|
|
|
|
| LEADER |
02871nam a22005055i 4500 |
| 001 |
978-3-662-44690-4 |
| 003 |
DE-He213 |
| 005 |
20151030041334.0 |
| 007 |
cr nn 008mamaa |
| 008 |
140917s2015 gw | s |||| 0|eng d |
| 020 |
|
|
|a 9783662446904
|9 978-3-662-44690-4
|
| 024 |
7 |
|
|a 10.1007/978-3-662-44690-4
|2 doi
|
| 040 |
|
|
|d GrThAP
|
| 050 |
|
4 |
|a Q342
|
| 072 |
|
7 |
|a UYQ
|2 bicssc
|
| 072 |
|
7 |
|a COM004000
|2 bisacsh
|
| 082 |
0 |
4 |
|a 006.3
|2 23
|
| 100 |
1 |
|
|a Zeng, Jia.
|e author.
|
| 245 |
1 |
0 |
|a Type-2 Fuzzy Graphical Models for Pattern Recognition
|h [electronic resource] /
|c by Jia Zeng, Zhi-Qiang Liu.
|
| 264 |
|
1 |
|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg :
|b Imprint: Springer,
|c 2015.
|
| 300 |
|
|
|a XIII, 201 p. 112 illus.
|b online resource.
|
| 336 |
|
|
|a text
|b txt
|2 rdacontent
|
| 337 |
|
|
|a computer
|b c
|2 rdamedia
|
| 338 |
|
|
|a online resource
|b cr
|2 rdacarrier
|
| 347 |
|
|
|a text file
|b PDF
|2 rda
|
| 490 |
1 |
|
|a Studies in Computational Intelligence,
|x 1860-949X ;
|v 591
|
| 505 |
0 |
|
|a Introduction -- 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 |
|
|
|a This 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 |
|a Engineering.
|
| 650 |
|
0 |
|a Artificial intelligence.
|
| 650 |
|
0 |
|a Pattern recognition.
|
| 650 |
|
0 |
|a Computational intelligence.
|
| 650 |
1 |
4 |
|a Engineering.
|
| 650 |
2 |
4 |
|a Computational Intelligence.
|
| 650 |
2 |
4 |
|a Artificial Intelligence (incl. Robotics).
|
| 650 |
2 |
4 |
|a Pattern Recognition.
|
| 650 |
2 |
4 |
|a Signal, Image and Speech Processing.
|
| 700 |
1 |
|
|a Liu, Zhi-Qiang.
|e author.
|
| 710 |
2 |
|
|a SpringerLink (Online service)
|
| 773 |
0 |
|
|t Springer eBooks
|
| 776 |
0 |
8 |
|i Printed edition:
|z 9783662446898
|
| 830 |
|
0 |
|a Studies in Computational Intelligence,
|x 1860-949X ;
|v 591
|
| 856 |
4 |
0 |
|u http://dx.doi.org/10.1007/978-3-662-44690-4
|z Full Text via HEAL-Link
|
| 912 |
|
|
|a ZDB-2-ENG
|
| 950 |
|
|
|a Engineering (Springer-11647)
|
