메뉴 건너뛰기




Volumn 27, Issue , 2014, Pages 41-56

Optimization of modular granular neural networks using hierarchical genetic algorithms for human recognition using the ear biometric measure

Author keywords

Granular computing; Hierarchical genetic algorithm; Human recognition; Modular neural networks

Indexed keywords

BENCHMARK DATABASE; DESIGN PARAMETERS; EAR BIOMETRICS; HIERARCHICAL GENETIC ALGORITHM; HUMAN RECOGNITION; MODULAR NEURAL NETWORKS; TIME SERIES PREDICTION; TRAINING PHASE;

EID: 84888228006     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2013.09.014     Document Type: Article
Times cited : (85)

References (33)
  • 4
    • 0027700869 scopus 로고
    • High confidence visual recognition of persons by a test of statistical independence
    • November 11
    • J.G. Daugman High confidence visual recognition of persons by a test of statistical independence IEEE Transactions on Pattern Analysis and Machine Intelligence 15 November (11) 1993 1148 1161
    • (1993) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.15 , pp. 1148-1161
    • Daugman, J.G.1
  • 8
    • 56349147826 scopus 로고    scopus 로고
    • Optimization with genetic algorithms of modular neural networks using interval type-2 fuzzy logic for response integration: The case of multimodal biometry
    • Hidalgo D., Castillo O., Melin P., 2008a. Optimization with genetic algorithms of modular neural networks using interval type-2 fuzzy logic for response integration: the case of multimodal biometry. In: International Joint Conference on Neural Networks, pp. 738-745.
    • (2008) International Joint Conference on Neural Networks , pp. 738-745
    • Hidalgo, D.1    Castillo, O.2    Melin, P.3
  • 9
    • 51849163610 scopus 로고    scopus 로고
    • Type-1 and type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimization with genetic algorithms
    • D. Hidalgo, O. Castillo, and P. Melin Type-1 and type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimization with genetic algorithms Soft Computing for Hybrid Intelligent Systems 54 2008 89 114
    • (2008) Soft Computing for Hybrid Intelligent Systems , vol.54 , pp. 89-114
    • Hidalgo, D.1    Castillo, O.2    Melin, P.3
  • 10
    • 70549106947 scopus 로고    scopus 로고
    • Optimization of type-2 fuzzy integration in modular neural networks using an evolutionary method with applications in multimodal biometry
    • Hidalgo D., Melin P., Licea G., Castillo O., 2009. Optimization of type-2 fuzzy integration in modular neural networks using an evolutionary method with applications in multimodal biometry. In: Mexican International Conference on Artificial Intelligence, pp. 454-465.
    • (2009) Mexican International Conference on Artificial Intelligence , pp. 454-465
    • Hidalgo, D.1    Melin, P.2    Licea, G.3    Castillo, O.4
  • 13
    • 33747356038 scopus 로고    scopus 로고
    • Announcement of the BISC Special Interest Group on Granular Computing
    • Lin, T.Y., 1997. Granular Computing, Announcement of the BISC Special Interest Group on Granular Computing.
    • (1997) Granular Computing
    • Lin, T.Y.1
  • 15
    • 13844267721 scopus 로고    scopus 로고
    • Face recognition using modular neural networks and the fuzzy Sugeno integral for response integration
    • P. Melin, C. Felix, and O. Castillo Face recognition using modular neural networks and the fuzzy Sugeno integral for response integration International Journal of Intelligent Systems 20 2 2005 275 291
    • (2005) International Journal of Intelligent Systems , vol.20 , Issue.2 , pp. 275-291
    • Melin, P.1    Felix, C.2    Castillo, O.3
  • 17
    • 77957830693 scopus 로고    scopus 로고
    • An improved method for edge detection based on interval type-2 fuzzy logic
    • P. Melin, O. Mendoza, and O. Castillo An improved method for edge detection based on interval type-2 fuzzy logic Expert Systems with Applications 37 12 2010 8527 8535
    • (2010) Expert Systems with Applications , vol.37 , Issue.12 , pp. 8527-8535
    • Melin, P.1    Mendoza, O.2    Castillo, O.3
  • 18
    • 84859100699 scopus 로고    scopus 로고
    • Genetic optimization of modular neural networks with fuzzy response integration for human recognition
    • P. Melin, D. Sánchez, and O. Castillo Genetic optimization of modular neural networks with fuzzy response integration for human recognition Journal of Information Science 197 2012 1 19
    • (2012) Journal of Information Science , vol.197 , pp. 1-19
    • Melin, P.1    Sánchez, D.2    Castillo, O.3
  • 19
    • 68849098170 scopus 로고    scopus 로고
    • Interval type-2 fuzzy logic and modular neural networks for face recognition applications
    • O. Mendoza, P. Melin, and O. Castillo Interval type-2 fuzzy logic and modular neural networks for face recognition applications Applied Soft Computing 9 4 2009 1377 1387
    • (2009) Applied Soft Computing , vol.9 , Issue.4 , pp. 1377-1387
    • Mendoza, O.1    Melin, P.2    Castillo, O.3
  • 22
    • 70350191989 scopus 로고    scopus 로고
    • Optimization of fuzzy response integrators in modular neural networks with hierarchical genetic algorithms: The case of face, fingerprint and voice recognition
    • R. Muñoz, O. Castillo, and P. Melin Optimization of fuzzy response integrators in modular neural networks with hierarchical genetic algorithms: the case of face, fingerprint and voice recognition Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control 2009 111 129
    • (2009) Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control , pp. 111-129
    • Muñoz, R.1    Castillo, O.2    Melin, P.3
  • 23
    • 84888249130 scopus 로고    scopus 로고
    • Research on Ear Recognition Laboratory from the University of Science & Technology Beijing (USTB) Beijing (USTB) Found on the Web (accessed 25 May, 2013)
    • Research on Ear Recognition Laboratory from the University of Science & Technology Beijing (USTB) Beijing (USTB), 2013. Found on the Web page: http://www1.ustb.edu.cn/resb/en/subject/subject.htm (accessed 25 May, 2013).
    • (2013)
  • 25
    • 51849156391 scopus 로고    scopus 로고
    • A new biometric recognition technique based on hand geometry and voice using neural networks and fuzzy logic
    • P.A. Salazar-Tejeda, P. Melin, and O. Castillo A new biometric recognition technique based on hand geometry and voice using neural networks and fuzzy logic Soft Computing for Hybrid Intelligent Systems 2008 171 186
    • (2008) Soft Computing for Hybrid Intelligent Systems , pp. 171-186
    • Salazar-Tejeda, P.A.1    Melin, P.2    Castillo, O.3
  • 27
    • 77958533230 scopus 로고    scopus 로고
    • Modular neural network with fuzzy integration and its optimization using genetic algorithms for human recognition based on iris, ear and voice biometrics
    • D. Sánchez, and P. Melin Modular neural network with fuzzy integration and its optimization using genetic algorithms for human recognition based on iris, ear and voice biometrics Soft Computing for Recognition Based on Biometrics 2010 85 102
    • (2010) Soft Computing for Recognition Based on Biometrics , pp. 85-102
    • Sánchez, D.1    Melin, P.2
  • 29
    • 77958590855 scopus 로고    scopus 로고
    • Pattern recognition technologies and applications
    • Hershey, New York
    • Verma B., Blumenstein M., 2008. Pattern recognition technologies and applications. In: Information Science Reference, Hershey, New York, pp. 90 and 91.
    • (2008) Information Science Reference , pp. 90-91
    • Verma, B.1    Blumenstein, M.2
  • 32
    • 53749090068 scopus 로고    scopus 로고
    • The design of fuzzy information granules: Tradeoffs between specificity and experimental evidence
    • F. Yu, and W. Pedrycz The design of fuzzy information granules: tradeoffs between specificity and experimental evidence Applied Soft Computing 9 1 2009 264 273
    • (2009) Applied Soft Computing , vol.9 , Issue.1 , pp. 264-273
    • Yu, F.1    Pedrycz, W.2
  • 33
    • 0003123776 scopus 로고    scopus 로고
    • Some reflections on soft computing, granular computing and their roles in the conception, design and utilization of information/intelligent systems
    • L.A. Zadeh Some reflections on soft computing, granular computing and their roles in the conception, design and utilization of information/intelligent systems Soft Computing 2 1998 23 25
    • (1998) Soft Computing , vol.2 , pp. 23-25
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.