메뉴 건너뛰기




Volumn , Issue , 2008, Pages 64-69

Normalized nonconformity measures for regression conformal prediction

Author keywords

Conformal prediction; Machine learning; Nearest neighbours; Nonconformity measure.; Regression

Indexed keywords

CONFORMAL PREDICTION; MACHINE LEARNING; NEAREST NEIGHBOURS; NONCONFORMITY MEASURE.; REGRESSION;

EID: 62849124322     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (45)

References (14)
  • 3
    • 33947281129 scopus 로고    scopus 로고
    • Hedging predictions in machine learning: The second computer journal lecture
    • A. Gammerman and V. Vovk. Hedging predictions in machine learning: The second computer journal lecture. The Computer Journal, 50(2):151-163, 2007.
    • (2007) The Computer Journal , vol.50 , Issue.2 , pp. 151-163
    • Gammerman, A.1    Vovk, V.2
  • 4
    • 84948132465 scopus 로고    scopus 로고
    • Comparing the Bayes and Typicalness frameworks
    • Proceedings of the 12th European Conference on Machine Learning ECML'01, of, Springer
    • T. Melluish, C. Saunders, I. Nouretdinov, and V. Vovk. Comparing the Bayes and Typicalness frameworks. In Proceedings of the 12th European Conference on Machine Learning (ECML'01), volume 2167 of Lecture Notes in Computer Science, pages 360-371. Springer, 2001.
    • (2001) Lecture Notes in Computer Science , vol.2167 , pp. 360-371
    • Melluish, T.1    Saunders, C.2    Nouretdinov, I.3    Vovk, V.4
  • 6
    • 84943267230 scopus 로고    scopus 로고
    • Pattern recognition and density estimation under the general i.i.d. assumption
    • Proceedings of the 14th Annual Conference on Computational Learning Theory (COLT'01) and 5th European Conference on Computational Learning Theory EuroCOLT'01, of, Springer
    • I. Nouretdinov, V. Vovk, M. V. Vyugin, and A. Gammerman. Pattern recognition and density estimation under the general i.i.d. assumption. In Proceedings of the 14th Annual Conference on Computational Learning Theory (COLT'01) and 5th European Conference on Computational Learning Theory (EuroCOLT'01), volume 2111 of Lecture Notes in Computer Science, pages 337-353. Springer, 2001.
    • (2001) Lecture Notes in Computer Science , vol.2111 , pp. 337-353
    • Nouretdinov, I.1    Vovk, V.2    Vyugin, M.V.3    Gammerman, A.4
  • 7
    • 84902237449 scopus 로고    scopus 로고
    • Inductive confidence machines for regression
    • Proceedings of the 13th European Conference on Machine Learning ECML'02, of, Springer
    • H. Papadopoulos, K. Proedrou, V. Vovk, and A. Gammerman. Inductive confidence machines for regression. In Proceedings of the 13th European Conference on Machine Learning (ECML'02), volume 2430 of Lecture Notes in Computer Science, pages 345-356. Springer, 2002.
    • (2002) Lecture Notes in Computer Science , vol.2430 , pp. 345-356
    • Papadopoulos, H.1    Proedrou, K.2    Vovk, V.3    Gammerman, A.4
  • 10
    • 52149120844 scopus 로고    scopus 로고
    • Transductive confidence machines for pattern recognition
    • Proceedings of the 13th European Conference on Machine Learning ECML'02, of, Springer
    • K. Proedrou, I. Nouretdinov, V. Vovk, and A. Gammerman. Transductive confidence machines for pattern recognition. In Proceedings of the 13th European Conference on Machine Learning (ECML'02), volume 2430 of Lecture Notes in Computer Science, pages 381-390. Springer, 2002.
    • (2002) Lecture Notes in Computer Science , vol.2430 , pp. 381-390
    • Proedrou, K.1    Nouretdinov, I.2    Vovk, V.3    Gammerman, A.4
  • 13
    • 84974712411 scopus 로고    scopus 로고
    • Computationally efficient transductive machines
    • Proceedings of the Eleventh International Conference on Algorithmic Learning Theory ALT'00, of, Berlin, Springer
    • C. Saunders, A. Gammerman, and V. Vovk. Computationally efficient transductive machines. In Proceedings of the Eleventh International Conference on Algorithmic Learning Theory (ALT'00), volume 1968 of Lecture Notes in Artificial Intelligence, pages 325-333, Berlin, 2000. Springer.
    • (2000) Lecture Notes in Artificial Intelligence , vol.1968 , pp. 325-333
    • Saunders, C.1    Gammerman, A.2    Vovk, V.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.