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Volumn 2364, Issue , 2002, Pages 1-15

Multiclassifier systems: Back to the future

Author keywords

[No Author keywords available]

Indexed keywords

PATTERN RECOGNITION;

EID: 84925487039     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45428-4_1     Document Type: Conference Paper
Times cited : (103)

References (49)
  • 2
    • 84947580557 scopus 로고
    • Learning Machines: Foundations of Trainable Pattern-Classifying Systems. McGraw Hill
    • Nilsson, N.J.: Learning Machines: Foundations of Trainable Pattern-Classifying Systems. McGraw Hill, NY (1965)
    • (1965) NY
    • Nilsson, N.J.1
  • 3
  • 4
    • 0026170884 scopus 로고
    • Logical versus analogical or symbolic versus connectionist or neat versus scruffy
    • Minsky, M.: Logical versus analogical or symbolic versus connectionist or neat versus scruffy. AI Magazine 12(1991) 34–51
    • (1991) AI Magazine , vol.12 , pp. 34-51
    • Minsky, M.1
  • 5
    • 84984516669 scopus 로고
    • Combining forecasts–twenty years later
    • Granger, C.W.J.: Combining forecasts–twenty years later. Journal of Forecasting 8(1989) 167–173
    • (1989) Journal of Forecasting , vol.8 , pp. 167-173
    • Granger, C.W.J.1
  • 6
    • 0001538462 scopus 로고
    • Group consensus probability distributions: A critical survey
    • Bernardo et al., J.M., ed, New York
    • French, S.: Group consensus probability distributions: A critical survey. In Bernardo et al., J.M., ed.: Bayesian Statistics 2. North Holland, New York (1985)
    • (1985) Bayesian Statistics 2. North Holland
    • French, S.1
  • 7
    • 0026892150 scopus 로고
    • Consensus theoretic classification methods. IEEE Transactions on Systems
    • Benediktsson, J.A., Swain, P.H.: Consensus theoretic classification methods. IEEE Transactions on Systems, Man, and Cybernetics 22(1992) 688–704
    • (1992) Man, and Cybernetics , vol.22 , pp. 688-704
    • Benediktsson, J.A.1    Swain, P.H.2
  • 8
    • 0024737615 scopus 로고
    • Multisensor integration and fusion in intelligent systems. IEEE Transactions on Systems
    • Luo, R.C., Kay, M.G.: Multisensor integration and fusion in intelligent systems. IEEE Transactions on Systems, Man, and Cybernetics 19(1989) 901–931
    • (1989) Man, and Cybernetics , vol.19 , pp. 901-931
    • Luo, R.C.1    Kay, M.G.2
  • 11
    • 0026939766 scopus 로고
    • A neural network based hybrid system for detection, characterization and classification of short-duration oceanic signals
    • Ghosh, J., Deuser, L., Beck, S.: A neural network based hybrid system for detection, characterization and classification of short-duration oceanic signals. IEEE Jl. Of Ocean Engineering 17(1992) 351–363
    • (1992) IEEE Jl. Of Ocean Engineering , vol.17 , pp. 351-363
    • Ghosh, J.1    Deuser, L.2    Beck, S.3
  • 12
    • 0030372023 scopus 로고    scopus 로고
    • On combining artificial neural networks
    • Sharkey, A.: On combining artificial neural networks. Connection Science 8(1996) 299–314
    • (1996) Connection Science , vol.8 , pp. 299-314
    • Sharkey, A.1
  • 16
    • 85054435084 scopus 로고
    • Neural network ensembles, cross validation and active learning
    • In G. Tesauro, D.T., Leen, T., eds
    • Krogh, A., Vedelsby, J.: Neural network ensembles, cross validation and active learning. In G. Tesauro, D.T., Leen, T., eds.: Advances in Neural Information Processing Systems-7. (1995) 231–238
    • (1995) Advances in Neural Information Processing Systems-7 , pp. 231-238
    • Krogh, A.1    Vedelsby, J.2
  • 18
    • 0030085913 scopus 로고    scopus 로고
    • Analysis of decision boundaries in linearly combined neural classifiers
    • Tumer, K., Ghosh, J.: Analysis of decision boundaries in linearly combined neural classifiers. Pattern Recognition 29(1996) 341–348
    • (1996) Pattern Recognition , vol.29 , pp. 341-348
    • Tumer, K.1    Ghosh, J.2
  • 19
    • 0030365938 scopus 로고    scopus 로고
    • Ensemble correlation and error reduction in ensemble classifiers
    • Tumer, K., Ghosh, J.: Ensemble correlation and error reduction in ensemble classifiers. Connection Science 8(1996) 385–404
    • (1996) Connection Science , vol.8 , pp. 385-404
    • Tumer, K.1    Ghosh, J.2
  • 20
    • 80053403826 scopus 로고    scopus 로고
    • Ensemble methods in machine learning
    • In Kittler, J., Roli, F., eds., LNCS, Springer
    • Dietterich, T.G.: Ensemble methods in machine learning. In Kittler, J., Roli, F., eds.: Multiple Classifier Systems. LNCS Vol. 1857, Springer (2001) 1–15
    • (2001) Multiple Classifier Systems , vol.1857 , pp. 1-15
    • Dietterich, T.G.1
  • 22
    • 0026993851 scopus 로고
    • Evidence combination techniques for robust classification of short-duration oceanic signals
    • SPIE Proc
    • Ghosh, J., Beck, S., Chu, C.: Evidence combination techniques for robust classification of short-duration oceanic signals. In: SPIE Conf. on Adaptive and Learning Systems, SPIE Proc. Vol. 1706. (1992) 266–276
    • (1992) SPIE Conf. On Adaptive and Learning Systems , vol.1706 , pp. 266-276
    • Ghosh, J.1    Beck, S.2    Chu, C.3
  • 23
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their applications to handwriting recognition. IEEE Transactions on Systems
    • Xu, L., Krzyzak, A., Suen, C.Y.: Methods of combining multiple classifiers and their applications to handwriting recognition. IEEE Transactions on Systems, Man and Cybernetics 22(1992) 418–435
    • (1992) Man and Cybernetics , vol.22 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.Y.3
  • 26
    • 0000262562 scopus 로고
    • Hierarchical mixture of experts and the EM algorithm
    • Jordan, M., Jacobs, R.: Hierarchical mixture of experts and the EM algorithm. Neural Computation 6(1994) 181–214
    • (1994) Neural Computation , vol.6 , pp. 181-214
    • Jordan, M.1    Jacobs, R.2
  • 28
    • 0032786303 scopus 로고    scopus 로고
    • Structurally adaptive modular networks for nonstationary environments
    • Ramamurti, V., Ghosh, J.: Structurally adaptive modular networks for nonstationary environments. IEEE Transactions on Neural Networks 10(1999) 152–60
    • (1999) IEEE Transactions on Neural Networks , vol.10 , pp. 152-160
    • Ramamurti, V.1    Ghosh, J.2
  • 31
    • 0001298415 scopus 로고
    • On the use of ordered sets in problems of comparison and consensus of classifications
    • Barthelemy, J.P., Laclerc, B., Monjardet, B.: On the use of ordered sets in problems of comparison and consensus of classifications. Jl. of Classification 3(1986) 225–256
    • (1986) Jl. Of Classification , vol.3 , pp. 225-256
    • Barthelemy, J.P.1    Laclerc, B.2    Monjardet, B.3
  • 32
    • 0000064923 scopus 로고
    • Clustering and isolation in the consensus problem for partitions
    • Neumann, D.A., Norton, V.T.: Clustering and isolation in the consensus problem for partitions. Journal of Classification 3(1986) 281–298
    • (1986) Journal of Classification , vol.3 , pp. 281-298
    • Neumann, D.A.1    Norton, V.T.2
  • 34
    • 84949523513 scopus 로고    scopus 로고
    • Collective, hierarchical clustering from distributed, heterogeneous data
    • In Zaki, M., Ho, C., eds., of LNCS., Springer-Verlag
    • Johnson, E., Kargupta, H.: Collective, hierarchical clustering from distributed, heterogeneous data. In Zaki, M., Ho, C., eds.: Large-Scale Parallel KDD Systems. Volume 1759 of LNCS., Springer-Verlag (1999) 221–244
    • (1999) Large-Scale Parallel KDD Systems , vol.1759 , pp. 221-244
    • Johnson, E.1    Kargupta, H.2
  • 35
    • 33845229615 scopus 로고    scopus 로고
    • Data clustering using evidence accumulation
    • to appear
    • Fred, A.L.N., Jain, A.K.: Data clustering using evidence accumulation. In: Proc. ICPR. (2002) to appear
    • (2002) Proc. ICPR
    • Fred, A.1    Jain, A.K.2
  • 36
    • 0033220769 scopus 로고    scopus 로고
    • Effective supra-classifiers for knowledge base construction
    • Bollacker, K.D., Ghosh, J.: Effective supra-classifiers for knowledge base construction. Pattern Recognition Letters 20(11-13)(1999) 1347–52
    • (1999) Pattern Recognition Letters , vol.20 , Issue.11-13 , pp. 1347-1352
    • Bollacker, K.D.1    Ghosh, J.2
  • 38
    • 0036931833 scopus 로고    scopus 로고
    • Cluster ensembles – a knowledge reuse framework for combining partitionings
    • Edmonton, Canada, AAAI, in press
    • Strehl, A., Ghosh, J.: Cluster ensembles – a knowledge reuse framework for combining partitionings. In: Proceedings of AAAI 2002, Edmonton, Canada, AAAI (2002) in press.
    • (2002) Proceedings of AAAI 2002
    • Strehl, A.1    Ghosh, J.2
  • 43
    • 84898942883 scopus 로고    scopus 로고
    • Classification by pairwise coupling
    • Jordan, M.I., Kearns, M.J., Solla, S.A., eds.:, The MIT Press
    • Hastie, T., Tibshirani, R.: Classification by pairwise coupling. In Jordan, M.I., Kearns, M.J., Solla, S.A., eds.: Advances in Neural Information Processing Systems. Volume 10., The MIT Press (1998)
    • (1998) Advances in Neural Information Processing Systems , vol.10
    • Hastie, T.1    Tibshirani, R.2
  • 44
    • 0033324851 scopus 로고    scopus 로고
    • A versatile framework for labelling imagery with a large number of classes
    • Kumar, S., Crawford, M.M., Ghosh, J.: A versatile framework for labelling imagery with a large number of classes. In: Proc. IJCNN. (1999)
    • (1999) Proc. IJCNN
    • Kumar, S.1    Crawford, M.M.2    Ghosh, J.3
  • 45
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via errorcorrecting output codes
    • Dietterich, T.G., Bakiri, G.: Solving multiclass learning problems via errorcorrecting output codes. Jl. of Artificial Intelligence Research 2(1995) 263–286
    • (1995) Jl. Of Artificial Intelligence Research , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 47
    • 0000776545 scopus 로고    scopus 로고
    • Scalable feature selection, classication and signature generation for organizing large text databases into hierarchical topic taxonomies
    • Chakrabarti, S., Dom, B., Agrawal, R., Raghavan, P.: Scalable feature selection, classication and signature generation for organizing large text databases into hierarchical topic taxonomies. VLDB Journal 7(1998) 163–178
    • (1998) VLDB Journal , vol.7 , pp. 163-178
    • Chakrabarti, S.1    Dom, B.2    Agrawal, R.3    Raghavan, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.