BENCHAREF Omar - Profil du chercheur

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Informations du chercheur

Nom complet

BENCHAREF Omar

Grade

Spécialité

Informatique

Thématique de recherche

Intelligence artificielle , IT in tourisme and finance

Laboratoire

Laboratoire d’Ingénierie Informatique et Systèmes

Établissement

Faculte des Sciences et Techniques Gueliz

Ouvrages (3 au total)

How SMEs Can Innovate and Accelerate Growth

Auteur: Omar BENCHAREF, SOULAIMANE KALOUN

Année: 2025

Éditeur: Our Knowledge Publishing

Procedding of the 2018 International Symposium on Advanced Electrical and Communication Technologies (ISAECT) (pp. 1-5).

Auteur: BENCHAREF Omar, B. Daniel, G. C. Zineb, B., Aida C. J.

Année: 2018

Éditeur: IEEE

Proceedings - Computer Graphics, Imaging and Visualization: New Techniques and Trends, CGiV 2016

Auteur: Oujaoura, M.El Ayachi, R., Minaoui B., Fakir,M., Bencharef OMAR

Année: 2016

Éditeur: IEEE Computer Society

Projets (1 au total)

Digital bridges

Type: Non spécifié

Début: 07/07/2025

Fin: 31/12/2027

Organisme financeur:

Projet européen

Publications (35 au total)

Particle swarm optimization for beamforming design in a cognitive radio

Auteur: Mossaab Atzemourt, Younes Chihab, Omar Bencharef, Zakaria Hachkar

Revue: Indonesian Journal of Electrical Engineering and Computer Science

Année: 2025

DOI: 10.11591/ijeecs.v37.i1.pp154-163

A Scenario Case Study of a Recommender System Designed Using Various Collaborative Filtering Algorithm Techniques

Auteur: Oumaima Stitini, Soulaimane Kaloun, Omar Bencharef

Revue: Communications in Computer and Information Science

Année: 2025

DOI: 10.1007/978-3-031-93448-3_9

Combining IoMT and XAI for Enhanced Triage Optimization: An MQTT Broker Approach with Contextual Recommendations for Improved Patient Priority Management in Healthcare

Auteur: Oumaima Stitini, Fathia Ouakasse, Said Rakrak, Soulaimane Kaloun, Omar Bencharef

Revue: International Journal of Online and Biomedical Engineering (iJOE)

Année: 2024

DOI: 10.3991/ijoe.v20i07.47483

An improved self-training model to detect fake news categories using multi-class classification of unlabeled data: fake news classification with unlabeled data

Auteur: Stitini, Oumaima a Send mail to Stitini Oumaima, Kaloun, Soulaimane , Bencharef Omar , Qassimi, Sara

Revue: International Journal of Systematic Innovation

Année: 2024

DOI: 10.6977/IJoSI.202403_8(1)0002

Towards a robust solution to mitigate all content-based filtering draw-backs within a recommendation system

Auteur: Stitini Oumaima, Kaloun, Soulaimane Kaloun , Bencharef Omar

Revue: International Journal of Systematic Innovation

Année: 2023

DOI: 10.6977/IJoSI.202309_7(7).0006

Effect of word embedding vector dimensionality on sentiment analysis through short and long texts

Auteur: Mohamed Chiny, Marouane Chihab, Abdelkarim Ait Lahcen, Omar Bencharef, Younes Chihab

Revue: IAES International Journal of Artificial Intelligence (IJ-AI)

Année: 2023

DOI: 10.11591/ijai.v12.i2.pp823-830

Financial Time Series Forecasting: A Data Stream Mining-Based System

Auteur: Zineb Bousbaa, Javier Sanchez-Medina, Omar Bencharef

Revue: Electronics

Année: 2023

DOI: 10.3390/electronics12092039

Towards Ideal and Efficient Recommendation Systems Based on the Five Evaluation Concepts Promoting Serendipity

Auteur: Oumaima Stitini, Iván García-Magariño, Soulaimane Kaloun, Omar Bencharef

Revue: Journal of Advances in Information Technology

Année: 2023

DOI: 10.12720/jait.14.4.701-717

The Use of a Genetic Algorithm to Alleviate the Limited Content Issue in a Content-Based Recommendation System

Auteur: Oumaima Stitini, Soulaimane Kaloun, Omar Bencharef

Revue: Artificial Intelligence and Smart Environment

Année: 2023

DOI: 10.1007/978-3-031-26254-8_112

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Communications (5 au total)

Multi-blockchain Scheme Based on IoT and Smart Contracts in the Agricultural Field for Data Management

Manifestation: International Conference on Advanced Intelligent Systems for Sustainable Development

Date: 2023

Organisation: vol. undefined, issue undefined, p. 55-63

Metaheuristics for Financial Investment Strategies: Applications Survey

Manifestation: 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)

Date: 2023

Organisation: vol. undefined, issue undefined, p. undefined

A Survey on how computer vision can response to urgent need to contribute in COVID-19 pandemics

Manifestation: IEEE Xplore

Date: 2020

Organisation: IEEE Xplore: 23 September

The Recommendation of a Practical Guide for Doctoral Students Using Recommendation System Algorithms in the Education Fiel

Manifestation: Lecture Notes in Networks and Systems, vol 183. Springer, Cham

Date: 2020

Organisation: vol 183 - Pages 240-254

A combination of regression techniques and cuckoo search algorithm for FOREX Speculation

Manifestation: World Conference on Information Systems and Technologies

Date: 2017-04-11

Organisation: Porto santo, Portugal

Thèses (3 au total)

Text Mining in Big Data AnalyticsToward a Nearly-Unsupervised Topic Modelling Approach

Auteur: Ali Twil

Directeur: Omar BENCHAREF

Soutenance: 2024

MISE EN PLACE DE SYSTEMES DE RECOMMANDATION: ETUDES DE CAS

Auteur: Hana JAMALI

Directeur: Omar BENCHAREF

Soutenance: 2023

Data Sciences Algorithms Adaptation for Stream Mining : Application on the Forex Market

Auteur: Zineb Bousbaa

Directeur: Omar BENCHAREF

Soutenance: 2023

Informations du chercheur

Nom complet

Grade

Spécialité

Thématique de recherche

Laboratoire

Établissement

Ouvrages (3 au total)

How SMEs Can Innovate and Accelerate Growth

Procedding of the 2018 International Symposium on Advanced Electrical and Communication Technologies (ISAECT) (pp. 1-5).

Proceedings - Computer Graphics, Imaging and Visualization: New Techniques and Trends, CGiV 2016

Projets (1 au total)

Digital bridges

Publications (35 au total)

Particle swarm optimization for beamforming design in a cognitive radio

A Scenario Case Study of a Recommender System Designed Using Various Collaborative Filtering Algorithm Techniques

Combining IoMT and XAI for Enhanced Triage Optimization: An MQTT Broker Approach with Contextual Recommendations for Improved Patient Priority Management in Healthcare

An improved self-training model to detect fake news categories using multi-class classification of unlabeled data: fake news classification with unlabeled data

Towards a robust solution to mitigate all content-based filtering draw-backs within a recommendation system

Effect of word embedding vector dimensionality on sentiment analysis through short and long texts

Financial Time Series Forecasting: A Data Stream Mining-Based System

Towards Ideal and Efficient Recommendation Systems Based on the Five Evaluation Concepts Promoting Serendipity

The Use of a Genetic Algorithm to Alleviate the Limited Content Issue in a Content-Based Recommendation System

Communications (5 au total)

Multi-blockchain Scheme Based on IoT and Smart Contracts in the Agricultural Field for Data Management

Metaheuristics for Financial Investment Strategies: Applications Survey

A Survey on how computer vision can response to urgent need to contribute in COVID-19 pandemics

The Recommendation of a Practical Guide for Doctoral Students Using Recommendation System Algorithms in the Education Fiel

A combination of regression techniques and cuckoo search algorithm for FOREX Speculation

Thèses (3 au total)

Text Mining in Big Data Analytics Toward a Nearly-Unsupervised Topic Modelling Approach

MISE EN PLACE DE SYSTEMES DE RECOMMANDATION: ETUDES DE CAS

Data Sciences Algorithms Adaptation for Stream Mining : Application on the Forex Market

Text Mining in Big Data AnalyticsToward a Nearly-Unsupervised Topic Modelling Approach