Jerry LONLAC KONLAC
- Centre for Digital Systems (CERI SN - IMT Nord Europe)
Présentation
My scientific work relates to Artificial Intelligence including Data Mining, Machine Learning, Explainability and Boolean Satisfiability (SAT).
Domaines de recherche
Compétences
Publications
Publications
Unleashing the Power of Gradual Patterns for Explainable AIThe 41st ACM/SIGAPP Symposium On Applied Computing (SAC), Mar 2026, Thessaloniki, Greece |
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Vers une génération d’explications contrefactuelles plausibles à partir des motifs graduelsLa 26ème conférence Francophone Extraction et Gestion des Connaissances (EGC), Jan 2026, Anglet, France |
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Exploiter les motifs graduels pour améliorer l’explicabilité des modèlesLa 26ème conférence Francophone Extraction et Gestion des Connaissances (EGC), Jan 2026, Anglet, France |
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Une nouvelle approche pour la génération efficace des motifs graduelsExtraction et Gestion des Connaissances, EGC'2025, Jan 2025, Strasbourg, France |
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Détection d'événements acoustiques par DAS et CNN : application à la détection de cris de baleinesEGC 2025, Jan 2025, Strasbourg, France, France. pp.385-386 |
Enhancing The Assessment of the Quality of Explanations for AI-based Network IDS8th International Conference on Machine Learning for Networking (MLN'2025), Dec 2025, Paris, France |
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Intrusion Pattern Recognition in DAS System Using Multi-Domain Features and Transformer Network2025 15th IEEE International Conference on Pattern Recognition Systems (ICPRS), Dec 2025, Viña del Mar, Chile. pp.1-7, ⟨10.1109/ICPRS66293.2025.11302833⟩ |
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Intrusion Pattern Recognition in DAS Using Multi-Domain Features and a Transformer NetworkICPRS 2025 - The IEEE 15th International Conference on Pattern Recognition Systems, Dec 2025, Viña del Mar, Chile. ⟨10.1109/ICPRS66293.2025.11302833⟩ |
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Mining Faster, Not Harder: A New Criterion for Gradual Pattern MiningIEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2025), Jul 2025, Reims, France |
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Modélisation des Données de Maintenance des Bâtiments : Vers une Approche SémantiqueEGC 2024 - 24ème conférence francophone sur l'Extraction et la Gestion des Connaissances, Jan 2024, Dijon, France |
Revisiting Frequent (Closed) Gradual Itemsets MiningIEEE 36th International Conference on Tools with Artificial Intelligence (ICTAI), Oct 2024, Herndon, Virginia, United States. pp.913-920 |
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Ontologie de Maintenance des Bâtiments et Capacités des Larges Modèles de Langage (LLM) pour le PeuplementIC 2024 - PFIA 2024 - 35es Journées francophones d'Ingénierie des Connaissances @ Plate-Forme Intelligence Artificielle, Jul 2024, La Rochelle, France. pp.103-106 |
A Comprehensive Analysis on Associative Classification in Building Maintenance DatasetsThe 36th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, Jul 2023, Shanghai, China. pp.45-58, ⟨10.1007/978-3-031-36822-6_4⟩ |
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Extracting frequent gradual patterns based on SAT12th International Conference on Data Science, Technology and Applications (DATA ), Jul 2023, Rome, Italy. pp.136-143, ⟨10.5220/0012126000003541⟩ |
Utility-Oriented Gradual Itemsets Mining Using High Utility Itemsets MiningInternational Conference on Big Data Analytics and Knowledge Discovery, Aug 2023, Penang, Malaysia. pp.107-113, ⟨10.1007/978-3-031-39831-5_10⟩ |
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Une approche basée sur les motifs graduels pour la recommandation dans un contexte de consommation répétéeExtraction et Gestion des Connaissances (EGC) 2022, Jan 2022, Blois, France. pp.265-272 |
Extracting Frequent (Closed) Seasonal Gradual Patterns Using Closed Itemset Mining2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2021, Washington, United States. pp.1442-1448, ⟨10.1109/ICTAI52525.2021.00229⟩ |
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A constraint-based approach for enumerating gradual itemsetsICTAI 2021: 33rd IEEE International Conference on Tools with Artificial Intelligence, Nov 2021, Washington D.C (virtual), United States. pp.582-589, ⟨10.1109/ICTAI52525.2021.00093⟩ |
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GPoID: Extraction de Motifs Graduels pour les Bases de Données ImprécisesExtraction et Gestion des Connaissances: EGC'2021, Jan 2021, Montpellier, France |
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Patterning Holocene lake dynamics and detecting human impacts as far back as Prehistory: palaeoecological and data mining key tools for eutrophic lake management..Quaternaire12 Paris 2020, Colloque Q12 sur le Quaternaire, Feb 2020, Aubervilliers, France |
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Patterning Holocene lake dynamics and detecting early Prehistoric human impacts: targets of an improved integration of multivariate ecological indicators thanks to the data mining approach.MedPalyno2019: The Mediterranean Palynological Societies Symposium 2019, Jul 2019, Bordeaux, France |
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Mining Gradual Itemsets Using Sequential Pattern Mining2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jun 2019, New Orleans, United States. pp.1-6, ⟨10.1109/FUZZ-IEEE.2019.8858864⟩ |
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Combining multi-variate palaeoecological indicators and mining closed gradual patterns for refining past lake dynamics and the induced ecological legaciesInternational Conference on Ecological Sciences, SFEcologie 2018, Oct 2018, Rennes, France |
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Fouille de Motifs Graduels Fermés Fréquents Sous Contrainte de la TemporalitéExtraction et Gestion des Connaissances, 2018, Paris, France. pp.383--384 |
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Une Approche d'Extraction de Motifs Graduels (Fermés) Fréquents Sous Contrainte de la Temporalitéconférence Extraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France |
Adding New Bi-Asserting Clauses For Faster Search in Modern SAT Solvers10th Symposium on Abstraction, Reformulation, and Approximation (SARA'13), 2013, Leavenworth, United States. pp.66-72 |
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Intensification de la Recherche dans les Solveurs SAT ModernesJFPC, May 2012, Toulouse, France |
Intensification Search in Modern SAT Solvers15th International Conference on Theory and Applications of Satisfiability Testing (SAT'12), 2012, Trento, Italy. pp.491-492 |
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Intensification Search in Modern SAT Solvers8ièmes Journées Francophones de Programmation par Contraintes (JFPC'12), 2012, Toulouse, France. pp.156-159 |
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Résolution Etendue par Substitution Dynamique des Fonctions BooléennesJFPC, May 2012, Toulouse, France |
Extending Resolution by Dynamic Substitution of Boolean Functions24th International Conference on Tools with Artificial Intelligence (ICTAI'12), 2012, Athens, Greece. pp.1029-1034 |
Une Etude Comparative entre Motifs Graduels et Corrélations Statistiques24ème conférence francophone sur l'Extraction et la Gestion des Connaissances (EGC 2024), Jan 2024, Dijon, France. Revue des Nouvelles Technologies de l'Information, RNTI-E-40, pp.333-334 |
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Extraction d’itemsets graduels de haute utilitéExtraction et Gestion des Connaissances (EGC) 2023., Jan 2023, Lyon, France. RNTI-E-39, pp.649-650, 2023 |
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Mining Frequent Seasonal Gradual PatternsBig Data Analytics and Knowledge Discovery, 12393, Springer International Publishing, pp.197-207, 2020, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-59065-9_16⟩ |
An Approach for Extracting Frequent (Closed) Gradual Patterns Under Temporal Constraint2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018 |
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Unleashing the Power of Gradual Patterns for Explainable AI2025 |
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Unveiling the Gap Between Gradual Patterns and Statistical Correlations in Numerical Data Analysis2024 |
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An Interactive Platform for Extracting Gradual Patterns from Multivariate Temporal Data2021 |
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Mining Frequent Seasonal Gradual Patterns2020 |
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Towards Learned Clauses Database Reduction Strategies Based on Dominance Relationship2017 |
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On the power of top-k undominated learnt clauses for Modern SAT Solvers2017 |