메뉴 건너뛰기




Volumn 6218 LNCS, Issue , 2010, Pages 129-138

Dissimilarity-based multiple instance learning

Author keywords

bag dissimilarity measure; dissimilarity representation; multiple instance learning

Indexed keywords

CLASSIFICATION ACCURACY; DATA SETS; DISSIMILARITY MEASURES; DISSIMILARITY REPRESENTATION; DISTANCE MEASURE; EARTH MOVERS DISTANCE; GENERAL PURPOSE; KERNEL BASED APPROACH; MULTIPLE INSTANCE LEARNING; POINT SET; PROXIMITY MEASURE; SET-POINT; SUPERVISED CLASSIFIERS; SUPERVISED LEARNING PROBLEMS;

EID: 77958481899     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-14980-1_12     Document Type: Conference Paper
Times cited : (12)

References (15)
  • 1
    • 0030649484 scopus 로고    scopus 로고
    • Solving the multiple instance problem with axis-parallel rectangles
    • Dietterich, T. G., Lathrop, R. H., Lozano-Pérez, T.: Solving the multiple instance problem with axis-parallel rectangles. Artif. Intell. 89 (1-2), 31-71 (1997)
    • (1997) Artif. Intell , vol.89 , Issue.1-2 , pp. 31-71
    • Dietterich, T.G.1    Lathrop, R.H.2    Lozano-Pérez, T.3
  • 2
    • 0002858869 scopus 로고    scopus 로고
    • A framework for multiple-instance learning
    • Jordan, M. I., Kearns, M. J., Solla, S. A. eds., The MIT Press, Cambridge
    • Maron, O., Lozano-Pérez, T.: A framework for multiple-instance learning. In: Jordan, M. I., Kearns, M. J., Solla, S. A. (eds.) NIPS. The MIT Press, Cambridge (1997)
    • (1997) NIPS
    • Maron, O.1    Lozano-Pérez, T.2
  • 3
    • 21244451509 scopus 로고    scopus 로고
    • Multiple instance learning using simple classifiers
    • Cannon, A., Hush, D.: Multiple instance learning using simple classifiers. In: ICMLA, pp. 123-128 (2004)
    • (2004) ICMLA , pp. 123-128
    • Cannon, A.1    Hush, D.2
  • 4
    • 85141266799 scopus 로고    scopus 로고
    • Support vector machines for multiple-instance learning
    • Becker, S., Thrun, S., Obermayer, K. eds., MIT Press, Cambridge
    • Andrews, S., Tsochantaridis, I., Hofmann, T.: Support vector machines for multiple-instance learning. In: Becker, S., Thrun, S., Obermayer, K. (eds.) NIPS, pp. 561-568. MIT Press, Cambridge (2002)
    • (2002) NIPS , pp. 561-568
    • Andrews, S.1    Tsochantaridis, I.2    Hofmann, T.3
  • 5
    • 4444252785 scopus 로고    scopus 로고
    • Multi-instance kernels
    • Sammut, C., Hoffmann, A. G. eds., Morgan Kaufmann, San Francisco
    • Gärtner, T., Flach, P. A., Kowalczyk, A., Smola, A. J.: Multi-instance kernels. In: Sammut, C., Hoffmann, A. G. (eds.) ICML, pp. 179-186. Morgan Kaufmann, San Francisco (2002)
    • (2002) ICML , pp. 179-186
    • Gärtner, T.1    Flach, P.A.2    Kowalczyk, A.3    Smola, A.J.4
  • 7
    • 70049095160 scopus 로고    scopus 로고
    • Multi-instance learning by treating instances as non-i.i.d. samples
    • Danyluk, A. P., Bottou, L., Littman, M. L. eds., ACM, New York
    • Zhou, Z. H., Sun, Y. Y., Li, Y. F.: Multi-instance learning by treating instances as non-i.i.d. samples. In: Danyluk, A. P., Bottou, L., Littman, M. L. (eds.) ICML. ACM International Conference Proceeding Series, vol. 382, pp. 1249-1256. ACM, New York (2009)
    • (2009) ICML. ACM International Conference Proceeding Series , vol.382 , pp. 1249-1256
    • Zhou, Z.H.1    Sun, Y.Y.2    Li, Y.F.3
  • 8
    • 33947180489 scopus 로고    scopus 로고
    • MILES: Multiple-instance learning via embedded instance selection
    • Chen, Y., Bi, J., Wang, J. Z.: MILES: Multiple-instance learning via embedded instance selection. IEEE Trans. Pattern Anal. Machine Intell. 28(12), 1931-1947 (2006)
    • (2006) IEEE Trans. Pattern Anal. Machine Intell , vol.28 , Issue.12 , pp. 1931-1947
    • Chen, Y.1    Bi, J.2    Wang, J.Z.3
  • 9
    • 0036604999 scopus 로고    scopus 로고
    • Dissimilarity representations allow for building good classifiers
    • Pekalska, E., Duin, R. P. W.: Dissimilarity representations allow for building good classifiers. Pattern Recog. Lett. 23(8), 943-956 (2002)
    • (2002) Pattern Recog. Lett. , vol.23 , Issue.8 , pp. 943-956
    • Pekalska, E.1    Duin, R.P.W.2
  • 10
    • 0141596676 scopus 로고    scopus 로고
    • Solving the multiple-instance problem: A lazy learning approach
    • Langley, P. ed., Morgan Kaufmann, San Francisco
    • Wang, J., Zucker, J. D.: Solving the multiple-instance problem: A lazy learning approach. In: Langley, P. (ed.) ICML, pp. 1119-1126. Morgan Kaufmann, San Francisco (2000)
    • (2000) ICML , pp. 1119-1126
    • Wang, J.1    Zucker, J.D.2
  • 15
    • 27744546228 scopus 로고    scopus 로고
    • Prototype selection for dissimilarity-based classifiers
    • Pekalska, E., Duin, R. P. W., Paclík, P.: Prototype selection for dissimilarity-based classifiers. Pattern Recognition 39(2), 189-208 (2006)
    • (2006) Pattern Recognition , vol.39 , Issue.2 , pp. 189-208
    • Pekalska, E.1    Duin, R.P.W.2    Paclík, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.