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Volumn 38, Issue 10, 2008, Pages 1103-1111

Screening of knee-joint vibroarthrographic signals using the strict 2-surface proximal classifier and genetic algorithm

Author keywords

Feature selection; Genetic algorithm; Knee joint sounds; Pattern classification; Strict 2 surface proximal classifier; Vibroarthrography

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); CLASSIFIERS; GENETIC ALGORITHMS; KETONES; LEARNING SYSTEMS;

EID: 53049103842     PISSN: 00104825     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compbiomed.2008.08.009     Document Type: Article
Times cited : (24)

References (30)
  • 1
    • 33344455993 scopus 로고    scopus 로고
    • Modified local discriminant bases algorithm and its application in analysis of human knee joint vibration signals
    • Umapathy K., and Krishnan S. Modified local discriminant bases algorithm and its application in analysis of human knee joint vibration signals. IEEE Trans. Biomed. Eng. 53 3 (2006) 517-523
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , Issue.3 , pp. 517-523
    • Umapathy, K.1    Krishnan, S.2
  • 2
    • 0017988258 scopus 로고
    • A noninvasive electroacoustical evaluation technique of cartilage damage in pathological knee joints
    • Chu M.L., Gradisar I.A., and Mostardi R. A noninvasive electroacoustical evaluation technique of cartilage damage in pathological knee joints. Med. Biol. Eng. Comput. 16 (1978) 437-442
    • (1978) Med. Biol. Eng. Comput. , vol.16 , pp. 437-442
    • Chu, M.L.1    Gradisar, I.A.2    Mostardi, R.3
  • 3
    • 0033981665 scopus 로고    scopus 로고
    • Vibration arthrometry in the patients with failed total knee replacement
    • Jiang C.-C., Lee J.-H., and Yuan T.-T. Vibration arthrometry in the patients with failed total knee replacement. IEEE Trans. Biomed. Eng. 47 2 (2000) 218-227
    • (2000) IEEE Trans. Biomed. Eng. , vol.47 , Issue.2 , pp. 218-227
    • Jiang, C.-C.1    Lee, J.-H.2    Yuan, T.-T.3
  • 4
    • 0031281452 scopus 로고    scopus 로고
    • Adaptive filtering, modelling, and classification of knee joint vibroarthrographic signals for non-invasive diagnosis of articular cartilage pathology
    • Krishnan S., Rangayyan R.M., Bell G.D., Frank C.B., and Ladly K.O. Adaptive filtering, modelling, and classification of knee joint vibroarthrographic signals for non-invasive diagnosis of articular cartilage pathology. Med. Biol. Eng. Comput. 35 (1997) 677-684
    • (1997) Med. Biol. Eng. Comput. , vol.35 , pp. 677-684
    • Krishnan, S.1    Rangayyan, R.M.2    Bell, G.D.3    Frank, C.B.4    Ladly, K.O.5
  • 5
    • 0031281524 scopus 로고    scopus 로고
    • Parametric representation and screening of knee joint vibroarthrographic signals
    • Rangayyan R.M., Krishnan S., Bell G.D., Frank C.B., and Ladly K.O. Parametric representation and screening of knee joint vibroarthrographic signals. IEEE Trans. Biomed. Eng. 44 11 (1997) 1068-1074
    • (1997) IEEE Trans. Biomed. Eng. , vol.44 , Issue.11 , pp. 1068-1074
    • Rangayyan, R.M.1    Krishnan, S.2    Bell, G.D.3    Frank, C.B.4    Ladly, K.O.5
  • 6
    • 0033625603 scopus 로고    scopus 로고
    • Adaptive time-frequency analysis of knee joint vibroarthrographic signals for noninvasive screening of articular cartilage pathology
    • Krishnan S., Rangayyan R.M., Bell G.D., and Frank C.B. Adaptive time-frequency analysis of knee joint vibroarthrographic signals for noninvasive screening of articular cartilage pathology. IEEE Trans. Biomed. Eng. 47 6 (2000) 773-783
    • (2000) IEEE Trans. Biomed. Eng. , vol.47 , Issue.6 , pp. 773-783
    • Krishnan, S.1    Rangayyan, R.M.2    Bell, G.D.3    Frank, C.B.4
  • 7
    • 39549097933 scopus 로고    scopus 로고
    • Screening of knee-joint vibroarthrographic signals using statistical parameters and radial basis functions
    • Rangayyan R.M., and Wu Y. Screening of knee-joint vibroarthrographic signals using statistical parameters and radial basis functions. Med. Biol. Eng. Comput. 46 3 (2007) 223-232
    • (2007) Med. Biol. Eng. Comput. , vol.46 , Issue.3 , pp. 223-232
    • Rangayyan, R.M.1    Wu, Y.2
  • 8
    • 57649243787 scopus 로고    scopus 로고
    • T. Mu, A.K. Nandi, R.M. Rangayyan, Strict 2-surface proximal classification of knee-joint vibroarthrographic signals, in: Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, Lyon, France, August 2007, pp. 4911-4914.
    • T. Mu, A.K. Nandi, R.M. Rangayyan, Strict 2-surface proximal classification of knee-joint vibroarthrographic signals, in: Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, Lyon, France, August 2007, pp. 4911-4914.
  • 9
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes C., and Vapnik V. Support-vector networks. Mach. Learn. 20 3 (1995) 273-297
    • (1995) Mach. Learn. , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 11
    • 0023855839 scopus 로고
    • An introduction to neural computing
    • Kohonen T. An introduction to neural computing. Neural Networks 1 (1988) 3-16
    • (1988) Neural Networks , vol.1 , pp. 3-16
    • Kohonen, T.1
  • 13
    • 21244486307 scopus 로고    scopus 로고
    • Multicategory proximal support vector machine classifiers
    • Fung G., and Mangasarian O.L. Multicategory proximal support vector machine classifiers. Mach. Learn. 59 (2005) 77-97
    • (2005) Mach. Learn. , vol.59 , pp. 77-97
    • Fung, G.1    Mangasarian, O.L.2
  • 14
    • 33644830072 scopus 로고    scopus 로고
    • Multisurface proximal support vector machine classification via generalized eigenvalues
    • Mangasarian O.L., and Wild E.W. Multisurface proximal support vector machine classification via generalized eigenvalues. IEEE Trans. Pattern Anal. Mach. Intell. 28 (2006) 69-74
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell. , vol.28 , pp. 69-74
    • Mangasarian, O.L.1    Wild, E.W.2
  • 15
    • 12744267752 scopus 로고    scopus 로고
    • An adaptive k-nearest neighbor text categorization strategy
    • Li B., Lu Q., and Yu S. An adaptive k-nearest neighbor text categorization strategy. ACM Trans. Asian Lang. Inf. Process. 3 4 (2004) 215-226
    • (2004) ACM Trans. Asian Lang. Inf. Process. , vol.3 , Issue.4 , pp. 215-226
    • Li, B.1    Lu, Q.2    Yu, S.3
  • 16
    • 0033624996 scopus 로고    scopus 로고
    • A CAD system for the automatic detection of clustered microcalcifications in digitized mammogram films
    • Yu S., and Guan L. A CAD system for the automatic detection of clustered microcalcifications in digitized mammogram films. IEEE Trans. Med. Imaging 19 2 (2000) 115-126
    • (2000) IEEE Trans. Med. Imaging , vol.19 , Issue.2 , pp. 115-126
    • Yu, S.1    Guan, L.2
  • 17
    • 0036161011 scopus 로고    scopus 로고
    • Choosing multiple parameters for support vector machines
    • Chapelle O., Vapnik V., Bousquet O., and Mukherjee S. Choosing multiple parameters for support vector machines. Mach. Learn. 46 1 (2002) 131-159
    • (2002) Mach. Learn. , vol.46 , Issue.1 , pp. 131-159
    • Chapelle, O.1    Vapnik, V.2    Bousquet, O.3    Mukherjee, S.4
  • 18
    • 53049102333 scopus 로고    scopus 로고
    • O. Maron, A.W. Moore, Hoeffding races: accelerating model selection search for classification and function approximation, in: Advances in Neural Information Processing Systems, vol. 6, 1994, pp. 59-66.
    • O. Maron, A.W. Moore, Hoeffding races: accelerating model selection search for classification and function approximation, in: Advances in Neural Information Processing Systems, vol. 6, 1994, pp. 59-66.
  • 19
    • 0004116559 scopus 로고
    • IEEE Computer Society Press, Los Alamitos, CA
    • Buckles B.P. Genetic Algorithms (1992), IEEE Computer Society Press, Los Alamitos, CA
    • (1992) Genetic Algorithms
    • Buckles, B.P.1
  • 20
    • 53049089046 scopus 로고    scopus 로고
    • H. Vafaie, K.A. De Jong, Improving the performance of rule induction system using genetic algorithms, in: Proceedings of the 1st International Workshop on Multistrategy Learning, Harpers Ferry, WV, 1991, pp. 305-315.
    • H. Vafaie, K.A. De Jong, Improving the performance of rule induction system using genetic algorithms, in: Proceedings of the 1st International Workshop on Multistrategy Learning, Harpers Ferry, WV, 1991, pp. 305-315.
  • 21
    • 0347985151 scopus 로고    scopus 로고
    • Automatic digital modulation recognition using the artificial neural network and genetic algorithm
    • Wong M.L.D., and Nandi A.K. Automatic digital modulation recognition using the artificial neural network and genetic algorithm. Signal Process. 84 2 (2004) 351-365
    • (2004) Signal Process. , vol.84 , Issue.2 , pp. 351-365
    • Wong, M.L.D.1    Nandi, A.K.2
  • 22
    • 0033689605 scopus 로고    scopus 로고
    • Genetic algorithms for feature selection in machine condition monitoring with vibration signals
    • Jack L.B., and Nandi A.K. Genetic algorithms for feature selection in machine condition monitoring with vibration signals. IEE Proc. Vision Image Signal Process. 147 3 (2000) 205-212
    • (2000) IEE Proc. Vision Image Signal Process. , vol.147 , Issue.3 , pp. 205-212
    • Jack, L.B.1    Nandi, A.K.2
  • 26
    • 85025198966 scopus 로고    scopus 로고
    • K.A. De Jong, W.M. Spears, An analysis of the interacting roles of population size and crossover in genetic algorithms, in: Proceedings of the 1st Workshop on Parallel Problem Solving from Nature, Springer, Berlin, Germany, 1990, pp. 38-47.
    • K.A. De Jong, W.M. Spears, An analysis of the interacting roles of population size and crossover in genetic algorithms, in: Proceedings of the 1st Workshop on Parallel Problem Solving from Nature, Springer, Berlin, Germany, 1990, pp. 38-47.
  • 29
    • 53049095953 scopus 로고    scopus 로고
    • UCI, DELVE, and STATLOG Benchmark Repository, available at 〈http://ida.first.fhg.de/projects/bench/benchmarks.htm〉.
    • UCI, DELVE, and STATLOG Benchmark Repository, available at 〈http://ida.first.fhg.de/projects/bench/benchmarks.htm〉.
  • 30
    • 37549035003 scopus 로고    scopus 로고
    • Analysis of breast tumors in mammograms using the pairwise Rayleigh quotient classifier
    • 10.1117/1.2803834
    • Mu T., Nandi A.K., and Rangayyan R.M. Analysis of breast tumors in mammograms using the pairwise Rayleigh quotient classifier. J. Electron. Imaging 16 4 (2007) 043004 10.1117/1.2803834
    • (2007) J. Electron. Imaging , vol.16 , Issue.4 , pp. 043004
    • Mu, T.1    Nandi, A.K.2    Rangayyan, R.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.