Výsledky vyhledávání - "Redouane Tlemsani"

Unknown area exploration for robots with energy constraints using a modified Butterfly Optimization Algorithm

Autor: Redouane Tlemsani, Amine BENDAHMANE

Publikováno v: Soft Computing. 27:3785-3804

Butterfly Optimization Algorithm (BOA) is a recent metaheuristic that has been used in several optimization problems. In this paper, we propose a new version of the algorithm (xBOA) based on the crossover operator and compare its results to the origi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::09e3feca131739e78cf70c1b588779a9
https://doi.org/10.1007/s00500-022-07530-w

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Boosting Convolutional Neural Networks Using a Bidirectional Fast Gated Recurrent Unit for Text Categorization

Autor: Redouane Tlemsani, Assia Belherazem

Publikováno v: International Journal of Artificial Intelligence and Machine Learning. 12:1-20

This paper proposes a hybrid text classification model that combines 1D CNN with a single Bidirectional Fast GRU (BiFaGRU) termed as CNN-BiFaGRU. Single convolution layer captures features through a kernel applying 128 filters which are slide over th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c847712285a37f0e1a03ab360da4a0b8
https://doi.org/10.4018/ijaiml.308815

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Hybrid PSO-ANFIS for Speaker Recognition

Autor: Abderrahmane Bendahmane, Redouane Tlemsani, Samiya Silarbi

Publikováno v: International Journal of Cognitive Informatics and Natural Intelligence. 15:83-96

This paper introduces an evolutionary approach for training the adaptive network-based fuzzy inference system (ANFIS). The previous works are based on gradient descendent (GD); this algorithm converges very slowly and gets stuck down at bad local min

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c4a2d4d060d268c3fe282c4d76ff2df3
https://doi.org/10.4018/ijcini.20210401.oa7

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Amine Bendahmane1* and Redouane Tlemsani1

Autor: Amine Bendahmane, Redouane Tlemsani

Butterfly Optimization Algorithm (BOA) is a recent metaheuristic that has been used in several optimization problems. In this paper, we adapt this metaheuristic to robotics for solving the Unknown Area Exploration problem with energy constraints in b

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::7d308b170c8b1c4103156482816983d7
https://doi.org/10.21203/rs.3.rs-1680552/v1

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An Improved Behavioral Biometric System based on Gait and ECG signals

Autor: Mohamed Benouis, Redouane Tlemsani, Samira Chouraqui, Bouchiba Guelta

Publikováno v: International Journal of Intelligent Engineering and Systems. 12:147-156

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a57e7cef25c9fc8fd2d2efd677b87f3a
https://doi.org/10.22266/ijies2019.1231.14

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An Improved Arabic On-Line Characters Recognition System

Autor: Redouane Tlemsani, Khadidja Belbachir

Publikováno v: ACIT

This work presents survey, implementation and test for a neural network: TDNN (Time Delay Neural Network), applied to on-line handwritten recognition characters. In this work, we present a recognizer conception for on-line Arabic handwriting. On-line

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::80fae1adf8a1130f0179da6892f49296
https://doi.org/10.1109/acit.2018.8672673

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Developing a Mobile Learning Approach in Platform LMS INTTIC

Autor: Redouane Tlemsani, S.M. Rerbal, Belkacem Kouninef, A. Lotfi

Publikováno v: Information Technology Journal. 11:1131-1137

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c7686fa69dbe9695a8244518071cdf06
https://doi.org/10.3923/itj.2012.1131.1137

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On-Line Arabic Characters Recognition Using Enhanced Time Delay Neural Networks

Autor: Abdelkader Benyettou, Samir Benbakreti, Redouane Tlemsani

Publikováno v: International Journal on Communications Antenna and Propagation (IRECAP). 7:254

This paper concerns with the online recognition of isolated hand writing Arabic characters, through, the interpretation of a script presented by a pen trajectory. This technique was generally used in the electronic organizers of Personal Digital Assi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1addba23f8b7e7979ed81fbee6555a9f
https://doi.org/10.15866/irecap.v7i4.13204

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Improved Dynamic Bayesian Networks Applied to Arabic on Line Characters Recognition

Autor: Redouane Tlemsani, Abdelkader Benyettou

Work is in on line Arabic character recognition and the principal motivation is to study the Arab manuscript with on line technology. This system is a Markovian system, which one can see as like a Dynamic Bayesian Network (DBN). One of the major inte

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c116fddb2112a8483647da5c25ccaf3c

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Gait recognition based on model-based methods and deep belief networks

Autor: Mohamed Benouis, Mohamed Senouci, Redouane Tlemsani, Lotfi Mostefai

Publikováno v: International Journal of Biometrics. 8:237

The sensitivity to illumination variations, pose, gender, age, clothing and any another source of changes, can be one of the most important challenges, in gait recognition system. In this paper, we adopt many approaches to extract signatures of human

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b2fefcd021cc06913418de29883bd136
https://doi.org/10.1504/ijbm.2016.082598

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