Engelbert Mephu Nguifo
Orcid: 0000-0001-6502-0019Affiliations:
- University Clermont Auvergne, Clermont-Ferrand, France
According to our database1,
Engelbert Mephu Nguifo
authored at least 181 papers
between 1993 and 2025.
Collaborative distances:
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Bibliography
2025
Expert opinion elicitation for assisting deep learning based Lyme disease classifier with patient data.
Int. J. Medical Informatics, 2025
2024
SN Comput. Sci., October, 2024
Pattern Recognit., March, 2024
SEDAF : Prototype d'un Système Explicable de Détection d'Anomalies dans les Flux de Données.
Proceedings of the Extraction et Gestion des Connaissances, 2024
Proceedings of the Extraction et Gestion des Connaissances, 2024
2023
Int. J. Artif. Intell. Tools, February, 2023
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Proceedings of the Advances in Information Systems, Artificial Intelligence and Knowledge Management, 2023
EMScan : une application mobile pour l'assistance au diagnostic des formes précoces de la maladie de Lyme.
Proceedings of the Extraction et Gestion des Connaissances, 2023
Étude comparative de méthodes de reconnaissance des émotions à partir d'expressions faciales.
Proceedings of the Extraction et Gestion des Connaissances, 2023
Proceedings of the 12th International Conference on Data Science, 2023
2022
On the design of a similarity function for sparse binary data with application on protein function annotation.
Knowl. Based Syst., 2022
Future Gener. Comput. Syst., 2022
CoRR, 2022
Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images.
Comput. Methods Programs Biomed., 2022
A survey on unsupervised learning algorithms for detecting abnormal points in streaming data.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
L'ambiguïté dans la représentation des émotions : état de l'art des bases de données multimodales.
Proceedings of the Extraction et Gestion des Connaissances, 2022
Une approche basée sur les motifs graduels pour la recommandation dans un contexte de consommation répétée.
Proceedings of the Extraction et Gestion des Connaissances, 2022
Évaluation comparative de méthodes non supervisées pour la détection de points anormaux dans les flux de données.
Proceedings of the Extraction et Gestion des Connaissances, 2022
2021
CoRR, 2021
Proceedings of the Extraction et Gestion des Connaissances, 2021
Proceedings of the Extraction et Gestion des Connaissances, 2021
Proceedings of the Extraction et Gestion des Connaissances, 2021
2020
Pattern Recognit., 2020
Int. J. Mach. Learn. Cybern., 2020
Intell. Data Anal., 2020
Future Gener. Comput. Syst., 2020
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the Extraction et Gestion des Connaissances, 2020
Classification des séries temporelles incertaines par transformation Shapelet.
Proceedings of the Conférence Nationale en Intelligence Artificielle, 2020
2019
Corrections to "A Novel Computational Approach for Global Alignment for Multiple Biological Networks".
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
RAIRO Oper. Res., 2019
Efficiently Mining Recurrent Substructures from Protein Three-Dimensional Structure Graphs.
J. Comput. Biol., 2019
Selected Papers from the Workshop on Computational Biology: Joint with the International Joint Conference on Artificial Intelligence and the International Conference on Machine Learning, 2018.
J. Comput. Biol., 2019
J. Comput. Biol., 2019
CoRR, 2019
A Structure Based Multiple Instance Learning Approach for Bacterial Ionizing Radiation Resistance Prediction.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
2018
A Novel Computational Approach for Global Alignment for Multiple Biological Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
Int. J. Gen. Syst., 2018
Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), 2018
ABClass : Une approche d'apprentissage multi-instances pour les séquences(ABClass: A multiple instance learning approach for sequence data).
Proceedings of the Actes de la Conférence Nationale d'Intelligence Artificielle et Rencontres des Jeunes Chercheurs en Intelligence Artificielle (CNIA+RJCIA 2018), 2018
Découverte des u-shapelets basée sur la corrélation pour le clustering de séries temporelles incertaines(Frobenius correlation based u-shapelets discovery for time series clustering).
Proceedings of the Actes de la Conférence Nationale d'Intelligence Artificielle et Rencontres des Jeunes Chercheurs en Intelligence Artificielle (CNIA+RJCIA 2018), 2018
An Approach for Extracting Frequent (Closed) Gradual Patterns Under Temporal Constraint.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
Proceedings of the Extraction et Gestion des Connaissances, 2018
2017
Preface: Selected Papers from the Workshop Bioinformatics and Artificial Intelligence Joined with the International Joint Conference on Artificial Intelligence.
J. Comput. Biol., 2017
Inf. Syst., 2017
Towards Learned Clauses Database Reduction Strategies Based on Dominance Relationship.
CoRR, 2017
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017
Proceedings of the Workshop on Large-Scale Time Dependent Graphs (TD-LSG 2017) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017
Proceedings of the Workshop on Large-Scale Time Dependent Graphs (TD-LSG 2017) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017
Une Approche d'Extraction de Motifs Graduels (Fermés) Fréquents Sous Contrainte de la Temporalité.
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017
2016
Prediction of Ionizing Radiation Resistance in Bacteria Using a Multiple Instance Learning Model.
J. Comput. Biol., 2016
A multiple instance learning approach for sequence data with across bag dependencies.
CoRR, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the IC 2016 : 27es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 27th French Knowledge Engineering Conference), 2016
PersoRec : un système personnalisé de recommandations pour les folksonomies basé sur les concepts quadratiques.
Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016
2015
Inf. Syst., 2015
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
2014
Un partitionnement basé sur la densité de graphe pour approcher la fouille distribuée de sous-graphes fréquents.
Tech. Sci. Informatiques, 2014
Smoothing 3D Protein Structure Motifs Through Graph Mining and Amino Acid Similarities.
J. Comput. Biol., 2014
Towards Faster Mining of Disjunction-Based Concise Representations of Frequent Patterns.
Int. J. Artif. Intell. Tools, 2014
Int. J. Artif. Intell. Tools, 2014
CoRR, 2014
Towards a constructive multilayer perceptron for regression task using non-parametric clustering. A case study of Photo-Z redshift reconstruction.
CoRR, 2014
Boolean factors as a means of clustering of interestingness measures of association rules.
Ann. Math. Artif. Intell., 2014
Proceedings of the IC 2014 : 25es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 25th French Knowledge Engineering Conference), 2014
Une nouvelle approche d'estimation pour les entrepôts de données multi-granulaires incomplètes.
Proceedings of the Actes des 10e journées francophones sur les Entrepôts de Données et l'Analyse en Ligne, 2014
2013
IEEE Trans. Learn. Technol., 2013
Looking for a structural characterization of the sparseness measure of (frequent closed) itemset contexts.
Inf. Sci., 2013
CoRR, 2013
Efficient construction of the lattice of frequent closed patterns and simultaneous extraction of generic bases of rules.
CoRR, 2013
CoRR, 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Computational phenotype prediction of ionizing-radiation-resistant bacteria with a multiple-instance learning model.
Proceedings of the 12th International Workshop on Data Mining in Bioinformatics, 2013
Nouvelle approche de recommandation personnalisée dans les folksonomies basée sur le profil des utilisateurs.
Proceedings of the IC 2013 : 24es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 24th French Knowledge Engineering Conference), 2013
2012
Proceedings of the Mesurer et évaluer la Qualité des Données et des Connaissances, 2012
Une approche basée sur les treillis de Galois pour la définition des architectures des réseaux de neurones.
Tech. Sci. Informatiques, 2012
DroPNet: a web portal for integrated analysis of <i>Drosophila</i> protein-protein interaction networks.
Nucleic Acids Res., 2012
Knowl. Based Syst., 2012
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the ACM International Conference on Bioinformatics, 2012
Proceedings of the ACM International Conference on Bioinformatics, 2012
2011
Learning task models in ill-defined domain using an hybrid knowledge discovery framework.
Knowl. Based Syst., 2011
Proceedings of the 6th International Workshop on Ontology Matching, 2011
Proceedings of the Seventh International Workshop on Neural-Symbolic Learning and Reasoning, 2011
Proceedings of the Advances in Artificial Intelligence, 2011
Towards a generalization of decompositional approach of rule extraction from multilayer artificial neural network.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011
2010
Proceedings of the Advances in Intelligent Tutoring Systems, 2010
Exploiting Sequential Patterns Found in Users' Solutions and Virtual Tutor Behavior to Improve Assistance in ITS.
J. Educ. Technol. Soc., 2010
Combining Clustering techniques and Formal Concept Analysis to characterize Interestingness Measures
CoRR, 2010
Protein sequences classification by means of feature extraction with substitution matrices.
BMC Bioinform., 2010
Ann. Math. Artif. Intell., 2010
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010
Optimized Mining of a Concise Representation for Frequent Patterns based on Disjunctions Rather than Conjunctions.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010
CMRULES: An Efficient Algorithm for Mining Sequential Rules Common to Several Sequences.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010
Etude de stabilité de méthodes d'extraction de motifs à partir des séquences protéiques.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010
2009
Proceedings of the Constructive Neural Networks, 2009
Intell. Data Anal., 2009
IEEE Intell. Syst., 2009
Sweeping the disjunctive search space towards mining new exact concise representations of frequent itemsets.
Data Knowl. Eng., 2009
Proceedings of the ACM SIGKDD Workshop on Statistical and Relational Learning in Bioinformatics, 2009
OACAS - Ontologies Alignment using Composition and Aggregation of Similarities.
Proceedings of the KEOD 2009 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Funchal, 2009
Exploiting Partial Problem Spaces Learned from Users' Interactions to Provide Key Tutoring Services in Procedural and Ill-Defined Domains.
Proceedings of the Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, 2009
Proceedings of the Data Mining and Multi-agent Integration, 2009
2008
Int. J. Found. Comput. Sci., 2008
A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008
M-CLANN: Multi-class Concept Lattice-Based Artificial Neural Network for Supervised Classification.
Proceedings of the Artificial Neural Networks, 2008
2007
Proceedings of the 2nd International Workshop on Ontology Matching (OM-2007) Collocated with the 6th International Semantic Web Conference (ISWC-2007) and the 2nd Asian Semantic Web Conference (ASWC-2007), 2007
A scalable association rule visualization towards displaying large amounts of knowledge.
Proceedings of the 11th International Conference on Information Visualisation, 2007
Proceedings of the Formal Concept Analysis, 5th International Conference, 2007
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007
Une étude des algorithmes de construction d'architecture des réseaux de neurones multicouches.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007
Classification supervisée de séquences biologiques basée sur les motifs et les matrices de substitution.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007
Vers une plate-forme interactive pour la visualisation de grands ensembles de règles d'association.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007
A new alignment method for OWL-Lite ontologies using propagation of similarity over the graph.
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2007
CLANN: Concept Lattice-based Artificial Neural Network for Supervised Classification.
Proceedings of the Fifth International Conference on Concept Lattices and Their Applications, 2007
Proceedings of the Fifth International Conference on Concept Lattices and Their Applications, 2007
Proceedings of the Bioinformatics Research and Development, First International Conference, 2007
A Framework for Problem-Solving Knowledge Mining from Users' Actions.
Proceedings of the Artificial Intelligence in Education, 2007
Problem-Solving Knowledge Mining from Users' Actions in an Intelligent Tutoring System.
Proceedings of the Advances in Artificial Intelligence, 2007
2006
Frequent closed itemset based algorithms: a thorough structural and analytical survey.
SIGKDD Explor., 2006
Editorial introduction to special ARIMA / SACJ joint issue on advances in end-user data mining techniques.
South Afr. Comput. J., 2006
Visualisation des règles associatives : vers une approche méta-cognitive.
Proceedings of the Actes du XXIVème Congrès INFORSID, Hammamet, Tunisie, 31 mai, 2006
Une approche anthropocentrée interactive pour l'aide à la décision en marketing bancaire.
Proceedings of the 18th International Conference of the Association Francophone d'Interaction Homme-Machine, 2006
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006
Proceedings of the Concept Lattices and Their Applications, 2006
Succinct System of Minimal Generators: A Thorough Study, Limitations and New Definitions.
Proceedings of the Concept Lattices and Their Applications, 2006
2005
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005
Interactive Datamining Process Based on Human-Centered System for Banking Marketing Applications.
Proceedings of the ICEIS 2005, 2005
Discovering "Factual" and "Implicative" generic association rules.
Proceedings of the Actes de CAP 05, Conférence francophone sur l'apprentissage automatique, 2005
2004
Approches d'extraction de règles d'association basées sur la correspondance de Galois.
Ingénierie des Systèmes d Inf., 2004
Ingénierie des Systèmes d Inf., 2004
Proceedings of the Intelligent Information Processing II, 2004
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004
Proceedings of the Concept Lattices, 2004
Proceedings of the Concept Lattices, 2004
Contextual generic association rules visualization using hierarchical fuzzy meta-rules.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004
Une étude d'algorithmes de classification supervisée basée sur les treillis de Galois.
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004
Proceedings of the Data Warehousing and Knowledge Discovery, 6th International Conference, 2004
Proceedings of the CLA 2004 International Workshop on Concept Lattices and their Applications, 2004
Proceedings of the CLA 2004 International Workshop on Concept Lattices and their Applications, 2004
2003
Introduction - Concept Lattice-Based Theory, Methods and Tools for Knowledge Discovery in Databases: Applications.
Appl. Artif. Intell., 2003
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003
2002
J. Exp. Theor. Artif. Intell., 2002
2001
1999
Improving the Efficiency of a User-Driven Learning System with Reconfigurable Hardware. Application to DNA Splicing.
Proceedings of the 4th Pacific Symposium on Biocomputing, 1999
Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999
1998
Proceedings of the Machine Learning: ECML-98, 1998
1997
PLATA: An Application of LEGAL, a Machine Learning Based System, to a Typology of Archaeological Ceramics.
Comput. Humanit., 1997
Proceedings of the 9th International Conference on Tools with Artificial Intelligence, 1997
An Interactive Environment for Dynamic Control of Machine Learning Systems.
Proceedings of the Design of Computing Systems: Social and Ergonomic Considerations, 1997
1994
Proceedings of the Sixth International Conference on Tools with Artificial Intelligence, 1994
1993
Prediction of Primate Splice Junction Gene Sequences with a Cooperative Knowledge Acquisition System.
Proceedings of the 1st International Conference on Intelligent Systems for Molecular Biology, 1993