Publications

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

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.

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

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

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