Tools

LEADER 03714cam 22005177a 4500

001 ssj0000610312;

003 WaSeSS;

005 20200412081236.0;

006 m d ;

007 cr n ;

008 110920s2012 gw a sb 001 0 eng d;

010 a| 2011939329;

016 7 a| 0159654872| Uk;

020 a| 9783642241383 (alk. paper);

020 a| 3642241387 (alk. paper);

020 a| 9783642241390 (e-ISBN);

035 a| (WaSeSS)ssj0000610312;

042 a| lccopycat;

049 a| EREEa| NEHH;

050 00 a| TK7882.P3b| M44 2012;

082 00 a| 006.32| 23;

100 1 a| Melin, Patricia,d| 1962-?| UNAUTHORIZED;

245 10 a| Modular neural networks and type-2 fuzzy systems for pattern recognitionh| [electronic resource] /c| Patricia Melin.;

260 a| Berlin :b| Springer-Verlag,;

300 a| x, 214 p. :b| ill. (some col.) ;c| 24 cm.;

490 1 a| Studies in computational intelligence,x| 1860-949X ;v| v. 389;

504 a| Includes bibliographical references (p. [205]-211) and index.;

505 0 a| 1. Introduction to type-2 fuzzy logic in neural pattern recognition -- 2. Type-1 and Type-2 fuzzy inference systems for images edge detection -- 3. Type-2 fuzzy logic for improving training data and response integration in modular neural networks -- 4. Method for response integration in modular neural networks using type-2 fuzzy logic -- 5. Modular neural networks for person recognition using the contour segmentation of the human iris -- 6. Modular neural networks for human recognition from ear images compressed using wavelets -- 7. Signature recognition with a hybrid approach combining modular neural networks and fuzzy logic for response integration -- 8. Interval type-2 fuzzy logic for module relevance estimation in sugeno response integration of modular neural networks -- 9. Optimization of fuzzy response integrators in modular neural networks with hierarchical genetic algorithms -- 10. Modular neural network with fuzzy response integration and its optimization using genetic algorithms for human recognition based on iris, ear and voice biometrics -- 11. A comparative study of type-2 fuzzy system optimization based on parameter uncertainty of membership functions -- 12. Neural network optimization for the recognition of persons using the iris biometric measure -- 13. Optimization of neural networks for the accurate identification of persons by images of the human ear as biometric measure.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

650 0 a| Pattern recognition systems.=| ^A37220;

650 0 a| Neural networks (Computer science)=| ^A263002;

650 0 a| Fuzzy systems.=| ^A187641;

655 0 a| Electronic books.=| ^A491897;

830 0 a| Studies in computational intelligencev| v. 389.=| ^A766031;

856 40 z| Full text available from SpringerLINK Studies in Computational Intelligence Contemporary (1997-present)u| https://go.openathens.net/redirector/ecu.edu?url=http%3A%2F%2Flink.springer.com%2Fopenurl%3Fgenre%3Dbook%26isbn%3D978-3-642-24138-3;

947 a| (OCoLC)ocn752068347;

949 a| CLICK ON WEB ADDRESSw| ASISh| JOYNER188;

949 a| CLICK ON WEB ADDRESSw| ASISh| HSL77;

949 a| CLICK ON WEB ADDRESSw| ASISh| JMUSIC60;

596 a| 1 3 4;

998 a| 4187245;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 4187245-1001l| JNETm| JOYNERr| Ys| Yt| JNESSBKu| 1/2/2016x| EBOOKz| JERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 4187245-2001l| HSLELECm| HSLr| Ys| Yt| HEBKu| 1/2/2016x| EBOOKz| HERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 4187245-3001l| MNETm| JMUSICr| Ys| Yt| MNESSBKu| 1/2/2016x| EBOOKz| JERESOURCE;

Modular neural networks and type-2 fuzzy systems for pattern recognition / Patricia Melin.

Author/creator	Melin, Patricia, 1962-
Format	Electronic
Publication Info	Berlin : Springer-Verlag,
Description	x, 214 p. : ill. (some col.) ; 24 cm.
Supplemental Content	Full text available from SpringerLINK Studies in Computational Intelligence Contemporary (1997-present)
Subjects	Pattern recognition systems. Neural networks (Computer science) Fuzzy systems.

Series	Studies in computational intelligence, 1860-949X ; v. 389 Studies in computational intelligence v. 389. ^A766031
Contents	1. Introduction to type-2 fuzzy logic in neural pattern recognition -- 2. Type-1 and Type-2 fuzzy inference systems for images edge detection -- 3. Type-2 fuzzy logic for improving training data and response integration in modular neural networks -- 4. Method for response integration in modular neural networks using type-2 fuzzy logic -- 5. Modular neural networks for person recognition using the contour segmentation of the human iris -- 6. Modular neural networks for human recognition from ear images compressed using wavelets -- 7. Signature recognition with a hybrid approach combining modular neural networks and fuzzy logic for response integration -- 8. Interval type-2 fuzzy logic for module relevance estimation in sugeno response integration of modular neural networks -- 9. Optimization of fuzzy response integrators in modular neural networks with hierarchical genetic algorithms -- 10. Modular neural network with fuzzy response integration and its optimization using genetic algorithms for human recognition based on iris, ear and voice biometrics -- 11. A comparative study of type-2 fuzzy system optimization based on parameter uncertainty of membership functions -- 12. Neural network optimization for the recognition of persons using the iris biometric measure -- 13. Optimization of neural networks for the accurate identification of persons by images of the human ear as biometric measure.
Bibliography note	Includes bibliographical references (p. [205]-211) and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2011939329
ISBN	9783642241383 (alk. paper)
ISBN	3642241387 (alk. paper)
ISBN	9783642241390 (e-ISBN)

Modular neural networks and type-2 fuzzy systems for pattern recognition / Patricia Melin.

Click here for more information about this title