메뉴 건너뛰기




Volumn 424, Issue , 2014, Pages 250-258

Time Series Forecasting with Volume Weighted Support Vector Machines

Author keywords

investment strategies backtesting; stock trading; Support Vector Machines; time series

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMMERCE; FINANCIAL DATA PROCESSING; FORECASTING; LEARNING ALGORITHMS; NETWORK ARCHITECTURE; TIME SERIES;

EID: 84903483292     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-319-06932-6_24     Document Type: Conference Paper
Times cited : (4)

References (12)
  • 1
    • 84884392049 scopus 로고    scopus 로고
    • Stock Trading with Random Forests, Trend Detection Tests and Force Index Volume Indicators
    • Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.), LNCS, Springer, Heidelberg
    • Ładyzyński, P., Zbikowski, K., Grzegorzewski, P.: Stock Trading with Random Forests, Trend Detection Tests and Force Index Volume Indicators. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2013, Part II. LNCS, vol. 7895, pp. 441-452. Springer, Heidelberg (2013)
    • (2013) ICAISC 2013, Part II , vol.7895 , pp. 441-452
    • Ładyzyński, P.1    Zbikowski, K.2    Grzegorzewski, P.3
  • 2
    • 28844436525 scopus 로고    scopus 로고
    • Discounted least squares-improved circular back-propogation neural networks with applications in time series prediction
    • Chen, S., Dai, Q.: Discounted least squares-improved circular back-propogation neural networks with applications in time series prediction. Neural Computing and Applications 14(3), 250-255 (2005), http://link.springer.com/10.1007/s00521-004-0461-9
    • (2005) Neural Computing and Applications , vol.14 , Issue.3 , pp. 250-255
    • Chen, S.1    Dai, Q.2
  • 3
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes, C., Vapnik, V.: Support-vector networks. Machine Learning 20(3), 273-297 (1995)
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 4
    • 56349157405 scopus 로고    scopus 로고
    • Evolving and clustering fuzzy decision tree for financial time series data forecasting
    • Lai, R.K., Fan, C.Y., Huang, W.H., Chang, P.C.: Evolving and clustering fuzzy decision tree for financial time series data forecasting. Expert Systems with Applications 36(2), 3761-3773 (2009), http://linkinghub.elsevier.com/retrieve/pii/S0957417408001474
    • (2009) Expert Systems With Applications , vol.36 , Issue.2 , pp. 3761-3773
    • Lai, R.K.1    Fan, C.Y.2    Huang, W.H.3    Chang, P.C.4
  • 5
    • 85015593648 scopus 로고    scopus 로고
    • Perspektywy zastosowań metod statystycznych w konstrukcji strategii działania na rynkach kapitałowych - wykorzystanie systemów hierarchicznych oraz regularyzacji
    • Momot, A., Momot, M.: Perspektywy zastosowań metod statystycznych w konstrukcji strategii działania na rynkach kapitałowych - wykorzystanie systemów hierarchicznych oraz regularyzacji. Studia Informatica 34(2A), 263-274 (2013)
    • (2013) Studia Informatica , vol.34 , Issue.2 A , pp. 263-274
    • Momot, A.1    Momot, M.2
  • 7
    • 0003120218 scopus 로고    scopus 로고
    • Fast Training of Support Vector Machines Using Sequential Minimal Optimization
    • MIT Press
    • Platt, J.C.: Fast Training of Support Vector Machines Using Sequential Minimal Optimization. In: Advances in Kernel Methods, pp. 185-208. MIT Press (1999)
    • (1999) Advances In Kernel Methods , pp. 185-208
    • Platt, J.C.1
  • 8
    • 0036825901 scopus 로고    scopus 로고
    • Modified support vector machines in financial time series forecasting
    • Tay, F.E.H., Cao, L.J.: Modified support vector machines in financial time series forecasting. Neurocomputing 48, 847-861 (2002)
    • (2002) Neurocomputing , vol.48 , pp. 847-861
    • Tay, F.E.H.1    Cao, L.J.2
  • 9
    • 0001023715 scopus 로고    scopus 로고
    • Application of support vector machines in financial time series forecasting
    • Tay, F.E.H., Cao, L.: Application of support vector machines in financial time series forecasting. Omega 29, 309-317 (2001)
    • (2001) Omega , vol.29 , pp. 309-317
    • Tay, F.E.H.1    Cao, L.2
  • 10
    • 0001024505 scopus 로고
    • On The Uniform Convergence of Relative Frequencies of Events to their Probabilities
    • Vapnik, V., Chervonenkis, A.J.: On The Uniform Convergence of Relative Frequencies of Events to their Probabilities. Theory of Probability and its Applications 16(2), 264-280 (1971)
    • (1971) Theory of Probability and Its Applications , vol.16 , Issue.2 , pp. 264-280
    • Vapnik, V.1    Chervonenkis, A.J.2
  • 11
    • 84870267223 scopus 로고
    • The generalization of "student's" problem when several different population variances are involved
    • Welch, B.L.: The generalization of "student's" problem when several different population variances are involved. Biometrika 34, 28-35 (1947)
    • (1947) Biometrika , vol.34 , pp. 28-35
    • Welch, B.L.1
  • 12
    • 84905505705 scopus 로고    scopus 로고
    • SVM Tutorial - Classification, Regression and Ranking
    • Rozenberg, G., Bäck, T., Kok, J.N. (eds.), Springer, Heidelberg
    • Yu, H., Kim, S.: SVM Tutorial - Classification, Regression and Ranking. In: Rozenberg, G., Bäck, T., Kok, J.N. (eds.) Handbook of Natural Computing, pp. 479-506. Springer, Heidelberg (2012), http://link.springer.com/10.1007/978-3-540-92910-9
    • (2012) Handbook of Natural Computing , pp. 479-506
    • Yu, H.1    Kim, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.