A Lightweight Middleware for Developing P2P Applications with Component and Service-Based Principles. - Ayoub Ait Lahcen; Didier Parigot (CSE, 2012)

Defining and Analyzing P2P Applications with a Data-Dependency Formalism. - Ayoub Ait Lahcen; Didier Parigot; Salma Mouline (PDCAT, 2012)

Developing Component-Based Applications with a Data-Centric Approach and within a Service-Oriented P2P Architecture: Specification, Analysis and Middleware. (Développement d'Applications à Base de Composants avec une Approche Centrée sur les Données et dans une Architecture Orientée Service et Pair-à-Pair : Spécification, Analyse et Intergiciel). - Ayoub Ait Lahcen (2012)

Using a Residential Environment Domain Ontology for Discovering and Integrating Smart Objects in Complex Scenarios. - Abdaladhem Albreshne; Ayoub Ait Lahcen; Jacques Pasquier (ANT/SEIT, 2014)

A new recommendation algorithm for reducing dimensionality and improving accuracy. - Badr Ait Hammou; Ayoub Ait Lahcen; Driss Aboutajdine (AICCSA, 2016)

Detection and elimination of class noise in large datasets using partitioning filter technique. - Btissam Zerhari; Ayoub Ait Lahcen; Salma Mouline (CIST, 2016)

Data-Dependency Formalism for Developing Peer-to-Peer Applications. - Ayoub Ait Lahcen; Didier Parigot; Salma Mouline (Comput. Informatics, 2017)

FRAIPA: A fast recommendation approach with improved prediction accuracy. - Badr Ait Hammou; Ayoub Ait Lahcen (Expert Syst. Appl., 2017)

NoSQL databases for big data. - Ahmed Oussous; Fatima-Zahra Benjelloun; Ayoub Ait Lahcen; Samir Belfkih (Int. J. Big Data Intell., 2017)

Improving Sentiment Analysis of Moroccan Tweets Using Ensemble Learning. - Ahmed Oussous; Ayoub Ait Lahcen; Samir Belfkih (BDCA, 2018)

A Concise Survey on Content Recommendations. - Mehdi Srifi; Badr Ait Hammou; Ayoub Ait Lahcen; Salma Mouline (BDCA, 2018)

Context Aware Recommender Systems for Tourism: A Concise Review. - Asmae Bentaleb; Younes El Bouzekri; Ayoub Ait Lahcen; Mohammed Boulmalf (CIST, 2018)

Big Data technologies: A survey. - Ahmed Oussous; Fatima-Zahra Benjelloun; Ayoub Ait Lahcen; Samir Belfkih (J. King Saud Univ. Comput. Inf. Sci., 2018)

APRA: An approximate parallel recommendation algorithm for Big Data. - Badr Ait Hammou; Ayoub Ait Lahcen; Salma Mouline (Knowl. Based Syst., 2018)

A Distributed Ensemble of Deep Convolutional Neural Networks with Random Forest for Big Data Sentiment Analysis. - Badr Ait Hammou; Ayoub Ait Lahcen; Salma Mouline (MSPN, 2019)

Impact of Text Pre-processing and Ensemble Learning on Arabic Sentiment Analysis. - Ahmed Oussous; Ayoub Ait Lahcen; Samir Belfkih (NISS, 2019)

A distributed group recommendation system based on extreme gradient boosting and big data technologies. - Badr Ait Hammou; Ayoub Ait Lahcen; Salma Mouline (Appl. Intell., 2019)

FRAIPA version 2: A fast recommendation approach based on self-adaptation and multi-thresholding. - Badr Ait Hammou; Ayoub Ait Lahcen; Salma Mouline (Expert Syst. Appl., 2019)

An effective distributed predictive model with Matrix factorization and random forest for Big Data recommendation systems. - Badr Ait Hammou; Ayoub Ait Lahcen; Salma Mouline (Expert Syst. Appl., 2019)

MIPCNF: Multi-iterative partitioning class noise filter. - Btissam Zerhari; Ayoub Ait Lahcen; Salma Mouline (J. Intell. Fuzzy Syst., 2019)

Recommender Systems Based on Collaborative Filtering Using Review Texts - A Survey. - Mehdi Srifi; Ahmed Oussous; Ayoub Ait Lahcen; Salma Mouline (Inf., 2020)

Towards a real-time processing framework based on improved distributed recurrent neural network variants with fastText for social big data analytics. - Badr Ait Hammou; Ayoub Ait Lahcen; Salma Mouline (Inf. Process. Manag., 2020)

ASA: A framework for Arabic sentiment analysis. - Ahmed Oussous; Fatima-Zahra Benjelloun; Ayoub Ait Lahcen; Samir Belfkih (J. Inf. Sci., 2020)

Evaluation of recent advances in recommender systems on Arabic content. - Mehdi Srifi; Ahmed Oussous; Ayoub Ait Lahcen; Salma Mouline (J. Big Data, 2021)

Improving outliers detection in data streams using LiCS and voting. - Fatima-Zahra Benjelloun; Ahmed Oussous; Amine Bennani; Samir Belfkih; Ayoub Ait Lahcen (J. King Saud Univ. Comput. Inf. Sci., 2021)

A novel deep learning-based recommender system for Arabic content. - Mehdi Srifi; Ahmed Oussous; Ayoub Ait Lahcen; Salma Mouline (J. Intell. Fuzzy Syst., 2022)

Forwarding strategies in vehicular named data networks: A survey. - Kaoutar Ahed; Maria Benamar; Ayoub Ait Lahcen; Rajae El Ouazzani (J. King Saud Univ. Comput. Inf. Sci., 2022)

Big data analytics in telecommunications: Governance, architecture and use cases. - Mohamed Zouheir Kastouni; Ayoub Ait Lahcen (J. King Saud Univ. Comput. Inf. Sci., 2022)

An Evaluation of Open Source Adaptive Learning Solutions. - Ahmed Oussous; Ismail Menyani; Mehdi Srifi; Ayoub Ait Lahcen; Smail Kheraz; Fatima-Zahra Benjelloun (Inf., 2023)

XGBoost To Enhance Learner Performance Prediction. - Soukaina Hakkal; Ayoub Ait Lahcen (Comput. Educ. Artif. Intell., 2024)

Leveraging graph neural network for learner performance prediction. - Soukaina Hakkal; Ayoub Ait Lahcen (Expert Syst. Appl., 2025)