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Feature selection for supervised inter-patient heart beat classification
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Document type | Article de périodique (Journal article) – Article de recherche |
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Access type | Accès restreint |
Publication date | 2011 |
Language | Anglais |
Journal information | "Computational Intelligence and Neuroscience" - Vol. 2011, no. 643816, p. 1-9 (2011) |
Peer reviewed | yes |
Publisher | Hindawi Publishing Corporation ((United States) New York) |
issn | 1687-5265 |
Publication status | Publié |
Affiliations |
UCL
- SST/ICTM/ELEN - Pôle en ingénierie électrique UCL - SST/ICTM/INMA - Pôle en ingénierie mathématique |
Links |
- deChazal P., O'Dwyer M., Reilly R.B., Automatic Classification of Heartbeats Using ECG Morphology and Heartbeat Interval Features, 10.1109/tbme.2004.827359
- Christov Ivaylo, Gómez-Herrero Gèrman, Krasteva Vessela, Jekova Irena, Gotchev Atanas, Egiazarian Karen, Comparative study of morphological and time-frequency ECG descriptors for heartbeat classification, 10.1016/j.medengphy.2005.12.010
- de Lannoy Gael, François Damien, Delbeke Jean, Verleysen Michel, Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification, Biomedical Engineering Systems and Technologies (2011) ISBN:9783642184710 p.212-223, 10.1007/978-3-642-18472-7_17
- Journal of Machine Learning Research, 5, 1531 (2004)
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- Gómez-Verdejo Vanessa, Verleysen Michel, Fleury Jérôme, Information-theoretic feature selection for functional data classification, 10.1016/j.neucom.2008.12.035
- Journal of Machine Learning Research, 3, 1157 (2003)
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- Computers in Cardiology, 34, 105 (2007)
- Llamedo Mariano, Martínez Juan Pablo, Heartbeat Classification Using Feature Selection Driven by Database Generalization Criteria, 10.1109/tbme.2010.2068048
- Melgani F., Bazi Y., Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization, 10.1109/titb.2008.923147
- Meyer Patrick Emmanuel, Schretter Colas, Bontempi Gianluca, Information-Theoretic Feature Selection in Microarray Data Using Variable Complementarity, 10.1109/jstsp.2008.923858
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- Learning pattern classification tasks with imbalanced data sets (2009)
- Osowski S., Tran Hoai Linh, ECG beat recognition using fuzzy hybrid neural network, 10.1109/10.959322
- Osowski S., Hoai L.T., Markiewicz T., Support Vector Machine-Based Expert System for Reliable Heartbeat Recognition, 10.1109/tbme.2004.824138
- Computers in Cardiology, 35, 229 (2008)
- Hanchuan Peng, Fuhui Long, Ding C., Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy, 10.1109/tpami.2005.159
- Fast training of support vector machines using sequential minimal optimization (1999)
- Rossi F., Lendasse A., François D., Wertz V., Verleysen M., Mutual information for the selection of relevant variables in spectrometric nonlinear modelling, 10.1016/j.chemolab.2005.06.010
- Shimbel Alfonso, Rapoport Anatol, A statistical approach to the theory of the central nervous system, 10.1007/bf02478329
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Bibliographic reference | Doquire, Gauthier ; de Lannoy, Gaël ; François, Damien ; Verleysen, Michel. Feature selection for supervised inter-patient heart beat classification. In: Computational Intelligence and Neuroscience, Vol. 2011, no. 643816, p. 1-9 (2011) |
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Permanent URL | http://hdl.handle.net/2078.1/82235 |