Brahim Ouhbi

According to our database, Brahim Ouhbi authored at least 66 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

LeaDCD: Leadership concept-based method for community detection in social networks.

Elyazid Akachar, Yahya Bougteb, Brahim Ouhbi, Bouchra Frikh

Inf. Sci., 2025

2023

EXABSUM: a new text summarization approach for generating extractive and abstractive summaries.

Zakariae Alami Merrouni, Bouchra Frikh, Brahim Ouhbi

J. Big Data, December, 2023

Attention-Based Recurrent Neural Network for Multicriteria Recommendations.

Yahya Bougteb, Bouchra Frikh, Brahim Ouhbi, El Moukhtar Zemmouri

Proceedings of the Intelligent Systems and Applications, 2023

Tag2Seq: Enhancing Session-Based Recommender Systems with Tag-Based LSTM.

Yahya Bougteb, Elyazid Akachar, Brahim Ouhbi, Bouchra Frikh

Proceedings of the Information Integration and Web Intelligence, 2023

NI-MLA: Node Importance based Multi-level Label Assignment strategy for community detection in sparse social graphs.

Elyazid Akachar, Yahya Bougteb, Meriem Adraoui, Brahim Ouhbi, Bouchra Frikh

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

State of the Art Literature on Anti-money Laundering Using Machine Learning and Deep Learning Techniques.

Youssef Bekach, Bouchra Frikh, Brahim Ouhbi

Proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision, 2023

A Deep Neural Network Architecture for Extracting Contextual Information.

Zakariae Alami Merrouni, Bouchra Frikh, Brahim Ouhbi

Proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision, 2023

2022

Evolutionary DRL Environment: Transfer Learning-Based Genetic Algorithm.

Badr Hirchoua, Imadeddine Mountasser, Brahim Ouhbi, Bouchra Frikh

J. Data Intell., 2022

A Deep Autoencoder-Based Hybrid Recommender System.

Yahya Bougteb, Brahim Ouhbi, Bouchra Frikh, Elmoukhtar Zemmouri

Int. J. Mob. Comput. Multim. Commun., 2022

HAKE: an Unsupervised Approach to Automatic Keyphrase Extraction for Multiple Domains.

Zakariae Alami Merrouni, Bouchra Frikh, Brahim Ouhbi

Cogn. Comput., 2022

2021

ACSIMCD: A 2-phase framework for detecting meaningful communities in dynamic social networks.

Elyazid Akachar, Brahim Ouhbi, Bouchra Frikh

Future Gener. Comput. Syst., 2021

Deep reinforcement learning based trading agents: Risk curiosity driven learning for financial rules-based policy.

Badr Hirchoua, Brahim Ouhbi, Bouchra Frikh

Expert Syst. Appl., 2021

Semantic-based Big Data integration framework using scalable distributed ontology matching strategy.

Imadeddine Mountasser, Brahim Ouhbi, Ferdaous Hdioud, Bouchra Frikh

Distributed Parallel Databases, 2021

Evolutionary Deep Reinforcement Learning Environment: Transfer Learning-Based Genetic Algorithm.

Badr Hirchoua, Imadeddine Mountasser, Brahim Ouhbi, Bouchra Frikh

Proceedings of the iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021, 2021

Rules Extraction and Deep Learning for e-Commerce Fraud Detection.

Youssef Bekach, Bouchra Frikh, Brahim Ouhbi

Proceedings of the 6th IEEE Congress on Information Science and Technology, 2021

Uncertainty Quantification in Deep Learning Context: Application to Insurance.

Mouad Ablad, Bouchra Frikh, Brahim Ouhbi

Proceedings of the 6th IEEE Congress on Information Science and Technology, 2021

Dynamic Knowledge Capitalization in Big Data Context: Monte Carlo Tree Search Based Reinforcement Learning.

Badr Hirchoua, Brahim Ouhbi, Bouchra Frikh

Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2021

A Deep Autoencoder Based Multi-Criteria Recommender System.

Yahya Bougteb, Brahim Ouhbi, Bouchra Frikh, El Moukhtar Zemmouri

Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2021

2020

A New Knowledge Capitalization Framework in the Big Data Context Through Shared Parameters Experiences.

Badr Hirchoua, Brahim Ouhbi, Bouchra Frikh, Ismail Khalil

Trans. Large Scale Data Knowl. Centered Syst., 2020

Automatic keyphrase extraction: a survey and trends.

Zakariae Alami Merrouni, Bouchra Frikh, Brahim Ouhbi

J. Intell. Inf. Syst., 2020

A new algorithm for detecting communities in social networks based on content and structure information.

Elyazid Akachar, Brahim Ouhbi, Bouchra Frikh

Int. J. Web Inf. Syst., 2020

Big Data Research in the Tourism Industry: Requirements and Challenges.

Imadeddine Mountasser, Brahim Ouhbi, Bouchra Frikh, Ferdaous Hdioud

Int. J. Mob. Comput. Multim. Commun., 2020

Rules Based Policy for Stock Trading: A New Deep Reinforcement Learning Method.

Badr Hirchoua, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, 2020

2019

Expertise-based consensus building for MCGDM with hesitant fuzzy linguistic information.

Hamza Sellak, Brahim Ouhbi, Bouchra Frikh, Badr Ikken

Inf. Fusion, 2019

Feature selection methods for document clustering: a comparative study and a hybrid solution.

Asmaa Benghabrit, Brahim Ouhbi, Bouchra Frikh, El Moukhtar Zemmouri, Hicham Behja

Int. J. Data Anal. Tech. Strateg., 2019

Dynamic Rules Extraction in Big Data Context for Knowledge Capitalization Systems.

Badr Hirchoua, Brahim Ouhbi, Bouchra Frikh

Proceedings of the Ambient Intelligence, 2019

Data Source Selection in Big Data Context.

Hicham M. Safhi, Bouchra Frikh, Brahim Ouhbi

Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

2018

Recommendation using a clustering algorithm based on a hybrid features selection method.

Ferdaous Hdioud, Bouchra Frikh, Brahim Ouhbi, Imadeddine Mountasser, Asmaa Benghabrit

J. Intell. Inf. Syst., 2018

A knowledge-based outranking approach for multi-criteria decision-making with hesitant fuzzy linguistic term sets.

Hamza Sellak, Brahim Ouhbi, Bouchra Frikh

Appl. Soft Comput., 2018

Community detection in social networks using structural and content information.

Elyazid Akachar, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 20th International Conference on Information Integration and Web-based Applications & Services, 2018

Deep Learning Based Recommender Systems.

Brahim Ouhbi, Bouchra Frikh, El Moukhtar Zemmouri, Abdellwahed Abbad

Proceedings of the 5th IEEE International Congress on Information Science and Technology, 2018

2017

Data Intelligence in the Context of Big Data: A Survey.

Hicham M. Safhi, Bouchra Frikh, Badr Hirchoua, Brahim Ouhbi, Ismail Khalil

J. Mobile Multimedia, 2017

Editorial.

Brahim Ouhbi, Amine Berqla

J. Mobile Multimedia, 2017

Learning domain taxonomies: the TaxoLine approach.

Omar El Idrissi Esserhrouchni, Bouchra Frikh, Brahim Ouhbi, Ismail Khalil Ibrahim

Int. J. Web Inf. Syst., 2017

Multi-Criteria Recommender Systems: A Survey and a Method to Learn New User's Profile.

Ferdaous Hdioud, Bouchra Frikh, Brahim Ouhbi, Ismail Khalil

Int. J. Mob. Comput. Multim. Commun., 2017

Energy planning under uncertain decision-making environment: An evidential reasoning approach to prioritize renewable energy sources.

Hamza Sellak, Brahim Ouhbi, Bouchra Frikh

Inteligencia Artif., 2017

Adaptive semi-supervised consensus model for multi-criteria large group decision making in a linguistic setting.

Ivan Palomares, Hamza Sellak, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

A new knowledge capitalization framework in big data context.

Badr Hirchoua, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services, 2017

Multi-criteria decision analysis based on hesitant fuzzy linguistic term sets: Application in photovoltaic technologies assessment.

Hamza Sellak, Brahim Ouhbi, Bouchra Frikh

Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Parallel Markov-based Clustering Strategy for Large-scale Ontology Partitioning.

Imadeddine Mountasser, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

2016

Energy Planning Decision-Making Under Uncertainty Based on the Evidential Reasoning Approach.

Hamza Sellak, Brahim Ouhbi, Bouchra Frikh

Proceedings of the Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection, 2016

A hybrid feature selection rule measure and its application to systematic review.

Brahim Ouhbi, Mostafa Kamoune, Bouchra Frikh, El Moukhtar Zemmouri, Hicham Behja

Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services, 2016

Hybrid large-scale ontology matching strategy on big data environment.

Imadeddine Mountasser, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services, 2016

Supplier selection problem: A mathematical models story.

Hanane Assellaou, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

Automatic keyphrase extraction: An overview of the state of the art.

Zakariae Alami Merrouni, Bouchra Frikh, Brahim Ouhbi

Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

CCSD and TOPSIS methodology for selecting supplier in a paper company.

Hanane Assellaou, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

A comparative study of some algorithms for detecting communities in social networks.

Akachar Elyazid, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

2015

Towards an Intelligent Decision Support System for Renewable Energy management.

Hamza Sellak, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

From data to wisdom: A new multi-layer prototype for Big Data management process.

Imadeddine Mountasser, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Using rule-based classifiers in systematic reviews: a semantic class association rules approach.

Hamza Sellak, Brahim Ouhbi, Bouchra Frikh

Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, 2015

Collaborative Filtering with Hybrid Clustering Integrated Method to Address New-Item Cold-Start Problem.

Ferdaous Hdioud, Bouchra Frikh, Asmaa Benghabrit, Brahim Ouhbi

Proceedings of the Intelligent Distributed Computing IX - Proceedings of the 9th International Symposium on Intelligent Distributed Computing, 2015

OntologyLine: A New Framework for Learning Non-taxonomic Relations of Domain Ontology.

Omar El Idrissi Esserhrouchni, Bouchra Frikh, Brahim Ouhbi

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2015

Learning Non-taxonomic Relationships of Financial Ontology.

Omar El Idrissi Esserhrouchni, Bouchra Frikh, Brahim Ouhbi

Proceedings of the KEOD 2015, 2015

2014

Goal Driven Approach to Model Interaction between Viewpoints of a Multi-view KDD Process.

El Moukhtar Zemmouri, Hicham Behja, Brahim Ouhbi, Brigitte Trousse, Abdelaziz Marzak, Youssef Benghabrit

J. Mobile Multimedia, 2014

Web Algorithms for Information Retrieval: A Performance Comparative Study.

Bouchra Frikh, Brahim Ouhbi

Int. J. Mob. Comput. Multim. Commun., 2014

HCHIRSIMEX: An extended method for domain ontology learning based on conditional mutual information.

Omar El Idrissi, Bouchra Frikh, Brahim Ouhbi

Proceedings of the Third IEEE International Colloquium in Information Science and Technology, 2014

Exploiting statistical and semantic information for document clustering: An evaluation on feature selection.

Asmaa Benghabrit, Brahim Ouhbi, El Moukhtar Zemmouri, Bouchra Frikh, Hicham Behja

Proceedings of the Third IEEE International Colloquium in Information Science and Technology, 2014

2013

Multi-Criteria Recommender Systems based on Multi-Attribute Decision Making.

Ferdaous Hdioud, Bouchra Frikh, Brahim Ouhbi

Proceedings of the 15th International Conference on Information Integration and Web-based Applications & Services, 2013

Text Document Clustering with Hybrid Feature Selection.

Asmaa Benghabrit, Bouchra Frikh, Brahim Ouhbi, El Moukhtar Zemmouri, Hicham Behja

Proceedings of the 15th International Conference on Information Integration and Web-based Applications & Services, 2013

2012

Plugin of Recommendation Based on a Hybrid Method for the Ranking of Documents in the E-Learning Platforms.

Hicham Moutachaouik, Hassan Douzi, Abdelaziz Marzak, Hicham Behja, Brahim Ouhbi

Proceedings of the Image and Signal Processing - 5th International Conference, 2012

A comparison study of some algorithms in Recommender Systems.

Ferdaous Hdioud, Bouchra Frikh, Brahim Ouhbi

Proceedings of the 2012 Colloquium in Information Science and Technology, 2012

2011

A New Methodology for Domain Ontology Construction from the Web.

Bouchra Frikh, Ahmed Said Djaanfar, Brahim Ouhbi

Int. J. Artif. Intell. Tools, 2011

A Hybrid Method for Domain Ontology Construction from the Web.

Bouchra Frikh, Ahmed Said Djaanfar, Brahim Ouhbi

Proceedings of the KEOD 2011, 2011

2010

A Domain Ontology Learning from Web Documents.

Ahmed Said Djaanfar, Bouchra Frikh, Brahim Ouhbi

Proceedings of the Intelligent Distributed Computing IV - Proceedings of the 4th International Symposium on Intelligent Distributed Computing, 2010

2009

An intelligent surfer model combining web contents and links based on simultaneous multiple-term query.

Bouchra Frikh, Ahmad Said Djanfar, Brahim Ouhbi

Proceedings of the 7th IEEE/ACS International Conference on Computer Systems and Applications, 2009

2007

The expected cumulative operational time for finite semi-Markov systems and estimation.

Brahim Ouhbi, Ali Boudi, Mohamed Tkiouat

RAIRO Oper. Res., 2007