Concepedia

Moncef Garouani

MG

5

Publications

161

Citations

5

H-Index

2021

Active since

Affiliations

Université du littoral côte d'opale(Current)

Laboratoire d’Informatique Signal et Image de la Côte d’Opale

Institut des Hautes Études de Management

University of Hassan II Casablanca

Université Toulouse-I-Capitole

Moncef Garouani is an author at Université du littoral côte d'opale specializing in knowledge discovery, predictive analytics, and computer science.

Top concepts

Big DataData MiningEngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryPredictive AnalyticsIndustrial InformaticsExplainable Ai

Publications per year

2021–2023

5

Publications

5

Towards big industrial data mining through explainable automated machine learning

Moncef Garouani, Adeel Ahmad, Mourad Bouneffa et al. · The International Journal of Advanced Manufacturing Technology · 2022 · 64 citations · Full text

Engineering, Machine Learning, Data Science +11

Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data

Moncef Garouani, Adeel Ahmad, Mourad Bouneffa et al. · Journal Of Big Data · 2022 · 40 citations · Full text

AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data

Moncef Garouani, Adeel Ahmad, Mourad Bouneffa et al. · SoftwareX · 2021 · 28 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Towards the Automation of Industrial Data Science: A Meta-learning based Approach

Moncef Garouani, Adeel Ahmad, Mourad Bouneffa et al. · 2021 · 16 citations · Full text

Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms

Moncef Garouani, Adeel Ahmad, Mourad Bouneffa et al. · Journal Of Big Data · 2023 · 13 citations · Full text

Rows per page

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