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020 _a9783662446904
_9978-3-662-44690-4
024 7 _a10.1007/978-3-662-44690-4
_2doi
035 _ato000561555
040 _aSpringer
_cSpringer
_dRU-ToGU
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aZeng, Jia.
_eauthor.
_9414930
245 1 0 _aType-2 Fuzzy Graphical Models for Pattern Recognition
_helectronic resource
_cby Jia Zeng, Zhi-Qiang Liu.
260 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2015.
300 _aXIII, 201 p. 112 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v591
505 0 _aIntroduction -- Probabilistic Graphical Models -- Type-2 Fuzzy Sets for Pattern Recognition -- Type-2 Fuzzy Gaussian Mixture Models -- Type-2 Fuzzy Hidden Moarkov Models -- Type-2 Fuzzy Markov Random Fields -- Type-2 Fuzzy Topic Models -- Conclusions and FutureWork.
520 _aThis book discusses how to combine type-2 fuzzy sets and graphical models to solve a range of real-world pattern recognition problems such as speech recognition, handwritten Chinese character recognition, topic modeling as well as human action recognition. It covers these recent developments while also providing a comprehensive introduction to the fields of type-2 fuzzy sets and graphical models. Though primarily intended for graduate students, researchers and practitioners in fuzzy logic and pattern recognition, the book can also serve as a valuable reference work for researchers without any previous knowledge of these fields. Dr. Jia Zeng is a Professor at the School of Computer Science and Technology, Soochow University, China. Dr. Zhi-Qiang Liu is a Professor at the School of Creative Media, City University of Hong Kong, China.
650 0 _aengineering.
_9224332
650 0 _aArtificial intelligence.
_9274099
650 0 _aPattern Recognition.
_9304129
650 0 _aComputational Intelligence.
_9307538
650 1 4 _aEngineering.
_9224332
650 2 4 _aComputational Intelligence.
_9307538
650 2 4 _aArtificial Intelligence (incl. Robotics).
_9274102
650 2 4 _aPattern Recognition.
_9304129
650 2 4 _aSignal, Image and Speech Processing.
_9274103
700 1 _aLiu, Zhi-Qiang.
_eauthor.
_9327079
710 2 _aSpringerLink (Online service)
_9143950
773 0 _tSpringer eBooks
830 0 _aStudies in Computational Intelligence,
_9305181
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-662-44690-4
912 _aZDB-2-ENG
999 _c416201