Jean-Claude Fort

Publication Activity (10 Years)

Years Active: 1994-2021
Publications (10 Years): 1

Top Topics

Vector Quantization

Sensitivity Analysis

Codebook Design

Competitive Learning

Top Venues

SIAM/ASA J. Uncertain. Quantification

Commun. Stat. Simul. Comput.

Publications

Jean-Claude Fort, Thierry Klein, Agnès Lagnoux
Global Sensitivity Analysis and Wasserstein Spaces. SIAM/ASA J. Uncertain. Quantification 9 (2) (2021)
Luis A. Salomón, Jean-Claude Fort, Li-Vang Lozada-Chang
Average Competitive Learning Vector Quantization. Commun. Stat. Simul. Comput. 43 (6) (2014)
Guillaume Roussel, Véronique Achard, Alexandre Alakian, Jean-Claude Fort
Benefits of textural characterization for the classification of hyperspectral images. WHISPERS (2010)
Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen
Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps CoRR (2007)
Jean-Claude Fort
SOM's mathematics. Neural Networks 19 (6-7) (2006)
Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen
Time series forecasting: Obtaining long term trends with self-organizing maps. Pattern Recognit. Lett. 26 (12) (2005)
Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen
Double quantization of the regressor space for long-term time series prediction: method and proof of stability. Neural Networks 17 (8-9) (2004)
Jean-Claude Fort, Patrick Letrémy, Marie Cottrell
Advantages and drawbacks of the Batch Kohonen algorithm. ESANN (2002)
Jean-Claude Fort, Gilles Pagès
Decreasing step Stochastic algorithms: a.s. behaviour of weighted empirical measures. Monte Carlo Methods Appl. 8 (3) (2002)
Marie Cottrell, Jean-Claude Fort, Gilles Pagès
Theoretical aspects of the SOM algorithm. Neurocomputing 21 (1-3) (1998)
Avec M. Benaïm, Jean-Claude Fort, Gilles Pagès
Almost sure convergence of the one-dimensional Kohonen algorithm. ESANN (1997)
Jean-Claude Fort, Gilles Pagès
Convergences of the Kohonen Maps: A Dynamical System Approach. ICANN (1997)
Jean-Claude Fort, Gilles Pagès
Quantization vs Organization in the Kohonen S.O.M. ESANN (1996)
Jean-Claude Fort, Gilles Pagès
About the Kohonen Algorithm: Strong or Weak Self-organization? Neural Networks 9 (5) (1996)
Marie Cottrell, Jean-Claude Fort, Gilles Pagès
Comments about "Analysis of the convergence properties of topology preserving neural networks". IEEE Trans. Neural Networks 6 (3) (1995)
Jean-Claude Fort, Gilles Pagès
About the Kohonen algorithm: strong or weak self-organization? ESANN (1995)
Marie Cottrell, Jean-Claude Fort, Gilles Pagès
Two or three things that we know about the Kohonen algorithm. ESANN (1994)
Nicolas Pican, Jean-Claude Fort, Frédéric Alexandre
A lateral contribution learning algorithm for multi MLP architecture. ESANN (1994)
Jean-Claude Fort, Gilles Pagès
A non linear Kohonen algorithm. ESANN (1994)
Nicolas Pican, Jean-Claude Fort, Frédéric Alexandre
An on-line learning algorithm for the orthogonal weight estimation of MLP. Neural Process. Lett. 1 (1) (1994)