메뉴 건너뛰기




Volumn 25, Issue 3, 2006, Pages 359-374

Efficient data reduction in multimedia data

Author keywords

Association rule mining; Audio event identification; Image classification; Sampling

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA REDUCTION; DATA STORAGE EQUIPMENT; DATABASE SYSTEMS; INFORMATION RETRIEVAL; LEARNING ALGORITHMS; LEARNING SYSTEMS; SAMPLING;

EID: 33750719625     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10489-006-0112-1     Document Type: Article
Times cited : (5)

References (35)
  • 3
    • 0000710299 scopus 로고
    • Queries and concept learning
    • Angluin D (1988) Queries and concept learning. Mach Learn 2(4):319-342
    • (1988) Mach Learn , vol.2 , Issue.4 , pp. 319-342
    • Angluin, D.1
  • 6
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman L (1996) Bagging predictors. Mach Learn 24(2):123-140
    • (1996) Mach Learn , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 8
    • 0032594951 scopus 로고    scopus 로고
    • Support vector machine for histogram based image classification
    • Chapelle O, Halffiner P, Vapnik VN (1999) Support vector machine for histogram based image classification. IEEE Trans Neutr Netw 10(5):1055-1064
    • (1999) IEEE Trans Neutr Netw , vol.10 , Issue.5 , pp. 1055-1064
    • Chapelle, O.1    Halffiner, P.2    Vapnik, V.N.3
  • 18
    • 85124125604 scopus 로고
    • Heterogeneous uncertainty sampling for supervised learning
    • Cohen WW, Hirsh H (eds), New Brunswick, US. Morgan Kaufmann Publishers, San Francisco, US
    • Lewis DD, Catlett J (1994) Heterogeneous uncertainty sampling for supervised learning. In: Cohen WW, Hirsh H (eds) Proceedings of 11th International Conference on Machine Learning, New Brunswick, US. Morgan Kaufmann Publishers, San Francisco, US, pp 148-156
    • (1994) Proceedings of 11th International Conference on Machine Learning , pp. 148-156
    • Lewis, D.D.1    Catlett, J.2
  • 19
    • 85013879626 scopus 로고
    • A sequential algorithm for training text classifiers
    • W. Bruce Croft and Cornelis J. van Rijsbergen (eds) Proceedings of SIGIR-94, Dublin, IE. Springer Verlag, Heidelberg, DE
    • Lewis DD, Gale WA (1994) A sequential algorithm for training text classifiers. In: W. Bruce Croft and Cornelis J. van Rijsbergen (eds) Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval, Dublin, IE. Springer Verlag, Heidelberg, DE, pp 3-12
    • (1994) 17th ACM International Conference on Research and Development in Information Retrieval , pp. 3-12
    • Lewis, D.D.1    Gale, W.A.2
  • 21
    • 0242698067 scopus 로고    scopus 로고
    • The learning-curve sampling method applied to model-based clustering
    • Meek C, Thiesson B, Heckerman D (2002) The learning-curve sampling method applied to model-based clustering. J Mach Learn Res 2(3):397-418
    • (2002) J Mach Learn Res , vol.2 , Issue.3 , pp. 397-418
    • Meek, C.1    Thiesson, B.2    Heckerman, D.3
  • 23
    • 33751584967 scopus 로고    scopus 로고
    • Empirical evaluation of mpeg-7 xm color descriptors in content-based retrieval of semantic image categories
    • Quebec, Canada
    • Ojala T, Aittola M, Matinmikko E (2002) Empirical evaluation of mpeg-7 xm color descriptors in content-based retrieval of semantic image categories. In: Proceedings of 16th International Conference on Pattern Recognition, Quebec, Canada, pp 1021-1024
    • (2002) Proceedings of 16th International Conference on Pattern Recognition , pp. 1021-1024
    • Ojala, T.1    Aittola, M.2    Matinmikko, E.3
  • 24
    • 0027560678 scopus 로고
    • Selecting concise training sets from clean data
    • Plutowski M, White H (1993) Selecting concise training sets from clean data. IEEE Trans Neur Netw 4(2):305-318
    • (1993) IEEE Trans Neur Netw , vol.4 , Issue.2 , pp. 305-318
    • Plutowski, M.1    White, H.2
  • 25
    • 0034440695 scopus 로고    scopus 로고
    • Automatically extracting high-lights for tv baseball programs
    • Rui Y, Gupta A, Acero A (2000) Automatically extracting high-lights for tv baseball programs. In: Proceedings of ACM Multimedia, pp 105-115
    • (2000) Proceedings of ACM Multimedia , pp. 105-115
    • Rui, Y.1    Gupta, A.2    Acero, A.3
  • 29
    • 0003007938 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • Langley P (ed), Stanford, US. Morgan Kaufmann Publishers, San Francisco, US
    • Tong S, Koller D (2000) Support vector machine active learning with applications to text classification. In: Langley P (ed) Proceedings of 17th International Conference on Machine Learning, Stanford, US. Morgan Kaufmann Publishers, San Francisco, US, pp 999-1006
    • (2000) Proceedings of 17th International Conference on Machine Learning , pp. 999-1006
    • Tong, S.1    Koller, D.2
  • 30
    • 0022026217 scopus 로고
    • Random sampling with a reservoir
    • Vitter JS (1985) Random sampling with a reservoir. ACM Trans Mathem Softw 11 (1):37-57
    • (1985) ACM Trans Mathem Softw , vol.11 , Issue.1 , pp. 37-57
    • Vitter, J.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.