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008			101007s2007 njua ob 001 0 eng d
017			_a174142074. _a181345815. _a647763035
020			_a9780470140529
020			_a9780470140512 _q(electronic bk.)
024	7		_a10.1002/9780470140529 _2doi
040			_aES-VaUE _beng _cES-VaUE _dES-VaUE
050		4	_aTK5102.9 _b2007 EB
100	1		_aCherkassky, Vladimir S. _9518932 _eautor
245	1	0	_aLearning from data : _bConcepts, theory, and methods _cby Vladimir Cherkassky and Filip Mulier
250			_a2nd ed 2007
264			_aHoboken, N.J. _bIEEE Press _c2007
300			_a1 recurso en línea
336			_2rdacontent _aTexto (visual) _btxt
337			_2rdamedia _aelectrónico _bc
338			_2rdacarrier _arecurso electrónico _bcr
504			_aIncluye índice y referencias bibliográficas (páginas 519-531)
505	0		_aProblem statement, classical approaches, and adaptive learning -- Regularization framework -- Statistical learning theory -- Nonlinear optimization strategies -- Methods for data reduction and dimensionality reduction -- Methods for regression -- Classification -- Support vector machines -- Noninductive inference and alternative learning formulations
520			_aAn interdisciplinary framework for learning methodologies--covering statistics, neural networks, and fuzzy logic, this book provides a unified treatment of the principles and methods for learning dependencies from data. It establishes a general conceptual framework in which various learning methods from statistics, neural networks, and fuzzy logic can be applied--showing that a few fundamental principles underlie most new methods being proposed today in statistics, engineering, and computer science
988			_aEbook_one2one
650		7	_2embne _920920 _aIngeniería del software
700	1		_aMulier, Filip _9518933 _eautor
856	4	0	_uhttps://secure-web.cisco.com/1UZFoPBZ1K8dwi2fpWV9bseWN8cJXK0VBiio8VVhDv04UtYGBuwatS2nBdl8CIlRhubjqNIWLQw4AjSY2q6UoFIYvh8He-rOXgF0qZGyvJSb4rturaw9sFCeK3G_ZZmW6VcuyEZthRE_9siGsduEn-XJSmcvdhysQenBEKV0vI0QghV8kjRn-t9R5jOFnmX5GIY2JdViefrVrkpyxMMUPbGhwME1wUI8l-KRvGEbIM55bvoECTJYaxZeSqrvN-BiJxDl1fDreIvFSoxjbzrXjSI4vcTOluCelrC10kD43jAfxOyBx4KpWSXSz2P35egYBFSiCQEkidL2soImToAgl0Q/https%3A%2F%2Fsearch.ebscohost.com%2Flogin.aspx%3Fdirect%3Dtrue%26scope%3Dsite%26db%3Dnlebk%26db%3Dnlabk%26AN%3D207850 _zAcceso a este recurso digital (usuarios Universidad Europea de Valencia)
942			_2lcc _cLE
998			_b07/2024 _db _eb _zSI