000 02872nam a22005175i 4500
001 978-3-662-44690-4
003 DE-He213
005 20200421111651.0
007 cr nn 008mamaa
008 140917s2015 gw | s |||| 0|eng d
020 _a9783662446904
_9978-3-662-44690-4
024 7 _a10.1007/978-3-662-44690-4
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aZeng, Jia.
_eauthor.
245 1 0 _aType-2 Fuzzy Graphical Models for Pattern Recognition
_h[electronic resource] /
_cby Jia Zeng, Zhi-Qiang Liu.
264 1 _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
347 _atext file
_bPDF
_2rda
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.
650 0 _aArtificial intelligence.
650 0 _aPattern recognition.
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aPattern Recognition.
650 2 4 _aSignal, Image and Speech Processing.
700 1 _aLiu, Zhi-Qiang.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783662446898
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v591
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-662-44690-4
912 _aZDB-2-ENG
942 _cEBK
999 _c54424
_d54424