Biographie

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Domaines de recherche

Apprentissage automatique, modélisation des données

Publications

Revues avec comité de lecture
⦁ Emmanuel Deli Madiga & Sylvain Iloga, « Enhancing Vector Comparison Using HMMs », IEEE Access, Sept. 2023, pp. 96939-96953, vol. 11, DOI : 10.1109/ACCESS.2023.3312019, IEEE.
⦁ Sylvain Iloga, «Histogram-based comparison of metric spaces using HMMs», Evolutionary Intelligence, August. 2022, pp. 1-18, DOI : 10.1007/s12065-022-00773-4, Springer.
⦁ Sylvain Iloga, « Accurate comparison of tree sets using HMM-based descriptor vectors », ARIMA, July. 2022, pp. 1-16, vol. 36, Special issue CRI 2021, DOI : 10.46298/arima.9107, Episciences.
⦁ Sylvain Iloga, A. Bordat, J. Le Kernec & O. Romain, « Human Activity Recognition based on acceleration data from smartphones using HMMs », IEEE Access, Sept. 2021, pp. 139336-139351, vol. 9, DOI : 10.1109/ACCESS.2021.3117336, IEEE.
⦁ Sylvain Iloga, « Customizable HMM-based measures to accurately compare tree sets », Pattern Analysis and Applications, Published online the 31-st March 2021, pp. 1-23, DOI : 10.1007/s10044-021-00971-3, Springer.
⦁ Sylvain Iloga, O. Romain & M. Tchuenté, « An efficient generic approach for automatic taxonomy generation using HMMs », Pattern Analysis and Applications, Published online the 18-th September 2020, pp. 243-262, vol. 24, Issue 1, DOI 10.1007/s10044-020-00918-0, Springer.
⦁ Sylvain Iloga, O. Romain & M. Tchuenté, « An accurate HMM-based similarity measure between finite sets of histograms », Pattern Analysis and Applications, Published online the 30-th July 2018, pp. 1079-1104, vol. 22, Issue 3, DOI 10.1007/s10044-018-0734-z, Springer.
⦁ G. wassi, Sylvain Iloga, O. Romain, B. Granado & M. Tchuenté, « FPGA-based simultaneous multichannel audio processor for musical genre indexing applications in broadcast band », Journal of Parallel and Distributed Computing, Published online the 23-th March 2018, vol. 119, pp. 146-161, DOI 10.1016/j.jpdc.2018.02.011, Elsevier.
⦁ Sylvain Iloga, O. Romain & M. Tchuenté, « A sequential pattern mining approach to design taxonomies for hierarchical music genre recognition », Pattern Analysis and Applications, Published online the 27-th September 2016, pp. 363-380, vol. 21, Issue 2, DOI 10.1007/s10044-016-0582-7, Springer.

Conférences avec comité de lecture
⦁ Sylvain Iloga, «Accurate comparison of tree sets using HMM-based descriptor vectors», CRI’21, Cameroon, 2021.
⦁ J. B. Bogneh Noussi, M. Tchoupé Tchendji & Sylvain Iloga, « Parallel HMM-based similarity between finite sets of histograms », CRI’19, Cameroun, 2019.
⦁ G.Wassi, Sylvain Iloga, O.Romain, B.Granado & M. Tchuenté, «FPGA-based Real-Time MFCC Extraction for Automatic Audio Indexing on FM Broadcast data», Proceedings IEEE, DASIP’15, Poland, 2015.
⦁ Sylvain Iloga, O. Romain, L. Bendaouia & M. Tchuenté, « Musical genre classification using Markov models », Proceedings IEEE, ICALIP’14, China, 2014.