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Displaying 6 results.
    • Speech
    Multiscale stochastic neighbor embedding: Towards parameter-free dimensionality reduction
    Lee, John Aldo[UCL] Peluffo Ordoñez, Diego Hernan[UCL] Verleysen, Michel[UCL] (2014) 2014 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014) — Bruges (Belgium)
    • BookChapter
    Geometrical homotopy for data visualization
    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] Alvarado-Pérez, Juan C. (2015) ESANN 2015 - 23rd Eur. Symp. on Artificial Neural Networks, Computational Intelligence and Machine Learning — [ISBN : 978-2-87587-014-8]
    • Speech
    Recent methods for dimensionality reduction: A brief comparative analysis
    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) 2014 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014) — Bruges (Belgium)
    • Journal article
    Short review of dimensionality reduction methods based on stochastic neighbour embedding
    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) Advances in Self-Organizing Maps and Learning Vector Quantization — Vol. 295, no.part I, p. 65-74 (2014)
    • Speech
    Generalized kernel framework for unsupervised spectral methods of dimensionality reduction
    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2014) — Orlando (USA)