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Volumn 41, Issue 5, 2008, Pages 1814-1823

Fuzzy integral based information fusion for classification of highly confusable non-speech sounds

Author keywords

Acoustic event classification; Audio features; Choquet integral; Feature selection; Feature level and decision level information fusion; Fuzzy integral and fuzzy measure; Interaction of information sources

Indexed keywords

FEATURE EXTRACTION; FUZZY SETS; INFORMATION FUSION; INFORMATION SYSTEMS; SPEECH RECOGNITION;

EID: 38349121660     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2007.10.026     Document Type: Article
Times cited : (51)

References (20)
  • 1
    • 0346076780 scopus 로고    scopus 로고
    • 'Fuzzy' vs 'Non-fuzzy' in combining classifiers designed by boosting
    • Kuncheva L. 'Fuzzy' vs 'Non-fuzzy' in combining classifiers designed by boosting. IEEE Trans. Fuzzy Systems 11 6 (2003) 729-741
    • (2003) IEEE Trans. Fuzzy Systems , vol.11 , Issue.6 , pp. 729-741
    • Kuncheva, L.1
  • 2
    • 38349109217 scopus 로고    scopus 로고
    • M. Sugeno, Theory of fuzzy integrals and its applications, Ph.D. Thesis, Tokyo Institute of Technology, 1974.
  • 3
    • 0008177152 scopus 로고
    • Fuzzy integral in multi-criteria decision-making
    • Grabisch M. Fuzzy integral in multi-criteria decision-making. Fuzzy Sets Systems 69 (1995) 279-298
    • (1995) Fuzzy Sets Systems , vol.69 , pp. 279-298
    • Grabisch, M.1
  • 4
    • 0038537365 scopus 로고    scopus 로고
    • S. Chang, S. Greenberg, Syllable-proximity evaluation in automatic speech recognition using fuzzy measures and a fuzzy integral, in: Proceedings of the 12th IEEE Fuzzy Systems Conference, 2003, pp. 828-833.
  • 5
    • 0029212628 scopus 로고    scopus 로고
    • M. Grabisch, A new algorithm for identifying fuzzy measures and its application to pattern recognition, in: Proceedings of 4th IEEE International Conference on Fuzzy Systems, Yokohama, Japan, 1995, pp. 145-150.
  • 6
    • 13444263342 scopus 로고    scopus 로고
    • Y. Wu, E. Chang, K. Chang, J Smith, Optimal multimodal fusion for multimedia data analysis, in: Proceedings of ACM International Conference on Multimedia, New York, 2004, pp. 572-579.
  • 7
    • 32044455069 scopus 로고    scopus 로고
    • Classification of acoustic events using SVM-based clustering schemes
    • Temko A., and Nadeu C. Classification of acoustic events using SVM-based clustering schemes. Pattern Recogn. 39 4 (2006) 682-694
    • (2006) Pattern Recogn. , vol.39 , Issue.4 , pp. 682-694
    • Temko, A.1    Nadeu, C.2
  • 9
    • 38349147842 scopus 로고    scopus 로고
    • J. Weston, J. Mukherjee, O. Chapelle, M. Pontil, T. Poggio, V. Vapnik, Feature selection for SVMs, in: Proceedings of NIPS, 2000.
  • 11
    • 0007963241 scopus 로고    scopus 로고
    • Behavioral analysis of aggregation in multicriteria decision aid, preferences and decisions under incomplete knowledge
    • Physica Verlag, Heidelberg
    • Marichal J.-L. Behavioral analysis of aggregation in multicriteria decision aid, preferences and decisions under incomplete knowledge. Studies in Fuzziness and Soft Computing vol. 51 (2000), Physica Verlag, Heidelberg 153-178
    • (2000) Studies in Fuzziness and Soft Computing , vol.51 , pp. 153-178
    • Marichal, J.-L.1
  • 12
    • 38349181661 scopus 로고    scopus 로고
    • M. Grabisch, The Choquet integral as a linear interpolator, in: Tenth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2004), Perugia (Italy), 2004, pp. 373-378.
  • 13
    • 0037117192 scopus 로고    scopus 로고
    • Entropy of discrete Choquet capacities
    • Marichal J.-L. Entropy of discrete Choquet capacities. Eur. J. Oper. Res. 137 3 (2002) 612-624
    • (2002) Eur. J. Oper. Res. , vol.137 , Issue.3 , pp. 612-624
    • Marichal, J.-L.1
  • 14
    • 38349189049 scopus 로고    scopus 로고
    • I. Kojadinovic, J.-L. Marichal, M. Roubens, An axiomatic approach to the definition of the entropy of a discrete choquet capacity, in: Ninth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2002), Annecy (France), 2002, pp. 763-768.
  • 15
    • 0014055288 scopus 로고
    • Cepstrum pitch determination
    • Noll A. Cepstrum pitch determination. J. Acoust. Soc. Am. 41 2 (1967) 293-309
    • (1967) J. Acoust. Soc. Am. , vol.41 , Issue.2 , pp. 293-309
    • Noll, A.1
  • 16
    • 38349161539 scopus 로고    scopus 로고
    • Evaluation Packages for the First CHIL Evaluation Campaign, CHIL project Deliverable D7.4, downloadable from 〈http://chil.server.de/servlet/is/2712/〉, 2005.
  • 17
    • 38349097220 scopus 로고    scopus 로고
    • A. Temko, C. Nadeu, J.-I. Biel, Acoustic event detection: SVM-based system and evaluation setup in CLEAR'07, CLEAR'07 Evaluation Campaign and Workshop, Baltimore, MD, USA (to appear in Multimodal Technologies for Perception of Humans, LNCS, Springer).
  • 18
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • Hsu C., and Lin C. A comparison of methods for multi-class support vector machines. IEEE Trans. Neural Networks 13 (2002) 415-425
    • (2002) IEEE Trans. Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.1    Lin, C.2
  • 19
    • 0032598064 scopus 로고    scopus 로고
    • Improved feature selection and classification by the 2-additive fuzzy measure
    • Mikenina L., and Zimmermann H. Improved feature selection and classification by the 2-additive fuzzy measure. Fuzzy Sets Systems 107 2 (1999) 197-218
    • (1999) Fuzzy Sets Systems , vol.107 , Issue.2 , pp. 197-218
    • Mikenina, L.1    Zimmermann, H.2
  • 20
    • 0034817674 scopus 로고    scopus 로고
    • Frequency and time filtering of filter-bank energies for robust HMM speech recognition
    • Nadeu C., Macho D., and Hernando J. Frequency and time filtering of filter-bank energies for robust HMM speech recognition. Speech Commun. 34 (2001) 93-114
    • (2001) Speech Commun. , vol.34 , pp. 93-114
    • Nadeu, C.1    Macho, D.2    Hernando, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.