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Volumn 7, Issue 7, 2011, Pages 991-996

A novel linear-polynomial kernel to construct support vector machines for speech recognition

Author keywords

Empirical risk minimization (ERM); Hidden markov model (HMM); Hyperplane; Kernel function; Linear Polynomial (LP); Modified fuzzy hyper sphere neural networks (MFHNN); Neural network; Support vector machines (SVM); Vapnik chervonenkis (VC); Voting algorithm

Indexed keywords


EID: 80053089870     PISSN: 15493636     EISSN: None     Source Type: Journal    
DOI: 10.3844/jcssp.2011.991.996     Document Type: Article
Times cited : (5)

References (19)
  • 1
    • 27144489164 scopus 로고    scopus 로고
    • A Tutorial on support vector machines for pattern recognition
    • DOI: 10.1023/A:1009715923555
    • Burges, C.J.C., 1998. A Tutorial on support vector machines for pattern recognition. Knowl. Discovery Data Min., 2: 121-167. DOI: 10.1023/A:1009715923555.
    • (1998) Knowl. Discovery Data Min. , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 4
    • 34249753618 scopus 로고
    • Support vector networks
    • DOI: 10.1234/12345678
    • Cortes, C. and V. Vapnik, 1995. Support vector networks. Mach. Learn., 20: 1-25. DOI: 10.1234/12345678.
    • (1995) Mach. Learn. , vol.20 , pp. 1-25
    • Cortes, C.1    Vapnik, V.2
  • 6
    • 80053074411 scopus 로고    scopus 로고
    • Impact of information asymmetry on municipal bond yields: An empirical analysis
    • DOI: 10.3844/ajebasp.2009.11.20
    • Daniels, K. and D.D. Ejara, 2009. Impact of information asymmetry on municipal bond yields: An empirical analysis. Am. J. Econ. Bus. Admin., 1: 11-20. DOI: 10.3844/ajebasp.2009.11.20.
    • (2009) Am. J. Econ. Bus. Admin. , vol.1 , pp. 11-20
    • Daniels, K.1    Ejara, D.D.2
  • 7
  • 10
    • 79959537153 scopus 로고    scopus 로고
    • Segmentation of satellite imagery using RBF neural network and genetic algorithm
    • Mahi, H. and H.F. Izabatene, 2011. Segmentation of satellite imagery using RBF neural network and genetic algorithm. Asian J. Applied Sci., 4: 186-194. http://198.171.234.225/fulltext/emailthisarticle.php?doi=ajaps.2011.186.194&org=
    • (2011) Asian J. Applied Sci. , vol.4 , pp. 186-194
    • Mahi, H.1    Izabatene, H.F.2
  • 11
    • 80053058536 scopus 로고    scopus 로고
    • Evaluating agility in extended enterprise systems: A transportation network case
    • DOI: 10.3844/ajeassp.2011.142.152
    • Mansouri, M., A. Ganguly and A. Mostashari, 2011. Evaluating agility in extended enterprise systems: A transportation network case. Am. J. Eng. Applied Sci., 4: 142-152. DOI: 10.3844/ajeassp.2011.142.152.
    • (2011) Am. J. Eng. Applied Sci. , vol.4 , pp. 142-152
    • Mansouri, M.1    Ganguly, A.2    Mostashari, A.3
  • 13
    • 67651049438 scopus 로고    scopus 로고
    • Speech recognition algorithm of parallel subband HMM based on wavelet analysis and neural network
    • Ping, Z., T. Li-Zhen and X. Dong-Feng, 2009. Speech recognition algorithm of parallel subband HMM based on wavelet analysis and neural network. Inform. Technol. J., 8: 796-800. http://docsdrive.com/pdfs/ansinet/itj/2009/796-800.pdf.
    • (2009) Inform. Technol. J. , vol.8 , pp. 796-800
    • Ping, Z.1    Li-Zhen, T.2    Dong-Feng, X.3
  • 14
    • 0004244302 scopus 로고
    • 1st Edn., Prentice Hall, Englewood Cliffs, New Jersey, USA., ISBN: 10.0130151572
    • Rabiner, L.R. and B.H. Juang, 1993. Fundamentals of Speech Recognition. 1st Edn., Prentice Hall, Englewood Cliffs, New Jersey, USA., ISBN: 10: 0130151572, pp: 496.
    • (1993) Fundamentals of Speech Recognition , pp. 496
    • Rabiner, L.R.1    Juang, B.H.2
  • 15
    • 0004094721 scopus 로고    scopus 로고
    • 1st Edn., MIT Press, Cambridge, Mass, USA., ISBN-10: 9780262194754
    • Scholkopf, B. and A. Smola, 2002. Learning with Kernels. 1st Edn., MIT Press, Cambridge, Mass, USA., ISBN-10: 9780262194754, pp: 644.
    • (2002) Learning with Kernels , pp. 644
    • Scholkopf, B.1    Smola, A.2
  • 16
    • 78649408920 scopus 로고    scopus 로고
    • A study of rainfall forecasting models based on artificial neural network
    • DOI: 10.3923/ajaps.2009.486.498
    • Solaimani, K., 2009. A study of rainfall forecasting models based on artificial neural network. Asian J. Applied Sci., 2: 486-498. DOI: 10.3923/ajaps.2009.486.498.
    • (2009) Asian J. Applied Sci. , vol.2 , pp. 486-498
    • Solaimani, K.1
  • 17
    • 51849146628 scopus 로고    scopus 로고
    • An overview of speech recognition system based on the support vector machines
    • May 13-15, IEEE Xplore, Kuala Lumpur. DOI: 10.1109/ICCCE.2008.4580709
    • Sonkamble, B.A. and D.D. Doye, 2008. An overview of speech recognition system based on the support vector machines. Proceeding of the International Conference on Computer and Communication Engineering, May 13-15, IEEE Xplore, Kuala Lumpur, pp: 768-771. DOI: 10.1109/ICCCE.2008.4580709.
    • (2008) Proceeding of the International Conference on Computer and Communication Engineering , pp. 768-771
    • Sonkamble, B.A.1    Doye, D.D.2
  • 18
    • 2142643698 scopus 로고    scopus 로고
    • A support vector machine with a hybrid kernel and minimal vapnikchervonenkis dimension
    • DOI: 10.1109/TKDE.2004.1269664
    • Tan, Y. and J. Wang, 2004. A support vector machine with a hybrid kernel and minimal vapnikchervonenkis dimension. IEEE Trans. Knowl. Data Eng., 16: 385-395. DOI: 10.1109/TKDE.2004.1269664.
    • (2004) IEEE Trans. Knowl. Data Eng. , vol.16 , pp. 385-395
    • Tan, Y.1    Wang, J.2
  • 19
    • 0003991806 scopus 로고    scopus 로고
    • 1st Edn., John Wiley and Sons, New York, USA., ISBN-10: 0471030031
    • Vapnik, V.N., 1998. Statistical Learning Theory. 1st Edn., John Wiley and Sons, New York, USA., ISBN-10: 0471030031, pp: 736.
    • (1998) Statistical Learning Theory , pp. 736
    • Vapnik, V.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.