	4	0	_uhttps://www.emerald.com/insight/publication/doi/10.1108/9781838671716
999			_c8679 _d8679