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Volumn , Issue , 2012, Pages 29-49

Estimating reliability for assessing and correcting individual streaming predictions

Author keywords

[No Author keywords available]

Indexed keywords

ERRORS; KALMAN FILTERS; NEAREST NEIGHBOR SEARCH; REGRESSION ANALYSIS; RELIABILITY;

EID: 84908494183     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-1-4614-1903-7     Document Type: Chapter
Times cited : (4)

References (27)
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    • Bosni, C, Z.1    Kononenko, I.2
  • 3
    • 54249164497 scopus 로고    scopus 로고
    • Estimation of individual prediction reliability using the local sensitivity analysis
    • Bosni, c, Z., Kononenko, I.: Estimation of individual prediction reliability using the local sensitivity analysis. Applied Intelligence 29(3), 187-203 (2008)
    • (2008) Applied Intelligence , vol.29 , Issue.3 , pp. 187-203
    • Bosni, C, Z.1    Kononenko, I.2
  • 4
    • 62449194481 scopus 로고    scopus 로고
    • An overview of advances in reliability estimation of individual predictions in machine learning
    • Bosni, c, Z., Kononenko, I.: An overview of advances in reliability estimation of individual predictions in machine learning. Intelligent Data Analysis 13(2) (2009)
    • (2009) Intelligent Data Analysis , vol.13 , Issue.2
    • Bosni, C, Z.1    Kononenko, I.2
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    • Bagging predictors
    • Breiman, L.: Bagging predictors. Machine Learning 24, 123-140 (1996)
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    • Breiman, L.1
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    • 0031197005 scopus 로고    scopus 로고
    • Understanding time-series networks: A case study in rule extraction
    • Craven, M., Shavlik, J.W.: Understanding time-series networks: a case study in rule extraction. International Journal of Neural Systems 8(4), 373-384 (1997)
    • (1997) International Journal of Neural Systems , vol.8 , Issue.4 , pp. 373-384
    • Craven, M.1    Shavlik, J.W.2
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    • Clustering distributed sensor data streams using local processing and reduced communication
    • Gama, J., Rodrigues, P.P., Lopes, L.: Clustering distributed sensor data streams using local processing and reduced communication. Intelligent Data Analysis 15(1), 3-28 (2011)
    • (2011) Intelligent Data Analysis , vol.15 , Issue.1 , pp. 3-28
    • Gama, J.1    Rodrigues, P.P.2    Lopes, L.3
  • 18
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    • A new measure of rank correlation
    • Kendall, M.: A new measure of rank correlation. Biometrika 30, 81-89 (1938)
    • (1938) Biometrika , vol.30 , pp. 81-89
    • Kendall, M.1
  • 21
    • 0003841913 scopus 로고
    • The population biology of abalone (Haliotis species) in tasmania. I. Blacklip abalone (h. rubra) from the north coast and islands of bass strait
    • Sea Fisheries Division
    • Nash, W.J., Sellers, T.L., Talbot, S.R., Cawthorn, A.J., Ford, W.B.: The population biology of abalone (haliotis species) in tasmania. i. blacklip abalone (h. rubra) from the north coast and islands of bass strait. Tech. Rep. 48, Sea Fisheries Division (1994)
    • (1994) Tech. Rep , vol.48
    • Nash, W.J.1    Sellers, T.L.2    Talbot, S.R.3    Cawthorn, A.J.4    Ford, W.B.5
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    • Rodrigues, P.P., Gama, J.: A system for analysis and prediction of electricity load streams. Intelligent Data Analysis 13(3), 477-496 (2009)
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    • Rodrigues, P.P.1    Gama, J.2
  • 24
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    • Online reliability estimates for individual predictions in data streams
    • IEEE
    • Rodrigues, P.P., Gama, J., Bosni, c, Z.: Online reliability estimates for individual predictions in data streams. In: ICDM Workshops, pp. 36-45. IEEE (2008)
    • (2008) ICDM Workshops , pp. 36-45
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.