000 | 03068nam a22005175i 4500 | ||
---|---|---|---|
001 | vtls000561555 | ||
003 | RU-ToGU | ||
005 | 20210922090526.0 | ||
007 | cr nn 008mamaa | ||
008 | 170213s2015 gw | s |||| 0|eng d | ||
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 |