A new multi-objective binary Harris Hawks optimization for gene selection in microarray data

Autor: Samy Meftali, Abdelkamel Tari, Ali Dabba

Publikováno v: Journal of Ambient Intelligence and Humanized Computing
Journal of Ambient Intelligence and Humanized Computing, 2021, ⟨10.1007/s12652-021-03441-0⟩

Cancer classification is one of the main applications of gene expression data (microarray data) and is essential for a comprehensive diagnosis of cancer treatment. Therefore, bio-inspired algorithms have developed several effective applications in th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::96041fecf18f1d38f6a2768847dfc281
https://hal.science/hal-03523252

Hybridization of Moth flame optimization algorithm and quantum computing for gene selection in microarray data

Autor: Ali Dabba, Abdelkamel Tari, Samy Meftali

Publikováno v: Journal of Ambient Intelligence and Humanized Computing
Journal of Ambient Intelligence and Humanized Computing, Springer, 2020, ⟨10.1007/s12652-020-02434-9⟩
Journal of Ambient Intelligence and Humanized Computing, 2020, ⟨10.1007/s12652-020-02434-9⟩
Journal of Ambient Intelligence and Humanized Computing, 2021, 12 (2), pp.2731-2750. ⟨10.1007/s12652-020-02434-9⟩

Ever-increasing data in various fields like Bioinformatics field, which has led to the need to find a way to reduce the data dimensionality. Gene selection problem has a large number of genes (relevant, redundant or noise), which needs an effective m

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d73f0f3956fac129a7e88b4ad5f37929
https://hal.archives-ouvertes.fr/hal-03110399

Gene selection and classification of microarray data method based on mutual information and moth flame algorithm

Autor: Abdelkamel Tari, Rabah Mokhtari, Samy Meftali, Ali Dabba

Publikováno v: Expert Systems with Applications. 166:114012

Several techniques or methods may help in detecting diseases and cancer. Creating an effective method for extracting disease information is one of the major challenges in the classification of gene expression data as long as there is (in the presence

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c36988685617e4397c4df7f686b75b55
https://doi.org/10.1016/j.eswa.2020.114012

A modeling front-end for seamless design and generation of context-aware Dynamically Reconfigurable Systems-on-Chip

Autor: Jean-Philippe Diguet, Florent de Lamotte, Pamela Wattebled, Maamar Touiza, Samy Meftali, Gilberto Ochoa-Ruiz, Jean-Luc Dekeyser, El-Bay Bourennane

Publikováno v: Journal of Parallel and Distributed Computing
Journal of Parallel and Distributed Computing, Elsevier, 2018, 112, pp.1-19. ⟨10.1016/j.jpdc.2017.09.011⟩
Journal of Parallel and Distributed Computing, 2018, 112, pp.1-19. ⟨10.1016/j.jpdc.2017.09.011⟩

International audience; In this paper, we present a Model Driven Engineering (MDE) methodology for facilitating the modeling of the partial reconfiguration process, and for implementing Dynamic Reconfigurable System-on-Chip (DRSoC). The rationale for

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0ba34e82e217ae70776ff7132efd2a96
https://hal.archives-ouvertes.fr/hal-02154320

An Optimal Allocation of Tracking Tasks in a SW/HW Fog/Cloud Based Distributed Video Surveillance System

Autor: Djamel Aouali, Ugo Sbai, Samy Meftali

Publikováno v: Journal of Communications
Journal of Communications, Academy Publisher, In press
Journal of Communications, In press

International audience; In this paper we propose a novel and systematic approach for dynamic allocation of tasks in a video surveillance system using smart cameras and based on Cloud/Fog architecture. Tracking tasks arrive in the system in a random w

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ec2e77cfc7bff6e4e1dabb0e45270c72
https://hal.archives-ouvertes.fr/hal-01716521