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pro vyhledávání: '"Adel Bedoui"'
Autor:
Adel Bedoui, Ori Rosen
In this paper, we propose a nonparametric Bayesian approach for Lindsey and penalized Gaussian mixtures methods. We compare these methods with the Dirichlet process mixture model. Our approach is a Bayesian nonparametric method not based solely on a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ab1878357aa73a750e63420632f451dc
http://arxiv.org/abs/2011.13800
http://arxiv.org/abs/2011.13800
Autor:
Chul Moon, Adel Bedoui
We propose a Bayesian elastic net that uses empirical likelihood and develop an efficient tuning of Hamiltonian Monte Carlo for posterior sampling. The proposed model relaxes the assumptions on the identity of the error distribution, performs well wh
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ab9920f49fc36a78bbcf732acf430e07
Autor:
Adel Bedoui, Nicole A. Lazar
Publikováno v:
Computational Statistics & Data Analysis. 145:106917
Ridge and lasso regression models, which are also known as regularization methods, are widely used methods in machine learning and inverse problems that introduce additional information to solve ill-posed problems and/or perform feature selection. Th
Publikováno v:
2007 Third International Conference on Wireless and Mobile Communications (ICWMC'07).
Wireless Local Area Networks (WLAN) are easily deployed and require less investment. They give access to the same services as those offered by the wired networks. However, wireless terminals must share the medium of limited capacity in an equitable w
Publikováno v:
2006 2nd International Conference on Information & Communication Technologies.
WLANs give access to same services as those offered by the wired networks. They are easily deployed and require less investment. However, the medium must be shared between the stations in an equitable way knowing that it is of limited capacity, from
Publikováno v:
Personal Wireless Communications.
Publikováno v:
Scopus-Elsevier
This paper presents a performance evaluation of a new solution for the support of QoS by IEEE 802.11 WLAN. It aims at the improvement of the Medium Access Control ( MAC ) by taking into account information from both physical and network layers for pa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5ee64a3a7764af00000232f0ec57c8df
http://www.scopus.com/inward/record.url?eid=2-s2.0-85013191513&partnerID=MN8TOARS
http://www.scopus.com/inward/record.url?eid=2-s2.0-85013191513&partnerID=MN8TOARS