Publications
IoT-AID: An Automated Decision Support Framework for IoT
SN Computer Science
Published on March 7, 2024 by Mohammad Choaib, Moncef Garouani, Mourad Bouneffa, Nicolas Waldhoff and Yasser Mohanna
Automated Machine Learning Hyperparameters Tuning through Meta-Guided Bayesian Optimization
Progress in Artificial Intelligence
Published on January 19, 2024 by Moncef Garouani and Mourad Bouneffa
AMLBID 2.0: An auto-explained Automated Machine Learning tool for Big Industrial Data
SoftwareX
Published on June 14, 2023 by Moncef Garouani, Mourad Bouneffa, Adeel Ahmad and al.
Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms
Journal of Big Data
Published on February 3, 2023 by Moncef Garouani, Adeel Ahmad, Mourad Bouneffa and al.
Product defect detection based on convolutional autoencoder and one-class classification
The IAES International Journal of Artificial Intelligence
Published on August 16, 2022 by Meryem Chaabi, Mohamed Hamlich and Moncef Garouani
Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data
Journal of Big Data
Published on April 29, 2022 by Moncef Garouani, Adeel Ahmad, Mourad Bouneffa and al.
Towards big industrial data mining through explainable automated machine learning
The International Journal of Advanced Manufacturing Technology
Published on February 10, 2022 by Moncef Garouani, Adeel Ahmad, Mourad Bouneffa and al.
AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data
SoftwareX
Published on September 27, 2021 by Moncef Garouani, Adeel Ahmad, Mourad Bouneffa and al.
A Survey and Perspective View of Meta-Learning for Automated Algorithms Selection and Parametrization
Artificial Intelligence Review
Submitted by Moncef Garouani, Adeel Ahmad and Mourad Bouneffa
Can we predict QPP? An approach based on multivariate outliers
The 46th European Conference on Information Retrieval (ECIR)
Published on March 23, 2024 by Adrian-Gabriel Chifu, Sébastien Déjean, Moncef Garouani, Josiane Mothe, Diégo Ortiz and Md Zia Ullah
Unlocking the Black Box: Towards Interactive Explainable Automated Machine Learning
The 24th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL)
Published on November 15, 2023 by Moncef Garouani and Mourad Bouneffa
Automated Decision Support Framework for IoT: Towards a Cyber Physical Recommendation System
The 25th International Conference on Enterprise Information Systems(ICEIS)
Published on April 26, 2023 by Mohammad Choaib, Moncef Garouani, Mourad Bouneffa and et la.
Explaining Meta-Features Importance in Meta-Learning Through Shapley Values
The 25th International Conference on Enterprise Information Systems(ICEIS)
Published on April 25, 2023 by Moncef Garouani, Adeel Ahmad and Mourad Bouneffa
Scalable Meta-Bayesian Based Hyperparameters Optimization for Machine Learning
The 4th International Conference on Smart Applications and Data Analysis for Smart Cyber-Physical Systems (SADASC’22)
Published on September 24, 2022 by Moncef Garouani, Adeel Ahmad, Mourad Bouneffa and Mohamed Hamlich
Towards Meta-Learning Based Data Analytics to Better Assist the Domain Experts in Industry 4.0
The International Conference on Artificial Intelligence and Big Data in Digital Era
Published on May 19, 2022 by Moncef Garouani, Adeel Ahmad, Mourad Bouneffa and al.
Evaluation of AutoML tools for manufacturing applications
The 12th International Conference on Integrated Design and Production
Published on May 12, 2022 by Meryem Chaabi, Mohamed Hamlich and Moncef Garouani
Leveraging the Automated Machine Learning for Arabic Opinion Mining: A Preliminary Study on AutoML Tools and Comparison to Human Performance
The International Conference on Digital Technologies and Applications
Published on May 6, 2022 by Moncef Garouani and Kasun Zaysa
Towards an automatic assistance framework for the selection and configuration of machine-learning-based data analytics solutions in industry 4.0
The Fifth International Conference on Big Data and Internet of Things (BDIoT'21)
Published on March 19, 2022 by Moncef Garouani, Mohamed Hamlich, Adeel Ahmad, Mourad Bouneffa and al.
Towards a New Lexicon-Based Features Vector for Sentiment Analysis: Application to Moroccan Arabic Tweets
The International Conference on Information, Communication & Cybersecurity
Published on November 10, 2021 by Moncef Garouani and Jamal Kharroubi
Sentiment Analysis of Moroccan Tweets Using Text Mining
The International Conference on Digital Technologies and Applications
Published on April 28, 2021 by Moncef Garouani, Hanae Chrita and Jamal Kharroubi
Towards the Automation of Industrial Data Science: A Meta-learning based Approach
The 23rd International Conference on Enterprise Information Systems(ICEIS)
Published on April 28, 2021 by Moncef Garouani, Adeel Ahmad, Mourad Bouneffa and al.
MAC: An Open and Free Moroccan Arabic Corpus for Sentiment Analysis
The International Conference on Smart City Applications
Published on March 3, 2021 by Moncef Garouani and Jamal Kharroubi
AMLBID 2.0: An auto-explained Automated Machine Learning tool for Big Industrial Data
SoftwareX
Published on June 14, 2023 by Moncef Garouani, Mourad Bouneffa, Adeel Ahmad and al.
AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data
SoftwareX
Published on September 27, 2021 by Moncef Garouani, Adeel Ahmad, Mourad Bouneffa and al.
Towards Efficient and Explainable Automated Machine Learning Pipelines Design
The Autumn Institute in Artificial Intelligence and Explicability (IA2)
Published on October 27, 2021 by Moncef Garouani, Mourad Bouneffa and Adeel Ahmad
Towards Efficient and Explainable Automated Machine Learning Pipelines Design
PhD thesis - Laboratoire d’Informatique Signal et Image de la Côte d’Opale, Calais France
Published on September 27, 2022 by Moncef Garouani
Analyse des sentiments des tweets marocains par extraction de texte
Master thesis - Laboratoire Systèmes Intelligents et Applications, FST Fez
Published on June 18, 2019 by Moncef Garouani and Hanae Chrita
Application Web pour La Gestion Des Stagiaires
Bachelor thesis - Préfecture de Sefrou
Published on June 7, 2017 by Moncef Garouani and Aymane Bouali