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Volumn 3686, Issue PART I, 2005, Pages 35-44

Effective probability forecasting for time series data using standard machine learning techniques

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS; NEURAL NETWORKS; PROBABILITY DISTRIBUTIONS; PROBLEM SOLVING; RELIABILITY THEORY; TIME SERIES ANALYSIS;

EID: 27244457973     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11551188_4     Document Type: Conference Paper
Times cited : (14)

References (16)
  • 1
    • 19544394588 scopus 로고    scopus 로고
    • Improving the reliability of decision tree and naive Bayes learners
    • IEEE
    • Lindsay, D., Cox, S.: Improving the Reliability of Decision Tree and Naive Bayes Learners. In: Proc. of the 4th ICDM, IEEE (2004) 459-462
    • (2004) Proc. of the 4th ICDM , pp. 459-462
    • Lindsay, D.1    Cox, S.2
  • 2
    • 0242456763 scopus 로고    scopus 로고
    • Transforming classifier scores into accurate multiclass probability estimates
    • ACM Press
    • Zadrozny, B., Elkan, C.: Transforming Classifier Scores into Accurate Multiclass Probability Estimates. In: Proc. of the 8th ACM SIGKDD, ACM Press (2002) 694-699
    • (2002) Proc. of the 8th ACM SIGKDD , pp. 694-699
    • Zadrozny, B.1    Elkan, C.2
  • 3
    • 0001740042 scopus 로고
    • Calibration-based empirical probability (with discussion)
    • Dawid, A.P.: Calibration-based empirical probability (with discussion). Annals of Statistics 13 (1985) 1251-1285
    • (1985) Annals of Statistics , vol.13 , pp. 1251-1285
    • Dawid, A.P.1
  • 4
    • 0000918735 scopus 로고
    • A new vector partition of the probability score
    • Murphy, A.H.: A New Vector Partition of the Probability Score. Journal of Applied Meteorology 12 (1973) 595-600
    • (1973) Journal of Applied Meteorology , vol.12 , pp. 595-600
    • Murphy, A.H.1
  • 6
    • 85101511266 scopus 로고    scopus 로고
    • Analysis and visualisation of classifier performance: Comparision under imprecise class and cost distributions
    • AAAI Press
    • Provost, F., Fawcett, T.: Analysis and Visualisation of Classifier Performance: Comparision Under Imprecise Class and Cost Distributions. In: Proc. of the 3rd ICKDD, AAAI Press (1997) 43-48
    • (1997) Proc. of the 3rd ICKDD , pp. 43-48
    • Provost, F.1    Fawcett, T.2
  • 11
    • 0242709395 scopus 로고    scopus 로고
    • On the need for time series data mining benchmarks: A survey and empirical demonstration
    • ACM Press
    • Keogh, E., Kasetty, S.: On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration. In: Proc. of the 8th ACM SIGKDD, ACM Press (2002) 102-111
    • (2002) Proc. of the 8th ACM SIGKDD , pp. 102-111
    • Keogh, E.1    Kasetty, S.2
  • 15
    • 77952414056 scopus 로고    scopus 로고
    • Indexing multi-dimensional time-series with support for multiple distance measures
    • ACM Press
    • Vlachos, M., Hadjieleftheriou, M., Gunopulos, D., Keogh, E.: Indexing Multi-Dimensional Time-Series with Support for Multiple Distance Measures. In: Proc. of the 9th ACM SIGKDD, ACM Press (2003) 216-225
    • (2003) Proc. of the 9th ACM SIGKDD , pp. 216-225
    • Vlachos, M.1    Hadjieleftheriou, M.2    Gunopulos, D.3    Keogh, E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.