A Theoretical High-Density Nanoscopy Study Leads to the Design of UNLOC, a Parameter-free Algorithm

Autor: Mailfert, Sébastien, Touvier, Jérôme, Benyoussef, Lamia, Fabre, Roxane, Rabaoui, Asma, Blache, Marie-Claire, Hamon, Yannick, Brustlein, Sophie, Monneret, Serge, Marguet, Didier, Bertaux, Nicolas

Publikováno v: In Biophysical Journal 7 August 2018 115(3):565-576

Functional Regularized Least Squares Classi cation with Operator-valued Kernels

Autor: Kadri, Hachem, Rabaoui, Asma, Preux, Philippe, Duflos, Emmanuel, Rakotomamonjy, Alain

Publikováno v: Proceedings of the 28th International Conference on Machine Learning (ICML)
28th International Conference on Machine Learning (ICML)
28th International Conference on Machine Learning (ICML), Jun 2011, Seattle, United States. pp.993--1000

International audience; Although operator-valued kernels have recently received increasing interest in various machine learning and functional data analysis problems such as multi-task learning or functional regression, little attention has been paid

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3d0d12cf0921062b2a495843794991bc
https://hal.archives-ouvertes.fr/hal-00772406/document

Robust Audio Speaker Segmentation using One Class SVMs

Autor: Kadri, Hachem, Davy, Manuel, Rabaoui, Asma, Lachiri, Zied, Ellouze, Noureddine

Publikováno v: Proceedings of the EURASIP EUSIPCO'08
European Signal Processing Conference (EUSIPCO-2008)
European Signal Processing Conference (EUSIPCO-2008), 2008, Switzerland. http://www.eurasip.org/Proceedings/Eusipco/Eusipco2008/index.html

International audience; This paper presents a new technique for segmenting an audio stream into pieces, each one contains speeches of only one speaker. Speaker segmentation has been used extensively in various tasks such as automatic transcription of

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::a351d3cb19f89ce77674f1938d59d8c0
https://hal.archives-ouvertes.fr/hal-00510423

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Nonparametric Bayesian supervised classification of functional data.

Autor: Rabaoui, Asma, Kadri, Hachem, Davy, Manuel

Publikováno v: 2012 IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP); 1/ 1/2012, p3381-3384, 4p