메뉴 건너뛰기




Volumn 42, Issue 14, 2015, Pages 5839-5847

Fuzzy logic in the gravitational search algorithm for the optimization of modular neural networks in pattern recognition

Author keywords

Echocardiograms; Fuzzy logic; Gravitational search algorithm; GSA; Law of gravity; Modular neural networks; Pattern recognition; Second motion law

Indexed keywords

ALGORITHMS; BIOMEDICAL SIGNAL PROCESSING; FUZZY INFERENCE; FUZZY NEURAL NETWORKS; LEARNING ALGORITHMS; MEDICAL IMAGING; PATTERN RECOGNITION;

EID: 84937762474     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2015.03.034     Document Type: Article
Times cited : (75)

References (44)
  • 2
    • 0030165014 scopus 로고    scopus 로고
    • The use of the gray level sat to find the salient cavities in echocardiograms
    • D. Bailes The use of the gray level sat to find the salient cavities in echocardiograms Journal of Visual Communication and Image Representation 7 2 1996 169 195
    • (1996) Journal of Visual Communication and Image Representation , vol.7 , Issue.2 , pp. 169-195
    • Bailes, D.1
  • 3
    • 0036489380 scopus 로고    scopus 로고
    • A shape-space-based approach to tracking myocardial borders and quantifying regional left-ventricular function applied in echocardiography
    • A. Banning, C. Behrenbruch, A. Kelion, G. Jacob, and J. Noble A shape-space-based approach to tracking myocardial borders and quantifying regional left-ventricular function applied in echocardiography IEEE Transactions on Medical Imaging 2002 226 238
    • (2002) IEEE Transactions on Medical Imaging , pp. 226-238
    • Banning, A.1    Behrenbruch, C.2    Kelion, A.3    Jacob, G.4    Noble, J.5
  • 5
    • 31944448941 scopus 로고    scopus 로고
    • A study of particle swarm optimization particle trajectories
    • F. Bergh, and A. Engelbrecht A study of particle swarm optimization particle trajectories Information Sciences 2006 937 971
    • (2006) Information Sciences , pp. 937-971
    • Bergh, F.1    Engelbrecht, A.2
  • 7
    • 70450174317 scopus 로고    scopus 로고
    • Echocardiogram view classification using edge filtered scale-invariant motion features
    • Beymer, D., Kumar, R, Tanveer, S., & Wang, F. (2009). Echocardiogram view classification using edge filtered scale-invariant motion features. In Computer vision and pattern recognition (pp. 723-730).
    • (2009) Computer Vision and Pattern Recognition , pp. 723-730
    • Beymer, D.1    Kumar, R.2    Tanveer, S.3    Wang, F.4
  • 9
    • 84858335607 scopus 로고    scopus 로고
    • An intelligent classifier for prognosis of cardiac resynchronization therapy based on speckle-tracking echocardiograms
    • P. Chao, Ch. Wang, and H. Chan An intelligent classifier for prognosis of cardiac resynchronization therapy based on speckle-tracking echocardiograms Artificial Intelligence in Medicine 54 3 2012 181 188
    • (2012) Artificial Intelligence in Medicine , vol.54 , Issue.3 , pp. 181-188
    • Chao, P.1    Wang, Ch.2    Chan, H.3
  • 11
    • 0030462827 scopus 로고    scopus 로고
    • Is the echocardiogram an appropriate ECG validity standard for the detection and change in left ventricular size
    • R. Crow, P. Hannan, G. Grandits, and P. Liebson Is the echocardiogram an appropriate ECG validity standard for the detection and change in left ventricular size Journal of Electrocardiology 29 Suppl. 1 1996 248 255
    • (1996) Journal of Electrocardiology , vol.29 , pp. 248-255
    • Crow, R.1    Hannan, P.2    Grandits, G.3    Liebson, P.4
  • 12
    • 60249097051 scopus 로고    scopus 로고
    • Effective diagnosis of heart disease through neural networks ensembles
    • R. Das, I. Turkoglu, and A. Sengur Effective diagnosis of heart disease through neural networks ensembles Expert Systems with Applications 36 4 2009 7675 7680
    • (2009) Expert Systems with Applications , vol.36 , Issue.4 , pp. 7675-7680
    • Das, R.1    Turkoglu, I.2    Sengur, A.3
  • 14
    • 84889083536 scopus 로고    scopus 로고
    • A discrete gravitational search algorithm for solving combinatorial optimization problems
    • M. Dowlatshahi, H. Nezamabadi, and M. Mashinchi A discrete gravitational search algorithm for solving combinatorial optimization problems Information Sciences 258 2014 94 107
    • (2014) Information Sciences , vol.258 , pp. 94-107
    • Dowlatshahi, M.1    Nezamabadi, H.2    Mashinchi, M.3
  • 16
    • 0011988603 scopus 로고
    • Contrast enhancement of medical images using multiscale edge representation
    • M. Ealy, D. Lu, and J. Weaver Contrast enhancement of medical images using multiscale edge representation Optical Engineering 1994 1251 1261
    • (1994) Optical Engineering , pp. 1251-1261
    • Ealy, M.1    Lu, D.2    Weaver, J.3
  • 17
    • 79959417318 scopus 로고    scopus 로고
    • Modular neural networks for person recognition using segmentation and the iris biometric measurement with image pre-processing
    • Gaxiola, F., Melin, P., & López, M. (2010). Modular neural networks for person recognition using segmentation and the iris biometric measurement with image pre-processing. In The international joint conference on neural networks (IJCNN) (pp. 1-7).
    • (2010) The International Joint Conference on Neural Networks (IJCNN) , pp. 1-7
    • Gaxiola, F.1
  • 19
    • 18144413180 scopus 로고    scopus 로고
    • A speckle reduction filter using wavelet-based methods for medical imaging application
    • Kang, S., & Hong, S. (2002). A speckle reduction filter using wavelet-based methods for medical imaging application. In International conference on digital signal processing (DSP) (pp. 1169-1172).
    • (2002) International Conference on Digital Signal Processing (DSP) , pp. 1169-1172
    • Kang, S.1    Hong, S.2
  • 22
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C. Gelatto, and M.P. Vecchi Optimization by simulated annealing Science 220 1983 671 680
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatto, C.2    Vecchi, M.P.3
  • 23
    • 33750135971 scopus 로고    scopus 로고
    • Optimization of modular neural networks using hierarchical genetic algorithms applied to speech recognition
    • Montreal, Canada
    • Martinez, G., Melin, P., & Castillo, O. (2005). Optimization of modular neural networks using hierarchical genetic algorithms applied to speech recognition. In Proceeding of international joint conference on neural network, Montreal, Canada (pp. 1400-1406).
    • (2005) Proceeding of International Joint Conference on Neural Network , pp. 1400-1406
    • Martinez, G.1    Melin, P.2    Castillo, O.3
  • 25
    • 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 Information Sciences 197 2012 1 19
    • (2012) Information Sciences , vol.197 , pp. 1-19
    • Melin, P.1    Sánchez, D.2    Castillo, O.3
  • 26
    • 84862858496 scopus 로고    scopus 로고
    • Training feedforward neural networks using hybrid particle swarm optimization and gravitational search algorithm
    • S. Mirjalili, S. Mohd, and H. Moradian Training feedforward neural networks using hybrid particle swarm optimization and gravitational search algorithm Applied Mathematics and Computation 218 22 2012 11125 11137
    • (2012) Applied Mathematics and Computation , vol.218 , Issue.22 , pp. 11125-11137
    • Mirjalili, S.1    Mohd, S.2    Moradian, H.3
  • 31
    • 84881590864 scopus 로고    scopus 로고
    • A new gravitational search algorithm using fuzzy logic to parameter adaptation
    • México
    • Sombra, A., Valdez, F., & Melin, P. (2013). A new gravitational search algorithm using fuzzy logic to parameter adaptation. In IEEE congress on evolutionary computation, Cancun, México (pp. 1068-1074).
    • (2013) IEEE Congress on Evolutionary Computation, Cancun , pp. 1068-1074
    • Sombra, A.1    Valdez, F.2    Melin, P.3
  • 33
    • 0038075183 scopus 로고    scopus 로고
    • Automated quantification of left ventricular function by the automated contour tracking method
    • K. Sugioka Automated quantification of left ventricular function by the automated contour tracking method Journal of Cardiovascular Ultrasound and Allied Technology 2003 313 318
    • (2003) Journal of Cardiovascular Ultrasound and Allied Technology , pp. 313-318
    • Sugioka, K.1
  • 36
    • 79955602707 scopus 로고    scopus 로고
    • Modular neural network programming with genetic optimization
    • H. Tsai, and Y. Lin Modular neural network programming with genetic optimization Elsevier, Expert Systems with Applications 38 9 2011 11032 11039
    • (2011) Elsevier, Expert Systems with Applications , vol.38 , Issue.9 , pp. 11032-11039
    • Tsai, H.1    Lin, Y.2
  • 37
    • 0024628155 scopus 로고
    • Automated extraction of serial myocardial borders from M-mode echocardiograms
    • M. Unser, G. Pelle, P. Brun, and M. Eden automated extraction of serial myocardial borders from M-mode echocardiograms IEEE Transactions on Medical Imaging 8 1 1989 96 103
    • (1989) IEEE Transactions on Medical Imaging , vol.8 , Issue.1 , pp. 96-103
    • Unser, M.1    Pelle, G.2    Brun, P.3    Eden, M.4
  • 38
    • 80054745719 scopus 로고    scopus 로고
    • Parallel genetic algorithms for optimization of modular neural networks in pattern recognition
    • San Jose, California, USA
    • Valdez, F., Melin, P., & Parra, H. (2011). Parallel genetic algorithms for optimization of modular neural networks in pattern recognition. In: Proceeding of international joint conference on neural networks, San Jose, California, USA (pp. 314-319).
    • (2011) Proceeding of International Joint Conference on Neural Networks , pp. 314-319
    • Valdez, F.1    Melin, P.2    Parra, H.3
  • 39
    • 84898543786 scopus 로고    scopus 로고
    • Modular neural networks architecture optimization with a new nature inspired method using a fuzzy combination of particle swarm optimization and genetic algorithms
    • F. Valdez, P. Melin, and O. Castillo Modular neural networks architecture optimization with a new nature inspired method using a fuzzy combination of particle swarm optimization and genetic algorithms Information Sciences 270 2014 143 153
    • (2014) Information Sciences , vol.270 , pp. 143-153
    • Valdez, F.1    Melin, P.2    Castillo, O.3
  • 40
    • 0031240184 scopus 로고    scopus 로고
    • A methodology for evaluation of boundary detection algorithms on medical images
    • Ch. Vikram, and K. Yongmin A methodology for evaluation of boundary detection algorithms on medical images IEEE Transactions on Medical Imaging 16 5 1997 642 652
    • (1997) IEEE Transactions on Medical Imaging , vol.16 , Issue.5 , pp. 642-652
    • Vikram, Ch.1    Yongmin, K.2
  • 44
    • 0032129154 scopus 로고    scopus 로고
    • Speckle reduction and contrast enhancement of echocardiograms via multiscale nonlinear processing
    • X. Zong, A. Laine, and E. Geiser Speckle reduction and contrast enhancement of echocardiograms via multiscale nonlinear processing IEEE Transactions on Medical Imaging 17 4 1998 532 540
    • (1998) IEEE Transactions on Medical Imaging , vol.17 , Issue.4 , pp. 532-540
    • Zong, X.1    Laine, A.2    Geiser, E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.