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JL

Jerry LONLAC KONLAC

Maître de Conférences
33
Documents
Affiliations actuelles
  • 1076753
Identifiants chercheurs
  • IdHAL jerry-lonlac
  • ORCID 0000-0003-3278-9969
  • Google Scholar : https://scholar.google.fr/citations?user=j_H75U8AAAAJ
Contact

Présentation

My scientific work relates to Artificial Intelligence including Data Mining, Machine Learning, Explainability and Boolean Satisfiability (SAT).

Domaines de recherche

Intelligence artificielle [cs.AI] Apprentissage [cs.LG]

Compétences

Recherche scientifique Fouille de données Apprentissage machine Explicabilité Solveurs de contraintes

Publications

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A methodological and theoretical framework for implementing explainable artificial intelligence (XAI) in business applications

Dieudonné Tchuente , Jerry Lonlac , Bernard Kamsu-Foguem
Computers in Industry, 2024, 155, pp.104044. ⟨10.1016/j.compind.2023.104044⟩
Article dans une revue hal-04301033v1

Top-k Learned Clauses for Modern SAT Solvers

Jerry Lonlac , Engelbert Mephu Nguifo
International Journal on Artificial Intelligence Tools, 2023, 32 (01), pp.1442-1448. ⟨10.1142/S0218213023500033⟩
Article dans une revue hal-03552145v1

GRAPGT: GRAdual patterns with gradualness threshold

Michael Chirmeni Boujike , Jerry Lonlac , Norbert Tsopze , Engelbert Mephu Nguifo , Laure Pauline Fotso
International Journal of General Systems, 2023, pp.1-21. ⟨10.1080/03081079.2022.2162049⟩
Article dans une revue hal-04062737v1

Tracking plant, fungal and algal diversity through a data mining approach: towards an improved analysis of holocene lake Aydat (Puyde-Dôme, France) dynamics and ecological legacies.

Yannick Miras , Jerry Lonlac , Beauger Aude , Benjamin Legrand , Karen K. Serieyssol
Revue des Sciences Naturelles d'Auvergne, 2021
Article dans une revue hal-03547371v1

A novel algorithm for searching frequent gradual patterns from an ordered data set

Jerry Lonlac , Engelbert Mephu Nguifo
Intelligent Data Analysis, 2020, 24 (5), pp.1029-1042. ⟨10.3233/IDA-194644⟩
Article dans une revue hal-03607226v1

Extracting Frequent Gradual Patterns Using Constraints Modeling

Jerry Lonlac , Saïd Jabbour , Engelbert Mephu Nguifo , Lakhdar Saïs , Badran Raddaoui
CoRR, 2019, abs/1903.08452
Article dans une revue hal-02134342v1

Extracting frequent gradual patterns based on SAT

Jerry Lonlac , Imen Dlala , Said Jabbour , Engelbert Nguifo , Badran Raddaoui
12th International Conference on Data Science, Technology and Applications (DATA ), Jul 2023, Rome, Italy. pp.136-143, ⟨10.5220/0012126000003541⟩
Communication dans un congrès hal-04343730v1

A Comprehensive Analysis on Associative Classification in Building Maintenance Datasets

Joel Mba Kouhoue , Jerry Lonlac , Alexis Lesage , Doniec Arnaud , Stéphane Lecoeuche
The 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⟩
Communication dans un congrès hal-04286180v1

Utility-Oriented Gradual Itemsets Mining Using High Utility Itemsets Mining

Audrey Fongue , Jerry Lonlac , Norbert Tsopze
International Conference on Big Data Analytics and Knowledge Discovery, Aug 2023, Penang, Malaysia. pp.107-113, ⟨10.1007/978-3-031-39831-5_10⟩
Communication dans un congrès hal-04280311v1
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Une approche basée sur les motifs graduels pour la recommandation dans un contexte de consommation répétée

Michael Chirmeni Boujike , Norbert Tsopze , Jerry Lonlac , Engelbert Mephu Nguifo , Rosette Nganmeni Njamnou
Extraction et Gestion des Connaissances (EGC) 2022, Jan 2022, Blois, France. pp.265-272
Communication dans un congrès hal-04323286v1

GPoID: Extraction de Motifs Graduels pour les Bases de Données Imprécises

Michael Chirmeni Boujike , Jerry Lonlac , Norbert Tsopze , Engelbert Mephu Nguifo
Extraction et Gestion des Connaissances: EGC'2021, Jan 2021, Montpellier, France
Communication dans un congrès hal-03556823v1

A constraint-based approach for enumerating gradual itemsets

Amel Hidouri , Saïd Jabbour , Jerry Lonlac , Badran Raddaoui
ICTAI 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⟩
Communication dans un congrès hal-03466372v1

Extracting Frequent (Closed) Seasonal Gradual Patterns Using Closed Itemset Mining

Aymeric Come , Jerry Lonlac
2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2021, Washington, United States. pp.1442-1448, ⟨10.1109/ICTAI52525.2021.00229⟩
Communication dans un congrès hal-04063559v1

Patterning Holocene lake dynamics and detecting human impacts as far back as Prehistory: palaeoecological and data mining key tools for eutrophic lake management.

Y. Miras , A. Beauger , J. Lonlac Konlac , B. Legrand , D. Latour
.Quaternaire12 Paris 2020, Colloque Q12 sur le Quaternaire, Feb 2020, Aubervilliers, France
Communication dans un congrès hal-03363079v1

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.

Y. Miras , A. Beauger , J. Lonlac Konlac , B. Legrand , D. Latour
MedPalyno2019: The Mediterranean Palynological Societies Symposium 2019, Jul 2019, Bordeaux, France
Communication dans un congrès hal-02556227v1

Mining Gradual Itemsets Using Sequential Pattern Mining

Said Jabbour , Jerry Lonlac , Lakhdar Saïs
2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jun 2019, New Orleans, United States. pp.1-6, ⟨10.1109/FUZZ-IEEE.2019.8858864⟩
Communication dans un congrès hal-03600347v1

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.

Yannick Miras , Beauger Aude , Jerry Lonlac , Benjamin Legrand , Delphine Latour
MEDPALYNO, The Mediterranean Palynological Societies Symposium, Jul 2019, Bordeaux, France
Communication dans un congrès hal-02281598v1

Combining multi-variate palaeoecological indicators and mining closed gradual patterns for refining past lake dynamics and the induced ecological legacies

Yannick Miras , Beauger Aude , Jerry Lonlac , Benjamin Legrand , Delphine Latour
International Conference on Ecological Sciences, SFEcologie 2018, Oct 2018, Rennes, France
Communication dans un congrès hal-02176551v1

Fouille de Motifs Graduels Fermés Fréquents Sous Contrainte de la Temporalité

Jerry Lonlac , Benjamin Négrevergne , Yannick Miras , Aude Beauger , Engelbert Mephu Nguifo
Extraction et Gestion des Connaissances, 2018, Paris, France. pp.383--384
Communication dans un congrès hal-02134343v1
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Une Approche d'Extraction de Motifs Graduels (Fermés) Fréquents Sous Contrainte de la Temporalité

Jerry Lonlac , Yannick Miras , Aude Beauger , Marie Pailloux , Jean-Luc Peiry
conférence Extraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France
Communication dans un congrès hal-02103661v1

Adding New Bi-Asserting Clauses For Faster Search in Modern SAT Solvers

Said Jabbour , Jerry Lonlac , Lakhdar Saïs
10th Symposium on Abstraction, Reformulation, and Approximation (SARA'13), 2013, Leavenworth, United States. pp.66-72
Communication dans un congrès hal-00875416v1

Intensification Search in Modern SAT Solvers

Said Jabbour , Jerry Lonlac , Lakhdar Saïs
8ièmes Journées Francophones de Programmation par Contraintes (JFPC'12), 2012, Toulouse, France. pp.156-159
Communication dans un congrès hal-00869900v1
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Résolution Etendue par Substitution Dynamique des Fonctions Booléennes

Said Jabbour , Jerry Lonlac , Lakhdar Saïs
JFPC, May 2012, Toulouse, France
Communication dans un congrès hal-00820039v1

Intensification Search in Modern SAT Solvers

Said Jabbour , Jerry Lonlac , Lakhdar Saïs
15th International Conference on Theory and Applications of Satisfiability Testing (SAT'12), 2012, Trento, Italy. pp.491-492
Communication dans un congrès hal-00865581v1

Extending Resolution by Dynamic Substitution of Boolean Functions

Said Jabbour , Jerry Lonlac , Lakhdar Saïs
24th International Conference on Tools with Artificial Intelligence (ICTAI'12), 2012, Athens, Greece. pp.1029-1034
Communication dans un congrès hal-00865574v1
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Intensification de la Recherche dans les Solveurs SAT Modernes

Said Jabbour , Jerry Lonlac , Lakhdar Saïs
JFPC, May 2012, Toulouse, France
Communication dans un congrès hal-00820038v1

Extraction d’itemsets graduels de haute utilité

Priscile Audrey Fongue Assondji , Jerry Lonlac , Norbert Tsopze
Extraction et Gestion des Connaissances (EGC) 2023., Jan 2023, Lyon, France. RNTI-E-39, pp.649-650, 2023
Poster de conférence hal-04280714v1

Mining Frequent Seasonal Gradual Patterns

Jerry Lonlac , Arnaud Doniec , Marin Lujak , Stephane Lecoeuche
Big 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⟩
Chapitre d'ouvrage hal-03605626v1

An Approach for Extracting Frequent (Closed) Gradual Patterns Under Temporal Constraint

Jerry Lonlac , Yannick Miras , Aude Beauger , Vincent Mazenod , Jean-Luc Peiry
2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018
Chapitre d'ouvrage hal-01924145v1