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Volumn 4489 LNCS, Issue PART 3, 2007, Pages 726-733

Parallel computing of kernel density estimates with MPI

Author keywords

Adaptive bandwidth; Kernel density estimation; Least squares cross validation; MPI; Parallel algorithms; Plug in method

Indexed keywords

ADAPTIVE SYSTEMS; MESSAGE PASSING; PROBABILITY DENSITY FUNCTION; USER INTERFACES;

EID: 38349028884     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72588-6_120     Document Type: Conference Paper
Times cited : (17)

References (16)
  • 1
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    • Remarks on Some Nonparametric Estimates of a Density Function
    • Rosenblatt, M.: Remarks on Some Nonparametric Estimates of a Density Function. Annals of Mathematical Statistics 27 (1956) 832-837
    • (1956) Annals of Mathematical Statistics , vol.27 , pp. 832-837
    • Rosenblatt, M.1
  • 2
    • 0001473437 scopus 로고
    • On Estimation of a Probability Density Function and Mode
    • Parzen, E.: On Estimation of a Probability Density Function and Mode. Annals of Mathematical Statistics 33 (1962) 1065-1076
    • (1962) Annals of Mathematical Statistics , vol.33 , pp. 1065-1076
    • Parzen, E.1
  • 5
    • 0010838986 scopus 로고
    • Estimating Geographic Customers Densities using Kernel Density Estimation
    • Donthu N., Rust, R.T.: Estimating Geographic Customers Densities using Kernel Density Estimation. Marketing Science 8 (1989) 191-203
    • (1989) Marketing Science , vol.8 , pp. 191-203
    • Donthu, N.1    Rust, R.T.2
  • 8
    • 0001110699 scopus 로고
    • On Bandwidth Variation in Kernel Estimates - a Square Root Law
    • Abramson, I.: On Bandwidth Variation in Kernel Estimates - a Square Root Law. The Annals of Statistics 10 (1982) 1217-1223
    • (1982) The Annals of Statistics , vol.10 , pp. 1217-1223
    • Abramson, I.1
  • 10
    • 0002369909 scopus 로고
    • Empirical Choice of Histograms and Kernel Density Estimators
    • Rudemo, M.: Empirical Choice of Histograms and Kernel Density Estimators. Scandinavian Journal of Statistics 9 (1982) 65-78
    • (1982) Scandinavian Journal of Statistics , vol.9 , pp. 65-78
    • Rudemo, M.1
  • 11
    • 0001245944 scopus 로고
    • An Alternative Method of Cross-Validation for the Smoothing of Density Estimates
    • Bowman, A.W.: An Alternative Method of Cross-Validation for the Smoothing of Density Estimates. Biometrika 71 (1984) 353-360
    • (1984) Biometrika , vol.71 , pp. 353-360
    • Bowman, A.W.1
  • 12
    • 0002319720 scopus 로고
    • Algorithm AS 176: Kernel Density Estimation Using the Fast Fourier Transform
    • Silverman, B.W.: Algorithm AS 176: Kernel Density Estimation Using the Fast Fourier Transform. Applied Statistics 31/1 (1982) 93-99
    • (1982) Applied Statistics , vol.31 , Issue.1 , pp. 93-99
    • Silverman, B.W.1
  • 13
    • 0442312138 scopus 로고    scopus 로고
    • Efficient Kernel Density Estimation Using the Fast Gauss Transform with Applications to Color Modeling and Tracking
    • Elgammal, A., Duraiswami, R., Davis, L.S.: Efficient Kernel Density Estimation Using the Fast Gauss Transform with Applications to Color Modeling and Tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence 25/11 (2003) 1499-1504
    • (2003) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.25 , Issue.11 , pp. 1499-1504
    • Elgammal, A.1    Duraiswami, R.2    Davis, L.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.