메뉴 건너뛰기




Volumn 8, Issue 1, 1998, Pages 27-39

The Latent Variable Data Model for Exploratory Data Analysis and Visualisation: A Generalisation of the Nonlinear Infomax Algorithm

Author keywords

Data visualisation; Independent component analysis; Projection pursuit

Indexed keywords

ALGORITHMS; DATA REDUCTION; INFORMATION THEORY;

EID: 0032143832     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009613012282     Document Type: Article
Times cited : (4)

References (22)
  • 3
    • 0028416938 scopus 로고
    • Independent component analysis, a new concept?
    • P. Comon, "Independent component analysis, a new concept?" Signal Processing, 36, 287-314, 1994.
    • (1994) Signal Processing , vol.36 , pp. 287-314
    • Comon, P.1
  • 5
    • 0031251223 scopus 로고    scopus 로고
    • Extraction of independent signal sources using a deflationary exploratory projection pursuit network with lateral inhibition
    • in Press
    • M. Girolami and C. Fyfe, "Extraction of independent signal sources using a deflationary exploratory projection pursuit network with lateral inhibition", in Press, I.E.E Proceedings on Vision, Image and Signal Processing Journal, 1997a.
    • (1997) I.E.E Proceedings on Vision, Image and Signal Processing Journal
    • Girolami, M.1    Fyfe, C.2
  • 6
    • 0031455770 scopus 로고    scopus 로고
    • An extended exploratory projection pursuit network with linear and non-linear anti-hebbian connections applied to the cocktail party problem
    • in Press
    • M. Girolami and C. Fyfe, "An extended exploratory projection pursuit network with linear and non-linear anti-hebbian connections applied to the cocktail party problem", in Press, Neural Networks Journal, 1997b.
    • (1997) Neural Networks Journal
    • Girolami, M.1    Fyfe, C.2
  • 8
    • 84887019633 scopus 로고    scopus 로고
    • Negentropy and Kurtosis as Projection Pursuit Indices Provide Generalised ICA Algorithms'
    • Invited Paper, (Org's Prof. A. Cichocki & A. Back), Aspen Colorado, Dec
    • M. Girolami and C. Fyfe, Negentropy and Kurtosis as Projection Pursuit Indices Provide Generalised ICA Algorithms', NIPS'96 Blind Signal Separation Workshop, Invited Paper, (Org's Prof. A. Cichocki & A. Back), Aspen Colorado, Dec 1996a.
    • (1996) NIPS'96 Blind Signal Separation Workshop
    • Girolami, M.1    Fyfe, C.2
  • 10
    • 0029411030 scopus 로고
    • An information maximisation approach to blind separation and blind deconvolution
    • A. Bell and T. Sejnowski, "An information maximisation approach to blind separation and blind deconvolution", Neural Computation 7, 1129-1159, 1995.
    • (1995) Neural Computation , vol.7 , pp. 1129-1159
    • Bell, A.1    Sejnowski, T.2
  • 11
    • 33749754615 scopus 로고
    • A new learning algorithm for blind signal separation
    • M.I.T Press
    • S. Amari, A. Cichocki H. and Yang, "A new learning algorithm for blind signal separation", Neural Information Processing, Vol. 8, pp. 757-763. M.I.T Press. 1995.
    • (1995) Neural Information Processing , vol.8 , pp. 757-763
    • Amari, S.1    Cichocki H., A.2    Yang3
  • 12
    • 0001183650 scopus 로고
    • Space or time adaptive signal processing by neural network models
    • Snowbird, UT
    • J. Herault and C. Jutten, "Space or time adaptive signal processing by neural network models", AIP Conf. Proc., Snowbird, UT, pp. 206-211, 1986.
    • (1986) AIP Conf. Proc. , pp. 206-211
    • Herault, J.1    Jutten, C.2
  • 14
    • 0029725949 scopus 로고    scopus 로고
    • Extended anti-hebbian adaptation for unsupervised source extraction
    • Z. Malouche and O. Macchi, "Extended anti-hebbian adaptation for unsupervised source extraction", Proc I.E.E.E ICASP' 96, Vol. 3, pp. 1665-1668, 1996.
    • (1996) Proc I.E.E.E ICASP' 96 , vol.3 , pp. 1665-1668
    • Malouche, Z.1    Macchi, O.2
  • 16
    • 2342643753 scopus 로고    scopus 로고
    • A comparative study of two neural methods of exploratory projection pursuit
    • C. Fyfe, "A comparative study of two neural methods of exploratory projection pursuit", Neural Networks, 9 (6), pp. 1-6, 1997.
    • (1997) Neural Networks , vol.9 , Issue.6 , pp. 1-6
    • Fyfe, C.1
  • 21
    • 0027574219 scopus 로고
    • Analysis of Multi-phase Flows Using Dual-energy Gamma Densitometry and Neural Networks
    • C. Bishop and G.D. James, Analysis of Multi-phase Flows Using Dual-energy Gamma Densitometry and Neural Networks, Nuclear Instruments and Methods in Physics Research, A. 327. pp. 580-593, 1993.
    • (1993) Nuclear Instruments and Methods in Physics Research , vol.327 A , pp. 580-593
    • Bishop, C.1    James, G.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.