메뉴 건너뛰기




Volumn 10 SIST, Issue , 2011, Pages 885-895

Multiple-Instance Learning via Decision-Based Neural Networks

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ACCURACY; DATA SETS; MULTIPLE INSTANCES; MULTIPLE-INSTANCE LEARNING; TRAINING SETS;

EID: 84866335509     PISSN: 21903018     EISSN: 21903026     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-642-22194-1_87     Document Type: Conference Paper
Times cited : (5)

References (20)
  • 1
    • 73849126715 scopus 로고    scopus 로고
    • Human action recognition in videos using kinematic features and multiple instance learning
    • Ali, S., Shah, M.: Human action recognition in videos using kinematic features and multiple instance learning. IEEE Transactions on Pattern Analysis and Machine Intelligence 32, 288-303 (2010)
    • (2010) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.32 , pp. 288-303
    • Ali, S.1    Shah, M.2
  • 4
    • 0030649484 scopus 로고    scopus 로고
    • Solving the multiple-instance problem with axis-parallel rectangles
    • Dietterich, T.G., Lathrop, R.H., Lozano-Perez, T: Solving the multiple-instance problem with axis-parallel rectangles. Artificial Intelligence 89(1-2), 31-71 (1997)
    • (1997) Artificial Intelligence , vol.89 , Issue.1-2 , pp. 31-71
    • Dietterich, T.G.1    Lathrop, R.H.2    Lozano-Perez, T.3
  • 5
    • 57849153624 scopus 로고    scopus 로고
    • Multi-layer multi-instance learning for video concept detection
    • Gu, Z., Mei, T, Hua, X.S., Tang, J., Wu, X.: Multi-layer multi-instance learning for video concept detection. IEEE Transactions on Multimedia 10(8), 1605-1616 (2008)
    • (2008) IEEE Transactions on Multimedia , vol.10 , Issue.8 , pp. 1605-1616
    • Gu, Z.1    Mei, T.2    Hua, X.S.3    Tang, J.4    Wu, X.5
  • 6
    • 0029182227 scopus 로고
    • Decision-based hierarchical neural networks with signal/image classification applications
    • Kung, S., Taur, J.: Decision-based hierarchical neural networks with signal/image classification applications. IEEE Transactions on Neural Networks 6(1), 170-181 (1995)
    • (1995) IEEE Transactions on Neural Networks , vol.6 , Issue.1 , pp. 170-181
    • Kung, S.1    Taur, J.2
  • 14
    • 0141596676 scopus 로고    scopus 로고
    • Solving the multiple-instance problem: A lazy learning approach
    • Morgan Kaufmann, San Francisco
    • Wang, J.: Solving the multiple-instance problem: A lazy learning approach. In: Proc. 17th International Conf. on Machine Learning, pp. 1119-1125. Morgan Kaufmann, San Francisco (2000)
    • (2000) Proc. 17th International Conf. on Machine Learning , pp. 1119-1125
    • Wang, J.1
  • 15
    • 77957910163 scopus 로고    scopus 로고
    • Multiple instance learning with multiple objective genetic programming for web mining
    • Zafra, A., Gibaja, E.L., Ventura, S.: Multiple instance learning with multiple objective genetic programming for web mining. Appl. Soft Comput. 11, 93-102 (2011)
    • (2011) Appl. Soft Comput. , vol.11 , pp. 93-102
    • Zafra, A.1    Gibaja, E.L.2    Ventura, S.3
  • 16
    • 1642357513 scopus 로고    scopus 로고
    • Improve multi-instance neural networks through feature selection
    • ling Zhang, M., hua Zhou, Z.: Improve multi-instance neural networks through feature selection. In: Neural Processing Letters, pp. 1-10 (2004)
    • (2004) Neural Processing Letters , pp. 1-10
    • Ling Zhang, M.1    Hua Zhou, Z.2
  • 17
    • 0012349465 scopus 로고    scopus 로고
    • Em-dd: An improved multiple-instance learning technique
    • MIT Press, Cambridge
    • Zhang, Q., Goldman, S.A.: Em-dd: An improved multiple-instance learning technique. In: Advances in Neural Information Processing Systems, pp. 1073-1080. MIT Press, Cambridge (2001)
    • (2001) Advances in Neural Information Processing Systems , pp. 1073-1080
    • Zhang, Q.1    Goldman, S.A.2
  • 19
    • 33745609124 scopus 로고    scopus 로고
    • Multi-instance learning: A survey
    • Department of Computer Science and Technology, Nanjing University, Nanjing, China
    • Zhou, Z.H.: Multi-instance learning: A survey. Tech. rep., Al Lab, Department of Computer Science and Technology, Nanjing University, Nanjing, China (2004)
    • (2004) Tech. Rep., Al Lab
    • Zhou, Z.H.1
  • 20
    • 1642337173 scopus 로고    scopus 로고
    • Neural networks for multi-instance learning
    • Department of Computer Science and Technology, Nanjing University, Nanjing, China
    • Zhou, Z.H., Zhang, M.L.: Neural networks for multi-instance learning. Tech. rep., Al Lab, Department of Computer Science and Technology, Nanjing University, Nanjing, China (2002)
    • (2002) Tech. Rep., Al Lab
    • Zhou, Z.H.1    Zhang, M.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.