
MONCEF GAROUANI
35
Documents
Publications
Publications
IoT-AID: Leveraging XAI for Conversational Recommendations in Cyber-Physical Systems27th International Conference on Enterprise Information Systems, INSTICC : Institute for Systems and Technologies of Information, Control and Communication, Apr 2025, Porto, Portugal. pp.671-679, ⟨10.5220/0013497100003929⟩
Communication dans un congrès
hal-05068872
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Multimodal Explainable Automated Diagnosis of Autistic Spectrum DisorderESANN 2025, Apr 2025, Bruges (Belgium) and online, France. pp.329-334, ⟨10.14428/esann/2025.es2025-72⟩
Communication dans un congrès
hal-05043756
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Multimodal Explainable Automated Diagnosis of Autistic Spectrum Disorder33rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning(ESANN 2025), Apr 2025, Bruges, Belgium
Communication dans un congrès
hal-04933048
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Model Lake : a New Alternative for Machine Learning Model Management and Governance25th International Web Information Systems Engineering conference (WISE 2024), Dec 2024, Doha, Qatar. ⟨10.1007/978-981-96-0573-6_10⟩
Communication dans un congrès
hal-04700543
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Autism Spectrum Disorder Detection Through Connectivity Analysis and Feature SelectionInternational Conference on Digital Technologies and Applications ICDTA (2025), Apr 2025, Ifrane, Morocco
Communication dans un congrès
hal-04976105
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Can we predict QPP? An approach based on multivariate outliers46th European Conference on Information Retrieval (ECIR 2024), Mar 2024, Glasgow, United Kingdom. pp.458--467, ⟨10.1007/978-3-031-56063-7_38⟩
Communication dans un congrès
hal-04465059
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Prédictibilité de la prédiction de la performance des requêtes? Une approche basée sur les valeurs aberrantes multivariées19éme COnférence francophone en Recherche d’Information et Applications (CORIA 2024), Association ARIA, Apr 2024, La Rochelle, France. pp.458--467
Communication dans un congrès
hal-04580035
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IoT Sensor Selection in Cyber-Physical Systems: Leveraging Large Language Models as Recommender Systems10th International Conference on Control, Decision and Information Technologies (CoDIT 2024), Jul 2024, Valletta, Malta. pp.2516-2519, ⟨10.1109/CoDIT62066.2024.10708357⟩
Communication dans un congrès
hal-04599507
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A Comprehensive Study on Explainable Energy Consumption Patterns in Smart Buildings12th International Conference on New Technologies, Artificial Intelligence and Smart Data (INTIS 2024), May 2024, Tanger, Morocco
Communication dans un congrès
hal-04599511
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Investigating the Duality of Interpretability and Explainability in Machine Learning36th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2024), Oct 2024, Herndon, Virginia, United States. à paraître
Communication dans un congrès
hal-04700550
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Automated Decision Support Framework for IoT: Towards a Cyber Physical Recommendation System25th International Conference on Enterprise Information Systems (ICEIS 2023), Apr 2023, Prague, Czech Republic. pp.365-373, ⟨10.5220/0011848900003467⟩
Communication dans un congrès
hal-04129196
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Unlocking the Black Box: Towards Interactive Explainable Automated Machine Learning24th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2023), University of Evora, Nov 2023, Evora, Portugal. pp.458--469, ⟨10.1007/978-3-031-48232-8_42⟩
Communication dans un congrès
hal-04573629
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Explaining Meta-Features Importance in Meta-Learning Through Shapley Values25th International Conference on Enterprise Information Systems (ICEIS 2023), Apr 2023, Prague, France. pp.591--598, ⟨10.5220/0011986600003467⟩
Communication dans un congrès
hal-04573670
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Scalable Meta-Bayesian Based Hyperparameters Optimization for Machine Learning4th 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⟩
Communication dans un congrès
hal-03975774
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Towards Meta-Learning Based Data Analytics to Better Assist the Domain Experts in Industry 4.0Artificial Intelligence in Data and Big Data Processing, Dec 2022, Ho Chi Minh, Vietnam. pp.265-277, ⟨10.1007/978-3-030-97610-1_22⟩
Communication dans un congrès
hal-03975794
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Towards a New Lexicon-Based Features Vector for Sentiment Analysis: Application to Moroccan Arabic TweetsThe International Conference on Information, Communication & Cybersecurity, Nov 2021, Khouribga, Morocco. pp.67-76, ⟨10.1007/978-3-030-91738-8_7⟩
Communication dans un congrès
hal-03526196
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Leveraging the Automated Machine Learning for Arabic Opinion Mining: A Preliminary Study on AutoML Tools and Comparison to Human PerformanceICDTA 2022: Digital Technologies and Applications, Jan 2022, Fez, Morocco. pp.163-171, ⟨10.1007/978-3-031-02447-4_17⟩
Communication dans un congrès
hal-03670344
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Towards meta-learning based data analytics to better assist the domain experts in industry 4.0The 2021 International Conference on Artificial Intelligence and Big Data in Digital Era (ICABDE), Dec 2021, Ho Chi Minh City, Vietnam. ⟨10.1007/978-3-030-97610-1_22⟩
Communication dans un congrès
hal-03491690
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Towards the Automation of Industrial Data Science: A Meta-learning based Approach23rd International Conference on Enterprise Information Systems, Apr 2021, Online Streaming, France. pp.709-716, ⟨10.5220/0010457107090716⟩
Communication dans un congrès
hal-03484824
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Sentiment Analysis of Moroccan Tweets Using Text MiningThe 2021 International Conference on Digital Technologies and Applications, Jan 2021, Online Streaming, Morocco. ⟨10.1007/978-3-030-73882-2_54⟩
Communication dans un congrès
hal-03162936
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Towards an automatic assistance framework for the selection and configuration of machine-learning-based data analytics solutions in industry 4.0The Fifth International Conference on Big Data and Internet of Things (BDIoT'21), Mar 2021, Rabat, Morocco. pp.3-15
Communication dans un congrès
hal-03159685
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MAC: An Open and Free Moroccan Arabic Corpus for Sentiment AnalysisSCA 2021: The 6th Smart City Applications International Conference, Oct 2021, Safranbolu, Turkey. pp.849-858, ⟨10.1007/978-3-030-94191-8_68⟩
Communication dans un congrès
hal-03670346
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An experimental survey and Perspective View on Meta-Learning for Automated Algorithms Selection and Parametrization2024
Pré-publication, Document de travail
hal-04573624
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Exploratory ABIDE Dataset Analysis for Autism DetectionMaster's thesis in Computer Science [University Moulay Ismail, Institut de recherche en informatique de Toulouse]. 2024
Rapport
(rapport de recherche)
hal-04713925
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Multi-Modal Explainable Machine Learning for Automated Detection of Autistic Spectrum DisorderInstitut de Recherche en Informatique de Toulouse (IRIT). 2024
Rapport
(rapport de recherche)
hal-04725536
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Towards Efficient and Explainable Automated Machine Learning Pipelines Design : Application to Industry 4.0 DataArtificial Intelligence [cs.AI]. Université du Littoral Côte d'Opale; Université Hassan II (Casablanca, Maroc), 2022. English. ⟨NNT : 2022DUNK0620⟩
Thèse
tel-03842609
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