Can we predict QPP? An approach based on multivariate outliers
Adrian-Gabriel Chifu, Sébastien Dejean, Moncef Garouani, Josiane Mothe, Diego Ortiz, et al.. Can we predict QPP? An approach based on multivariate outliers. 46th European Conference on Information Retrieval (ECIR 2024), Graham McDonald; Craig Macdonald; Iadh Ounis, Mar 2024, Glasgow, United Kingdom. à paraître. ⟨hal-04465059⟩
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Automated Decision Support Framework for IoT: Towards a Cyber Physical Recommendation System
Mohammad Choaib, Nicolas Waldhoff, Yasser Mohanna, Moncef Garouani, Mourad Mohamed Bouneffa, et al.. Automated Decision Support Framework for IoT: Towards a Cyber Physical Recommendation System. 25th International Conference on Enterprise Information Systems (ICEIS 2023), Apr 2023, Prague, Czech Republic. pp.365-373, ⟨10.5220/0011848900003467⟩. ⟨hal-04129196⟩
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Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms
Moncef Garouani, Adeel Ahmad, Mourad Mohamed Bouneffa, Mohamed Hamlich. Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms. Journal of Big Data, 2023, 10 (1), pp.14. ⟨10.1186/s40537-023-00687-7⟩. ⟨hal-03975536⟩
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Towards Meta-Learning Based Data Analytics to Better Assist the Domain Experts in Industry 4.0
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Gregory Bourguin, et al.. Towards Meta-Learning Based Data Analytics to Better Assist the Domain Experts in Industry 4.0. Artificial Intelligence in Data and Big Data Processing, Dec 2022, Ho Chi Minh, Vietnam. pp.265-277, ⟨10.1007/978-3-030-97610-1_22⟩. ⟨hal-03975794⟩
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Scalable Meta-Bayesian Based Hyperparameters Optimization for Machine Learning
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich. Scalable Meta-Bayesian Based Hyperparameters Optimization for Machine Learning. 4th International Conference on Smart Applications and Data analysis, SADASC 2022, Sep 2022, Marrakech (MA), Morocco. pp.173-186, ⟨10.1007/978-3-031-20490-6_14⟩. ⟨hal-03975774⟩
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Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Gregory Bourguin, et al.. Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data. Journal of Big Data, 2022, 9 (57), pp.20. ⟨10.1186/s40537-022-00612-4⟩. ⟨hal-03655423⟩
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Towards big industrial data mining through explainable automated machine learning
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Gregory Bourguin, et al.. Towards big industrial data mining through explainable automated machine learning. International Journal of Advanced Manufacturing Technology, 2022, ⟨10.1007/s00170-022-08761-9⟩. ⟨hal-03564107⟩
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Leveraging the Automated Machine Learning for Arabic Opinion Mining: A Preliminary Study on AutoML Tools and Comparison to Human Performance
Moncef Garouani, Kasun Zaysa. Leveraging the Automated Machine Learning for Arabic Opinion Mining: A Preliminary Study on AutoML Tools and Comparison to Human Performance. ICDTA 2022: Digital Technologies and Applications, Jan 2022, Fez, Morocco. pp.163-171, ⟨10.1007/978-3-031-02447-4_17⟩. ⟨hal-03670344⟩
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AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich. AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data. SoftwareX, 2022, 17, pp.100919. ⟨10.1016/j.softx.2021.100919⟩. ⟨hal-03484800⟩
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Towards meta-learning based data analytics to better assist the domain experts in industry 4.0
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Grégory Bourguin, et al.. Towards meta-learning based data analytics to better assist the domain experts in industry 4.0. The 2021 International Conference on Artificial Intelligence and Big Data in Digital Era (ICABDE), Dec 2021, Ho Chi Minh City, Vietnam. ⟨hal-03491690⟩
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Towards a New Lexicon-Based Features Vector for Sentiment Analysis: Application to Moroccan Arabic Tweets
Moncef Garouani, Jamal Kharroubi. Towards a New Lexicon-Based Features Vector for Sentiment Analysis: Application to Moroccan Arabic Tweets. The International Conference on Information, Communication & Cybersecurity, Nov 2021, Khouribga, Morocco. pp.67-76, ⟨10.1007/978-3-030-91738-8_7⟩. ⟨hal-03526196⟩
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MAC: An Open and Free Moroccan Arabic Corpus for Sentiment Analysis
Moncef Garouani, Jamal Kharroubi. MAC: An Open and Free Moroccan Arabic Corpus for Sentiment Analysis. SCA 2021: The 6th Smart City Applications International Conference, Oct 2021, Safranbolu, Turkey. pp.849-858, ⟨10.1007/978-3-030-94191-8_68⟩. ⟨hal-03670346⟩
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Towards Big Industrial Data Mining Through Explainable Automated Machine Learning
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Gregory Bourguin, et al.. Towards Big Industrial Data Mining Through Explainable Automated Machine Learning. 2021. ⟨hal-03491694⟩
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Towards the Automation of Industrial Data Science: A Meta-learning based Approach
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Arnaud Lewandowski, Gregory Bourguin, et al.. Towards the Automation of Industrial Data Science: A Meta-learning based Approach. 23rd International Conference on Enterprise Information Systems, Apr 2021, Online Streaming, France. pp.709-716, ⟨10.5220/0010457107090716⟩. ⟨hal-03484824⟩
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Towards an automatic assistance framework for the selection and configuration of machine-learning-based data analytics solutions in industry 4.0
Moncef Garouani, Mohamed Hamlich, Adeel Ahmad, Mourad Mohamed Bouneffa, Grégory Bourguin, et al.. 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), Mar 2021, Rabat, Morocco. pp.3-15. ⟨hal-03159685⟩
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Sentiment Analysis of Moroccan Tweets Using Text Mining
Moncef Garouani, Hanae Chrita, Jamal Kharroubi. Sentiment Analysis of Moroccan Tweets Using Text Mining. The 2021 International Conference on Digital Technologies and Applications, Jan 2021, Online Streaming, Morocco. ⟨10.1007/978-3-030-73882-2_54⟩. ⟨hal-03162936⟩
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