الرئيسية › دليل الباحثين › Moncef Garouani

Moncef Garouani

الانتماء : Centre National de la Recherche Scientifique · Université Toulouse-I-Capitole · Institut de Recherche en Informatique de Toulouse · Université Toulouse Capitole

• 14منشورات (انتماء فرنسي)
• 68مجموع المنشورات
• 377الاستشهادات
• 11مؤشر h

ORCIDOpenAlex

مجالات البحث

• Explainable Artificial Intelligence (XAI)
• Machine Learning and Data Classification
• Recommender Systems and Techniques
• Information Retrieval and Search Behavior
• Machine Learning in Materials Science

المنشورات (14)

• Autism Spectrum Disorder Detection Through Connectivity Analysis and Feature Selection
  2026 · Lecture notes in networks and systems
• A Comprehensive Study on Explainable Energy Consumption Patterns in Smart Buildings
  2024 · HAL
• Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms
  2023 · Journal Of Big Data · استُشهد به 18 مرة
• Evaluation of AutoML Tools for Manufacturing Applications
  2023 · Lecture notes in mechanical engineering · استُشهد به 3 مرة
• Version [2.0]- [AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data]
  2023 · SoftwareX · استُشهد به 2 مرة
• Towards big industrial data mining through explainable automated machine learning
  2022 · The International Journal of Advanced Manufacturing Technology · استُشهد به 71 مرة
• Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data
  2022 · Journal Of Big Data · استُشهد به 42 مرة
• Towards Meta-Learning Based Data Analytics to Better Assist the Domain Experts in Industry 4.0
  2022 · Lecture notes on data engineering and communications technologies · استُشهد به 11 مرة
• Leveraging the Automated Machine Learning for Arabic Opinion Mining: A Preliminary Study on AutoML Tools and Comparison to Human Performance
  2022 · Lecture notes in networks and systems · استُشهد به 7 مرة
• Toward an Automatic Assistance Framework for the Selection and Configuration of Machine Learning Based Data Analytics Solutions in Industry 4.0
  2022 · Lecture notes in networks and systems · استُشهد به 6 مرة
• Product defect detection based on convolutional autoencoder and one-class classification
  2022 · IAES International Journal of Artificial Intelligence · استُشهد به 5 مرة
• Scalable Meta-Bayesian Based Hyperparameters Optimization for Machine Learning
  2022 · Communications in computer and information science · استُشهد به 4 مرة
• AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data
  2021 · SoftwareX · استُشهد به 30 مرة
• Towards the Automation of Industrial Data Science: A Meta-learning based Approach
  2021 · International Conference on Enterprise Information Systems · استُشهد به 19 مرة

مجلات النشر

• Lecture notes in networks and systems × 3
• Journal Of Big Data × 2
• SoftwareX × 2
• HAL × 1
• Lecture notes in mechanical engineering × 1
• The International Journal of Advanced Manufacturing Technology × 1

المنشورات حسب السنة

• 20261
• 20241
• 20233
• 20227
• 20212

التعاون العلمي

المؤسسات الشريكة : Laboratoire d’Informatique Signal et Image de la Côte d’Opale · University of Hassan II Casablanca

بلدان المؤلفين المشاركين : المغرب

المؤلفون المشاركون

• Mourad Bouneffa
• Adeel Ahmad
• Grégory Bourguin
• Arnaud Lewandowski
• Franck Ravat

البيانات البيبليوغرافية مصدرها OpenAlex (قاعدة مفتوحة).