메뉴 건너뛰기




Volumn 6594 LNCS, Issue PART 2, 2011, Pages 332-341

Incorporating a priori knowledge from detractor points into support vector classification

Author keywords

a priori knowledge; Support Vector Machines

Indexed keywords

BELONG TO; DATA SETS; GENERALIZATION PERFORMANCE; NEW APPLICATIONS; PRIORI KNOWLEDGE; PUBLIC DOMAINS; REDUCED MODEL; STOCK PRICE; SUPPORT VECTOR; SUPPORT VECTOR CLASSIFICATION; TRAINING SAMPLE;

EID: 79955081069     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-20267-4_35     Document Type: Conference Paper
Times cited : (6)

References (17)
  • 2
    • 9444280785 scopus 로고    scopus 로고
    • Knowledge-based nonlinear kernel classifiers
    • Schölkopf, B., Warmuth, M.K. (eds.) COLT/Kernel 2003. Springer, Heidelberg
    • Fung, G.M., Mangasarian, O.L., Shavlik, J.: Knowledge-based nonlinear kernel classifiers. In: Schölkopf, B., Warmuth, M.K. (eds.) COLT/Kernel 2003. LNCS (LNAI), vol. 2777, pp. 102-113. Springer, Heidelberg (2003)
    • (2003) LNCS (LNAI) , vol.2777 , pp. 102-113
    • Fung, G.M.1    Mangasarian, O.L.2    Shavlik, J.3
  • 3
    • 84898931371 scopus 로고    scopus 로고
    • Knowledge-based support vector machine classifiers
    • Becker, S., Thrun, S., Obermayer, K. (eds.) MIT Press, Cambridge
    • Fung, G.M., Mangasarian, O.L., Shavlik, J.W.: Knowledge-based support vector machine classifiers. In: Becker, S., Thrun, S., Obermayer, K. (eds.) Advances in Neural Information Processing Systems, vol. 15, pp. 521-528. MIT Press, Cambridge (2003)
    • (2003) Advances in Neural Information Processing Systems , vol.15 , pp. 521-528
    • Fung, G.M.1    Mangasarian, O.L.2    Shavlik, J.W.3
  • 5
    • 0001938951 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • Morgan Kaufmann Publishers Inc., San Francisco
    • Joachims, T.: Transductive inference for text classification using support vector machines. In: ICML 1999: Proceedings of the Sixteenth International Conference on Machine Learning, pp. 200-209. Morgan Kaufmann Publishers Inc., San Francisco (1999)
    • (1999) ICML 1999: Proceedings of the Sixteenth International Conference on Machine Learning , pp. 200-209
    • Joachims, T.1
  • 6
    • 57749189315 scopus 로고    scopus 로고
    • Reducing svr support vectors by using backward deletion
    • Lovrek, I., Howlett, R.J., Jain, L.C. (eds.) KES 2008, Part III. Springer, Heidelberg
    • Karasuyama, M., Takeuchi, I., Nakano, R.: Reducing svr support vectors by using backward deletion. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds.) KES 2008, Part III. LNCS (LNAI), vol. 5179, pp. 76-83. Springer, Heidelberg (2008)
    • (2008) LNCS (LNAI) , vol.5179 , pp. 76-83
    • Karasuyama, M.1    Takeuchi, I.2    Nakano, R.3
  • 7
    • 40649086418 scopus 로고    scopus 로고
    • Incorporating prior knowledge in support vector machines for classification: A review
    • Lauer, F., Bloch, G.: Incorporating prior knowledge in support vector machines for classification: A review. Neurocomput. 71(7-9), 1578-1594 (2008)
    • (2008) Neurocomput. , vol.71 , Issue.7-9 , pp. 1578-1594
    • Lauer, F.1    Bloch, G.2
  • 9
    • 79955077793 scopus 로고    scopus 로고
    • Libsvm data sets, http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/
    • Libsvm Data Sets
  • 12
    • 79955089632 scopus 로고    scopus 로고
    • Support vector machines: Sequential multidimensional subsolver (sms)
    • Dabrowski (professor), A. (ed.) IEEE - The Institute of Electrical and Electronics Engineers Inc. Region 8 - Europe, Middle East and Africa. Chapter Circuits and Systems. Poland Section. Poznan University of Technology. Faculty of Computing Science and Management. Division of Signal Processing and Electronic Systems, September
    • Orchel, M.: Support vector machines: Sequential multidimensional subsolver (sms). In: Dabrowski (professor), A. (ed.) Signal Processing: Algorithms, Architectures, Arrangements, and Applications SPA 2007. IEEE - The Institute of Electrical and Electronics Engineers Inc. Region 8 - Europe, Middle East and Africa. Chapter Circuits and Systems. Poland Section. Poznan University of Technology. Faculty of Computing Science and Management. Division of Signal Processing and Electronic Systems, pp. 135-140 (September 2007)
    • (2007) Signal Processing: Algorithms, Architectures, Arrangements, and Applications SPA 2007 , pp. 135-140
    • Orchel, M.1
  • 16
    • 8444248846 scopus 로고    scopus 로고
    • Weighted-support vector machines for predicting membrane protein types based on pseudo amino acid composition
    • Wang, M., Yang, J., Liu, G.P., Xu, Z.J., Chou, K.C.: Weighted-support vector machines for predicting membrane protein types based on pseudo amino acid composition. Protein Engineering, Design & Selection 17(6), 509-516 (2004)
    • (2004) Protein Engineering, Design & Selection , vol.17 , Issue.6 , pp. 509-516
    • Wang, M.1    Yang, J.2    Liu, G.P.3    Xu, Z.J.4    Chou, K.C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.