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Volumn 311, Issue , 2012, Pages 152-161

Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques

Author keywords

Dimensionality reduction; electricity consumption profiles; information visualization

Indexed keywords

CORRELATION ANALYSIS; DIMENSIONALITY REDUCTION; DIMENSIONALITY REDUCTION TECHNIQUES; ELECTRICITY-CONSUMPTION; ENVIRONMENTAL FACTORS; ENVIRONMENTAL VARIABLES; HIGH DIMENSIONAL SPACES; INFORMATION VISUALIZATION;

EID: 84880590469     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-32909-8_16     Document Type: Conference Paper
Times cited : (5)

References (18)
  • 1
    • 0345257359 scopus 로고    scopus 로고
    • 24-h electrical load data-a sequential or partitioned time series
    • Fay, D., Ringwood, J.V., Condon, M., Kelly, M.: 24-h electrical load data-a sequential or partitioned time series. Neurocomputing 55(3-4), 469-498 (2003)
    • (2003) Neurocomputing , vol.55 , Issue.3-4 , pp. 469-498
    • Fay, D.1    Ringwood, J.V.2    Condon, M.3    Kelly, M.4
  • 3
    • 0003882111 scopus 로고
    • Rank Correlation Methods
    • Charles Griffin and Company
    • Kendall, M.G.: Rank Correlation Methods. Charles Griffin and Company (1948)
    • (1948)
    • Kendall, M.G.1
  • 4
    • 1542680971 scopus 로고    scopus 로고
    • Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis
    • Lee, J.A., Lendasse, A., Verleysen, M.: Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis. Neurocomputing 57, 49-76 (2004)
    • (2004) Neurocomputing , vol.57 , pp. 49-76
    • Lee, J.A.1    Lendasse, A.2    Verleysen, M.3
  • 6
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • Tenenbaum, J.B., de Silva, V., Langford, J.C.: A global geometric framework for nonlinear dimensionality reduction. Science 290, 2319-2323 (2000)
    • (2000) Science , vol.290 , pp. 2319-2323
    • Tenenbaum, J.B.1    de Silva, V.2    Langford, J.C.3
  • 7
    • 84887006810 scopus 로고
    • A non-linear mapping for data structure analysis
    • Sammon Jr., J.W.: A non-linear mapping for data structure analysis. IEEE Transactions on Computers 18, 401-409 (1969)
    • (1969) IEEE Transactions On Computers , vol.18 , pp. 401-409
    • Sammon, J.W.1
  • 8
    • 0030736375 scopus 로고    scopus 로고
    • Curvilinear component analysis: A self organizing neural network for non linear mapping of data sets
    • Demartines, P., Hérault, J.: Curvilinear component analysis: a self organizing neural network for non linear mapping of data sets. IEEE Transactions on Neural Networks 8, 148-154 (1997)
    • (1997) IEEE Transactions On Neural Networks , vol.8 , pp. 148-154
    • Demartines, P.1    Hérault, J.2
  • 9
    • 0023983407 scopus 로고
    • The neural phonetic typewriter
    • Kohonen, T.: The neural phonetic typewriter. Computer, 11-22 (Marzo 1988)
    • (1988) Computer , pp. 11-22
    • Kohonen, T.1
  • 11
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. Science 290, 2323-2326 (2000)
    • (2000) Science , vol.290 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 12
    • 0043278893 scopus 로고    scopus 로고
    • Laplacian eigenmaps and spectral techniques for embedding and clustering
    • MIT Press
    • Belkin, M., Niyogi, P.: Laplacian eigenmaps and spectral techniques for embedding and clustering. In: Advances in Neural Information Processing Systems, vol. 14, pp. 585-591. MIT Press (2001)
    • (2001) In: Advances In Neural Information Processing Systems , vol.14 , pp. 585-591
    • Belkin, M.1    Niyogi, P.2
  • 13
    • 85032996208 scopus 로고    scopus 로고
    • Stochastic neighbor embedding
    • In: Becker, T.S., Obermayer, K. (eds.), MIT Press, Cambridge
    • Hinton, G.E., Roweis, S.: Stochastic neighbor embedding. In: Becker, T.S., Obermayer, K. (eds.) Advances in Neural Information Processing Systems, vol. 15, pp. 833-840. MIT Press, Cambridge (2002)
    • (2002) Advances In Neural Information Processing Systems , vol.15 , pp. 833-840
    • Hinton, G.E.1    Roweis, S.2
  • 17
    • 34547288347 scopus 로고    scopus 로고
    • Comparison of visualization methods for an atlas of gene expression data sets
    • Venna, J., Kaski, S.: Comparison of visualization methods for an atlas of gene expression data sets. Information Visualization 6, 139-154 (2007)
    • (2007) Information Visualization , vol.6 , pp. 139-154
    • Venna, J.1    Kaski, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.