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All Publications

Displaying 11 results.
    • Journal article
    Range-Based ICA Using a Nonsmooth Quasi-Newton Optimizer for Electroencephalographic Source Localization in Focal Epilepsy
    Suviseshamuthu, Easter Selvan[UCL] George, S. Thomas Balakrishnan, R. (2015) Neural Computation — (2015)
    • Journal article
    Texture feature extraction using gray level statistical matrix for content-based mammogram retrieval
    Chandy, D. Abraham Suviseshamuthu, Easter Selvan[UCL] Johnson, J. Stanly (2014) Multimedia Tools and Applications : an international journal — Vol. 72, no. 2, p. 2011-2024 (2014)
    • Journal article
    A Riemannian Subgradient Algorithm for Economic Dispatch with Valve-Point Effect
    Borckmans, Pierre[UCL] Suviseshamuthu, Easter Selvan[UCL] Boumal, Nicolas[UCL] Absil, Pierre-Antoine[UCL] (2014) Journal of Computational and Applied Mathematics — Vol. 255, p. 848-866 (January 2014)
    • Journal article
    Nonsmooth ICA Contrast Minimization Using a Riemannian Nelder-Mead Method
    Suviseshamuthu, Easter Selvan[UCL] (2014) IEEE Transactions on Neural Networks and Learning Systems — Vol. 26, no. 1, p. 177-183 (2014)
    • Journal article
    Evaluation of supervised methods for the classification of major tissues and subcortical structures in multispectral brain magnetic resonance images
    Murino, Loredana Granata, Donatella Carfora, Maria Francesca Suviseshamuthu, Easter Selvan[UCL] Alfano, Bruno Amato, Umberto Larobina, Michele (2014) Computerized Medical Imaging and Graphics — Vol. 38, no. 5, p. 337–347 (2014)
    • Journal article
    A hybrid with cross-entropy method and sequential quadratic programming to solve economic load dispatch problem
    Subathra, M.S.P. Suviseshamuthu, Easter Selvan[UCL] Victoire, T. A. A. Christinal, A. H. Amato, Umberto (2014) IEEE Systems Journal — Vol. PP, no. 99, p. 1-14 (2014)
    • Journal article
    On the benefits of Laplace samples in solving a rare event problem using cross-entropy method
    Suviseshamuthu, Easter Selvan[UCL] Subathra, M. S. P. Christinal, A. Hepzibah Amato, Umberto (2013) Applied Mathematics and Computation — Vol. 225, p. 843-859 (2013)
    • Journal article
    Descent algorithms on oblique manifold for source-adaptive ICA contrast
    Suviseshamuthu, Easter Selvan[UCL] Amato, Umberto Gallivan, Kyle A. Qi, Chunhong Carfora, Maria Francesca Larobina, Michele Alfano, Bruno (2012) IEEE Transactions on Neural Networks — Vol. 23, no.12, p. 1930-1947 (December 2012)
    • Journal article
    EEG database of seizure disorders for experts and application developers
    George, S. Thomas Balakrishnan, R. Johnson, J. Stanly Suviseshamuthu, Easter Selvan[UCL] (2013) Clinical E E G and Neuroscience — Vol. 45, no. 4, p. 304-309 (2013)
    • Journal article
    Spherical Mesh Adaptive Direct Search for Separating Quasi-uncorrelated Sources by Range-based Independent Component Analysis
    Suviseshamuthu, Easter Selvan[UCL] Borckmans, Pierre[UCL] Absil, Pierre-Antoine[UCL] Chattopadhyay, Amit (2013) Neural Computation — Vol. 25, no. 9, p. 2486-2522 (2013)
    • Speech
    Range-based non-orthogonal ICA using cross-entropy method
    Suviseshamuthu, Easter Selvan[UCL] Chattopadhyay, Amit[UCL] Amato, U. Absil, Pierre-Antoine[UCL] (2012) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) — Bruges, Belgium