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Displaying 16 results.
    • BookChapter
    A Supervised Wavelet Transform Algorithm for R Spike Detection in Noisy ECGs
    de Lannoy, Gaël[UCL] De Decker, Arnaud[UCL] Verleysen, Michel[UCL] (2009) Biomedical Engineering Systems and Technologies — [ISBN : 978-3-540-92218-6]
    • Journal article
    Weighted conditional random fields for supervised interpatient heartbeat classification
    de Lannoy, Gaël[UCL] François, Damien[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2012) IEEE Transactions on Biomedical Engineering — Vol. 59, no. 1, p. 241-7 (2012)
    • BookChapter
    Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification.
    de Lannoy, Gaël[UCL] François, Damien[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2011) Biomedical Engineering Systems and Technologies: Third International Joint Conference, BIOSTEC 2010, Valencia, Spain, January 20-23, 2010, Revised Selected Papers — [ISBN : 978-3-642-18471-0]
    • Speech
    A supervised learning approach based on the continuous wavelet transform for R spike detection in ECG
    de Lannoy, Gaël[UCL] De Decker, Arnaud[UCL] Verleysen, Michel[UCL] (2008) First International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2008) — Madeira (Portugal)
    • Speech
    Supervised ECG Delineation Using the Wavelet Transform and Hidden Markov Models
    de Lannoy, Gaël[UCL] Frénay, Benoît[UCL] Verleysen, Michel[UCL] Delbeke, Jean[UCL] (2008) 4th European Conference of the International Federation for Medical and Biological Engineering (MBEC 2008) — Antwerp (Belgium)
    • Speech
    Assessment and comparison of time realignment methods for supervised heart beat classification
    de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] Delbeke, Jean[UCL] (2009) Second International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2009) — Porto (Portugal)
    • Journal article
    Feature selection for supervised inter-patient heart beat classification
    Doquire, Gauthier[UCL] de Lannoy, Gaël[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2011) Computational Intelligence and Neuroscience — Vol. 2011, no. 643816, p. 1-9 (2011)
    • Journal article
    Filtering Heart Related Activity from Vagus Nerve Recordings in Rats
    de Lannoy, Gaël[UCL] Marin, Jorge[UCL] Verleysen, Michel[UCL] Delbeke, Jean[UCL] (2008) Biomedical Technology — Vol. 53, no. supp.1, p. 16-18 (2008)
    • Speech
    Label Noise-Tolerant Hidden Markov Models for Segmentation: Application to ECGs
    Frénay, Benoît[UCL] de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] (2011) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2011) — Athens (Greece)
    • Speech
    Elimination of electrocardiogram contamination from vagus nerve recordings using ICA
    de Lannoy, Gaël[UCL] Costecalde, Thomas[UCL] Marin, Jorge[UCL] Verleysen, Michel[UCL] Delbeke, Jean[UCL] (2009) 14th Annual International FES Society Conference (IFESS 2009) — Seoul (Corea)
    • Speech
    Emission Modelling for Supervised ECG Segmentation using Finite Differences
    Frénay, Benoît[UCL] de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] (2008) 4th European Conference of the International Federation for Medical and Biological Engineering - MBEC 2008 — Antwerp (Belgium)
    • Speech
    Class-Specific Feature Selection for One-Against-All Multiclass SVMs
    de Lannoy, Gaël[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2011) Proceedings of the 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2011) — Bruges (Belgium)
    • Speech
    Feature selection for supervised inter-patient heart beat classification
    Doquire, Gauthier[UCL] de Lannoy, Gaël[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2011) 4th International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2011) — Roma (Italy)
    • Speech
    Feature relevance assessment in automatic inter-patient heart beat classification
    de Lannoy, Gaël[UCL] François, Damien[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2010) 3rd International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2010) — Valencia (Spain)
    • Speech
    Improving the transition modelling in hidden Markov models for ECG segmentation
    Frénay, Benoît[UCL] de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] (2009) 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning (ESANN 2009) — Bruges (Belgium)
    • Speech
    Functional SOM for variable-length signal windows
    De Decker, Arnaud[UCL] de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] (2007) 6th International Workshop on Self-Organizing Maps (WSOM 2007) — Bielefeld (Germany)