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008			210407s2021 sz | s |||| 0|eng d
020			_a9783030710989
024	7		_a10.1007/978-3-030-71098-9 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC _dES-MaUEC
050		4	_aQ335 _b2021 EB
100	1		_aAlonso Moral, José María _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9681697
245	1	0	_aExplainable Fuzzy Systems _bPaving the Way from Interpretable Fuzzy Systems to Explainable AI Systems / _cby Jose Maria Alonso Moral, Ciro Castiello, Luis Magdalena, Corrado Mencar.
250			_aFirst edition 2021
264		1	_aCham _bSpringer International Pulishing _c2021
300			_a1 recurso en línea (XXXI, 232 páginas) _b57 ilustraciones, 31 ilustraciones a color
336			_2rdacontent _aTexto _btxt
337			_2rdamedia _aelectrónico _bc
338			_2rdacarrier _arecurso electrónico _bcr
347			_aarchivo de texto _bPDF
490	0		_aStudies in Computational Intelligence _x1860-9503 _v970
490	0		_aIntelligent Technologies and Robotics (SpringerNature-42732)
490	0		_aIntelligent Technologies and Robotics (R0) (SpringerNature-43728)
505	0		_aToward Explainable Artificial Intelligence through Fuzzy Systems -- An Overview of Fuzzy Systems -- Interpretability Constraints and Criteria for Fuzzy Systems -- Revisiting Indexes for Assessing Interpretability of Fuzzy Systems -- Designing Interpretable Fuzzy Systems.
520	3		_aThe importance of Trustworthy and Explainable Artificial Intelligence (XAI) is recognized in academia, industry and society. This book introduces tools for dealing with imprecision and uncertainty in XAI applications where explanations are demanded, mainly in natural language. Design of Explainable Fuzzy Systems (EXFS) is rooted in Interpretable Fuzzy Systems, which are thoroughly covered in the book. The idea of interpretability in fuzzy systems, which is grounded on mathematical constraints and assessment functions, is firstly introduced. Then, design methodologies are described. Finally, the book shows with practical examples how to design EXFS from interpretable fuzzy systems and natural language generation. This approach is supported by open source software. The book is intended for researchers, students and practitioners who wish to explore EXFS from theoretical and practical viewpoints. The breadth of coverage will inspire novel applications and scientific advancements.
988			_aSpringer_Robotics_2021
650		7	_2embne _aInteligencia artificial _9413115
700			_aCastiello, Ciro _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9681698
700			_aMagdalena, Luis _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9681699
700			_aMencar, Corrado _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9681700
776	0	8	_iPrinted edition: _z9783030710972
776	0	8	_iPrinted edition: _z9783030710996
776	0	8	_iPrinted edition: _z9783030711009
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-71098-9 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE