Prediction of Primate Splice Junction Gene Sequences with a Cooperative Knowledge Acquisition System. - Engelbert Mephu Nguifo; Jean Sallantin (ISMB, 1993)

Galois Lattice: A Framework for Concept Learning-Design, Evaluation and Refinement. - Engelbert Mephu Nguifo (ICTAI, 1994)

An Interactive Environment for Dynamic Control of Machine Learning Systems. - Engelbert Mephu Nguifo (HCI (2), 1997)

IGLUE: An Instance-Based Learning System over Lattice Theory. - Patrick Njiwoua; Engelbert Mephu Nguifo (ICTAI, 1997)

PLATA: An Application of LEGAL, a Machine Learning Based System, to a Typology of Archaeological Ceramics. - Engelbert Mephu Nguifo; Marie-Salomé Lagrange; Monique Renaud; Jean Sallantin (Comput. Humanit., 1997)

Using Lattice-Based Framework as a Tool for Feature Extraction. - Engelbert Mephu Nguifo; Patrick Njiwoua (ECML, 1998)

Exemplar-Based Prototype Selection for a Multi-Strategy Learning System. - Patrick Njiwoua; Engelbert Mephu Nguifo (ICTAI, 1999)

Improving the Efficiency of a User-Driven Learning System with Reconfigurable Hardware. Application to DNA Splicing. - Eric Lemoine; David Merceron; Jean Sallantin; Engelbert Mephu Nguifo (Pacific Symposium on Biocomputing, 1999)

IGLUE: A lattice-based constructive induction system. - Engelbert Mephu Nguifo; Patrick Njiwoua (Intell. Data Anal., 2001)

Concept lattice-based knowledge discovery in databases. - Engelbert Mephu Nguifo; Vincent Duquenne; Michel Liquiere (J. Exp. Theor. Artif. Intell., 2002)

Partitioning Large Data to Scale up Lattice-Based Algorithm. - Huaiguo Fu; Engelbert Mephu Nguifo (ICTAI, 2003)

Introduction - Concept Lattice-Based Theory, Methods and Tools for Knowledge Discovery in Databases: Applications. - Engelbert Mephu Nguifo; Vincent Duquenne; Michel Liquiere (Appl. Artif. Intell., 2003)

A new Informative Generic Base of Association Rules. - Ghada Gasmi; Sadok Ben Yahia; Engelbert Mephu Nguifo; Yahya Slimani (CLA, 2004)

Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool. - I. Nsir; Sadok Ben Yahia; Engelbert Mephu Nguifo (CLA, 2004)

Revisiting Generic Bases of Association Rules. - Sadok Ben Yahia; Engelbert Mephu Nguifo (DaWaK, 2004)

Recherche de règles d'association hiérarchiques par une approche anthropocentrée. - Olivier Couturier; Engelbert Mephu Nguifo; Brigitte Noiret (EGC, 2004)

Une étude d'algorithmes de classification supervisée basée sur les treillis de Galois. - Huaiyu Fu; Huaiguo Fu; Patrick Njiwoua; Engelbert Mephu Nguifo (EGC, 2004)

Un algorithme de génération des itemsets fermés pour la fouille de données. - Huaiguo Fu; Engelbert Mephu Nguifo (EGC, 2004)

How well go lattice algorithms on currently used machine learning testBeds? - Huaiguo Fu; Engelbert Mephu Nguifo (EGC, 2004)

Contextual generic association rules visualization using hierarchical fuzzy meta-rules. - Sadok Ben Yahia; Engelbert Mephu Nguifo (FUZZ-IEEE, 2004)

A Comparative Study of FCA-Based Supervised Classification Algorithms. - Huaiyu Fu; Huaiguo Fu; Patrick Njiwoua; Engelbert Mephu Nguifo (ICFCA, 2004)

A Parallel Algorithm to Generate Formal Concepts for Large Data. - Huaiguo Fu; Engelbert Mephu Nguifo (ICFCA, 2004)

Mining frequent closed itemsets for large data. - Huaiguo Fu; Engelbert Mephu Nguifo (ICMLA, 2004)

Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool. - Sadok Ben Yahia; Engelbert Mephu Nguifo (ICTAI, 2004)

Clustering Binary Codes to Express the Biochemical Properties of Amino Acids. - Huaiguo Fu; Engelbert Mephu Nguifo (IIP, 2004)

Étude et conception d'algorithmes de génération de concepts formels. - Huaiguo Fu; Engelbert Mephu Nguifo (Ingénierie des Systèmes d Inf., 2004)

Approches d'extraction de règles d'association basées sur la correspondance de Galois. - Sadok Ben Yahia; Engelbert Mephu Nguifo (Ingénierie des Systèmes d Inf., 2004)

Discovering "Factual" and "Implicative" generic association rules. - Ghada Gasmi; Sadok Ben Yahia; Engelbert Mephu Nguifo; Yahya Slimani (CAP, 2005)

Interactive Datamining Process Based on Human-Centered System for Banking Marketing Applications. - Olivier Couturier; Engelbert Mephu Nguifo; Brigitte Noiret (ICEIS, 2005)

IGB: A New Informative Generic Base of Association Rules. - Ghada Gasmi; Sadok Ben Yahia; Engelbert Mephu Nguifo; Yahya Slimani (PAKDD, 2005)

Treillis de concepts et classification supervisée. - Engelbert Mephu Nguifo; Patrick Njiwoua (Tech. Sci. Informatiques, 2005)

Succinct System of Minimal Generators: A Thorough Study, Limitations and New Definitions. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (CLA, 2006)

Generic Association Rule Bases: Are They so Succinct?. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (CLA, 2006)

Enhancing Tutoring Intelligence Using Knowledge Discovery Techniques. - Engelbert Mephu Nguifo; Roger Nkambou (IAT Workshops, 2006)

Une approche anthropocentrée interactive pour l'aide à la décision en marketing bancaire. - Olivier Couturier; Engelbert Mephu Nguifo (IHM, 2006)

Visualisation des règles associatives : vers une approche méta-cognitive. - Sadok Ben Yahia; Engelbert Mephu Nguifo (INFORSID, 2006)

Editorial introduction to special ARIMA / SACJ joint issue on advances in end-user data mining techniques. - Sadok Ben Yahia; Derrick G. Kourie; Engelbert Mephu Nguifo (South Afr. Comput. J., 2006)

Frequent closed itemset based algorithms: a thorough structural and analytical survey. - Sadok Ben Yahia; Tarek Hamrouni; Engelbert Mephu Nguifo (SIGKDD Explor., 2006)

Problem-Solving Knowledge Mining from Users' Actions in an Intelligent Tutoring System. - Roger Nkambou; Engelbert Mephu Nguifo; Olivier Couturier; Philippe Fournier-Viger (Canadian AI, 2007)

A Framework for Problem-Solving Knowledge Mining from Users' Actions. - Roger Nkambou; Engelbert Mephu Nguifo; Olivier Couturier; Philippe Fournier-Viger (AIED, 2007)

Biological Sequences Encoding for Supervised Classification. - Rabie Saidi; Mondher Maddouri; Engelbert Mephu Nguifo (BIRD, 2007)

A New Concise Representation of Frequent Patterns through Disjunctive Search Space. - Tarek Hamrouni; Islem Denden; Sadok Ben Yahia; Engelbert Mephu Nguifo (CLA, 2007)

CLANN: Concept Lattice-based Artificial Neural Network for Supervised Classification. - Norbert Tsopzé; Engelbert Mephu Nguifo; Gilbert Tindo (CLA, 2007)

EDOLA : Une nouvelle méthode d'alignement d'ontologies OWL-Lite. - Sami Zghal; Karim Kamoun; Sadok Ben Yahia; Engelbert Mephu Nguifo; Yahya Slimani (CORIA, 2007)

Extraction of Association Rules Based on Literalsets. - Ghada Gasmi; Sadok Ben Yahia; Engelbert Mephu Nguifo; Slim Bouker (DaWaK, 2007)

Towards a Finer Assessment of Extraction Contexts Sparseness. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (DEXA Workshops, 2007)

A new alignment method for OWL-Lite ontologies using propagation of similarity over the graph. - Sami Zghal; Engelbert Mephu Nguifo; Karim Kamoun; Sadok Ben Yahia; Yahya Slimani (DEXA Workshops, 2007)

Vers une plate-forme interactive pour la visualisation de grands ensembles de règles d'association. - Olivier Couturier; Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (EGC, 2007)

Les itemsets essentiels fermés : une nouvelle représentation concise. - Tarek Hamrouni; Islem Denden; Sadok Ben Yahia; Engelbert Mephu Nguifo; Yahya Slimani (EGC, 2007)

Classification supervisée de séquences biologiques basée sur les motifs et les matrices de substitution. - Rabie Saidi; Mondher Maddouri; Engelbert Mephu Nguifo (EGC, 2007)

Une étude des algorithmes de construction d'architecture des réseaux de neurones multicouches. - Norbert Tsopzé; Engelbert Mephu Nguifo; Gilbert Tindo (EGC, 2007)

Une nouvelle méthode d'alignement et de visualisation d'ontologies OWL-Lite. - Sami Zghal; Karim Kamoun; Sadok Ben Yahia; Engelbert Mephu Nguifo (EGC, 2007)

About the Lossless Reduction of the Minimal Generator Family of a Context. - Tarek Hamrouni; Petko Valtchev; Sadok Ben Yahia; Engelbert Mephu Nguifo (ICFCA, 2007)

A scalable association rule visualization towards displaying large amounts of knowledge. - Olivier Couturier; Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (IV, 2007)

SODA: an OWL-DL based Ontology Matching System. - Sami Zghal; Sadok Ben Yahia; Engelbert Mephu Nguifo; Yahya Slimani (OM, 2007)

M-CLANN: Multi-class Concept Lattice-Based Artificial Neural Network for Supervised Classification. - Engelbert Mephu Nguifo; Norbert Tsopzé; Gilbert Tindo (ICANN (2), 2008)

Using Knowledge Discovery Techniques to Support Tutoring in an Ill-Defined Domain. - Roger Nkambou; Engelbert Mephu Nguifo; Philippe Fournier-Viger (Intelligent Tutoring Systems, 2008)

A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems. - Philippe Fournier-Viger; Roger Nkambou; Engelbert Mephu Nguifo (MICAI, 2008)

Succinct Minimal Generators: Theoretical Foundations and Applications. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (Int. J. Found. Comput. Sci., 2008)

Preface. - Sadok Ben Yahia; Engelbert Mephu Nguifo (Int. J. Found. Comput. Sci., 2008)

Mining Temporal Patterns to Improve Agents Behavior: Two Case Studies. - Philippe Fournier-Viger; Roger Nkambou; Usef Faghihi; Engelbert Mephu Nguifo (Data Mining and Multi-agent Integration, 2009)

Exploiting Partial Problem Spaces Learned from Users' Interactions to Provide Key Tutoring Services in Procedural and Ill-Defined Domains. - Philippe Fournier-Viger; Roger Nkambou; Engelbert Mephu Nguifo (AIED, 2009)

OACAS - Ontologies Alignment using Composition and Aggregation of Similarities. - Sami Zghal; Marouen Kachroudi; Sadok Ben Yahia; Engelbert Mephu Nguifo (KEOD, 2009)

Comparing graph-based representations of protein for mining purposes. - Rabie Saidi; Mondher Maddouri; Engelbert Mephu Nguifo (KDD Workshop on Statistical and Relational Learning in Bioinformatics, 2009)

Sweeping the disjunctive search space towards mining new exact concise representations of frequent itemsets. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (Data Knowl. Eng., 2009)

Improving the Behavior of Intelligent Tutoring Agents with Data Mining. - Roger Nkambou; Philippe Fournier-Viger; Engelbert Mephu Nguifo (IEEE Intell. Syst., 2009)

A new generic basis of "factual" and "implicative" association rules. - Sadok Ben Yahia; Ghada Gasmi; Engelbert Mephu Nguifo (Intell. Data Anal., 2009)

M-CLANN: Multiclass Concept Lattice-Based Artificial Neural Network. - Engelbert Mephu Nguifo; Norbert Tsopzé; Gilbert Tindo (Constructive Neural Networks, 2009)

Etude de stabilité de méthodes d'extraction de motifs à partir des séquences protéiques. - Rabie Saidi; Sabeur Aridhi; Mondher Maddouri; Engelbert Mephu Nguifo (EGC, 2010)

CMRULES: An Efficient Algorithm for Mining Sequential Rules Common to Several Sequences. - Philippe Fournier-Viger; Usef Faghihi; Roger Nkambou; Engelbert Mephu Nguifo (FLAIRS, 2010)

Optimized Mining of a Concise Representation for Frequent Patterns based on Disjunctions Rather than Conjunctions. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (FLAIRS, 2010)

ITS in Ill-Defined Domains: Toward Hybrid Approaches. - Philippe Fournier-Viger; Roger Nkambou; Engelbert Mephu Nguifo; André Mayers (Intelligent Tutoring Systems (2), 2010)

Generalization of association rules through disjunction. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (Ann. Math. Artif. Intell., 2010)

Protein sequences classification by means of feature extraction with substitution matrices. - Rabie Saidi; Mondher Maddouri; Engelbert Mephu Nguifo (BMC Bioinform., 2010)

Combining Clustering techniques and Formal Concept Analysis to characterize Interestingness Measures - Dhouha Grissa; Sylvie Guillaume; Engelbert Mephu Nguifo (CoRR, 2010)

Exploiting Sequential Patterns Found in Users' Solutions and Virtual Tutor Behavior to Improve Assistance in ITS. - Philippe Fournier-Viger; Usef Faghihi; Roger Nkambou; Engelbert Mephu Nguifo (J. Educ. Technol. Soc., 2010)

Building Intelligent Tutoring Systems for Ill-Defined Domains. - Philippe Fournier-Viger; Roger Nkambou; Engelbert Mephu Nguifo (Advances in Intelligent Tutoring Systems, 2010)

Catégorisation des mesures d'intérêt pour l'extraction des connaissances. - Sylvie Guillaume; Dhouha Grissa; Engelbert Mephu Nguifo (EGC, 2011)

Towards a generalization of decompositional approach of rule extraction from multilayer artificial neural network. - Norbert Tsopzé; Engelbert Mephu Nguifo; Gilbert Tindo (IJCNN, 2011)

An Hybrid Expert Model to Support Tutoring Services in Robotic Arm Manipulations. - Philippe Fournier-Viger; Roger Nkambou; André Mayers; Engelbert Mephu Nguifo; Usef Faghihi (MICAI (1), 2011)

Extracting Both MofN Rules and if-then Rules from the Training Neural Networks. - Norbert Tsopzé; Engelbert Mephu Nguifo; Gilbert Tindo (NeSy, 2011)

OACAS: results for OAEI 2011. - Sami Zghal; Marouen Kachroudi; Sadok Ben Yahia; Engelbert Mephu Nguifo (OM, 2011)

Learning task models in ill-defined domain using an hybrid knowledge discovery framework. - Roger Nkambou; Philippe Fournier-Viger; Engelbert Mephu Nguifo (Knowl. Based Syst., 2011)

Introduction. - Engelbert Mephu Nguifo (Rev. d'Intelligence Artif., 2011)

A novel approach for mining representative spatial motifs of proteins. - Wajdi Dhifli; Rabie Saidi; Engelbert Mephu Nguifo (BCB, 2012)

Feature extraction in protein sequences classification: a new stability measure. - Rabie Saidi; Sabeur Aridhi; Engelbert Mephu Nguifo; Mondher Maddouri (BCB, 2012)

Ranking and Selecting Association Rules Based on Dominance Relationship. - Slim Bouker; Rabie Saidi; Sadok Ben Yahia; Engelbert Mephu Nguifo (ICTAI, 2012)

Multi-paradigm Generation of Tutoring Feedback in Robotic Arm Manipulation Training. - Philippe Fournier-Viger; Roger Nkambou; André Mayers; Engelbert Mephu Nguifo; Usef Faghihi (ITS, 2012)

Categorization of interestingness measures for knowledge extraction - Sylvie Guillaume; Dhouha Grissa; Engelbert Mephu Nguifo (CoRR, 2012)

A scalable mining of frequent quadratic concepts in d-folksonomies - Mohamed Nader Jelassi; Sadok Ben Yahia; Engelbert Mephu Nguifo (CoRR, 2012)

CMRules: Mining sequential rules common to several sequences. - Philippe Fournier-Viger; Usef Faghihi; Roger Nkambou; Engelbert Mephu Nguifo (Knowl. Based Syst., 2012)

DroPNet: a web portal for integrated analysis of Drosophila protein-protein interaction networks. - Yoan Renaud; Alexandre Baillif; Jean-Baptiste Perez; Marie Agier; Engelbert Mephu Nguifo; Vincent Mirouse (Nucleic Acids Res., 2012)

Une approche basée sur les treillis de Galois pour la définition des architectures des réseaux de neurones. - Norbert Tsopzé; Engelbert Mephu Nguifo; Gilbert Tindo (Tech. Sci. Informatiques, 2012)

Catégorisation des mesures d'intérêt pour l'extraction des connaissances. - Sylvie Guillaume; Dhouha Grissa; Engelbert Mephu Nguifo (Mesurer et évaluer la Qualité des Données et des Connaissances, 2012)

Nouvelle approche de recommandation personnalisée dans les folksonomies basée sur le profil des utilisateurs. - Mohamed Nader Jelassi; Sadok Ben Yahia; Engelbert Mephu Nguifo (IC, 2013)

Computational phenotype prediction of ionizing-radiation-resistant bacteria with a multiple-instance learning model. - Sabeur Aridhi; Mondher Maddouri; Haïtham Sghaier; Engelbert Mephu Nguifo (BIOKDD, 2013)

A personalized recommender system based on users' information in folksonomies. - Mohamed Nader Jelassi; Sadok Ben Yahia; Engelbert Mephu Nguifo (WWW (Companion Volume), 2013)

Towards an Efficient Discovery of the Topological Representative Subgraphs. - Wajdi Dhifli; Mohamed Moussaoui; Rabie Saidi; Engelbert Mephu Nguifo (CoRR, 2013)

Efficient construction of the lattice of frequent closed patterns and simultaneous extraction of generic bases of rules. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (CoRR, 2013)

Mining Representative Unsubstituted Graph Patterns Using Prior Similarity Matrix - Wajdi Dhifli; Rabie Saidi; Engelbert Mephu Nguifo (CoRR, 2013)

Towards a semantic and statistical selection of association rules - Slim Bouker; Rabie Saidi; Sadok Ben Yahia; Engelbert Mephu Nguifo (CoRR, 2013)

Looking for a structural characterization of the sparseness measure of (frequent closed) itemset contexts. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (Inf. Sci., 2013)

A Multiparadigm Intelligent Tutoring System for Robotic Arm Training. - Philippe Fournier-Viger; Roger Nkambou; Engelbert Mephu Nguifo; André Mayers; Usef Faghihi (IEEE Trans. Learn. Technol., 2013)

Une nouvelle approche d'estimation pour les entrepôts de données multi-granulaires incomplètes. - Nestor Koueya; Sandro Bimonte; Engelbert Mephu Nguifo (EDA, 2014)

Vers des recommandations plus personnalisées dans les folksonomies. - Mohamed Nader Jelassi; Sadok Ben Yahia; Engelbert Mephu Nguifo (IC, 2014)

Boolean factors as a means of clustering of interestingness measures of association rules. - Radim Belohlávek; Dhouha Grissa; Sylvie Guillaume; Engelbert Mephu Nguifo; Jan Outrata (Ann. Math. Artif. Intell., 2014)

Towards a constructive multilayer perceptron for regression task using non-parametric clustering. A case study of Photo-Z redshift reconstruction. - Cyrine Arouri; Engelbert Mephu Nguifo; Sabeur Aridhi; Cécile Roucelle; Gaëlle Bonnet-Loosli; Norbert Tsopzé (CoRR, 2014)

A perceptual hash function to store and retrieve large scale DNA sequences. - Jocelyn de Goër de Herve; Myoung-Ah Kang; Xavier Bailly; Engelbert Mephu Nguifo (CoRR, 2014)

Mining Undominated Association Rules Through Interestingness Measures. - Slim Bouker; Rabie Saidi; Sadok Ben Yahia; Engelbert Mephu Nguifo (Int. J. Artif. Intell. Tools, 2014)

Towards Faster Mining of Disjunction-Based Concise Representations of Frequent Patterns. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (Int. J. Artif. Intell. Tools, 2014)

Smoothing 3D Protein Structure Motifs Through Graph Mining and Amino Acid Similarities. - Wajdi Dhifli; Rabie Saidi; Engelbert Mephu Nguifo (J. Comput. Biol., 2014)

Un partitionnement basé sur la densité de graphe pour approcher la fouille distribuée de sous-graphes fréquents. - Sabeur Aridhi; Laurent d'Orazio; Mondher Maddouri; Engelbert Mephu Nguifo (Tech. Sci. Informatiques, 2014)

Cost Models for Distributed Pattern Mining in the Cloud. - Sabeur Aridhi; Laurent d'Orazio; Mondher Maddouri; Engelbert Mephu Nguifo (TrustCom/BigDataSE/ISPA (2), 2015)

Density-based data partitioning strategy to approximate large-scale subgraph mining. - Sabeur Aridhi; Laurent d'Orazio; Mondher Maddouri; Engelbert Mephu Nguifo (Inf. Syst., 2015)

Towards more targeted recommendations in folksonomies. - Mohamed Nader Jelassi; Sadok Ben Yahia; Engelbert Mephu Nguifo (Soc. Netw. Anal. Min., 2015)

PersoRec : un système personnalisé de recommandations pour les folksonomies basé sur les concepts quadratiques. - Mohamed Nader Jelassi; Sadok Ben Yahia; Engelbert Mephu Nguifo (EGC, 2016)

Étude du profil utilisateur pour la recommandation dans les folksonomies. - Mohamed Nader Jelassi; Sadok Ben Yahia; Engelbert Mephu Nguifo (IC, 2016)

Boolean factors based Artificial Neural Network. - Lauraine Tiogning Kueti; Norbert Tsopzé; Cezar Mbiethieu; Engelbert Mephu Nguifo; Laure Pauline Fotso (IJCNN, 2016)

Big Graph Mining: Frameworks and Techniques. - Sabeur Aridhi; Engelbert Mephu Nguifo (Big Data Res., 2016)

A multiple instance learning approach for sequence data with across bag dependencies. - Manel Zoghlami; Sabeur Aridhi; Haïtham Sghaier; Mondher Maddouri; Engelbert Mephu Nguifo (CoRR, 2016)

Prediction of Ionizing Radiation Resistance in Bacteria Using a Multiple Instance Learning Model. - Sabeur Aridhi; Haïtham Sghaier; Manel Zoghlami; Mondher Maddouri; Engelbert Mephu Nguifo (J. Comput. Biol., 2016)

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; Engelbert Mephu Nguifo (EGC, 2017)

On Containment of Triclusters Collections Generated by Quantified Box Operators. - Dmitrii Egurnov; Dmitry I. Ignatov; Engelbert Mephu Nguifo (ISMIS, 2017)

Synthetic Graph Generation from Finely-Tuned Temporal Constraints. - Karim Alami; Radu Ciucanu; Engelbert Mephu Nguifo (TD-LSG@PKDD/ECML, 2017)

A Distributed Framework for Large-Scale Time-Dependent Graph Analysis. - Wissem Inoubli; Lívia Almada Cruz; Ticiana Linhares Coelho da Silva; Gustavo Coutinho; Lucas Peres; Regis Pires Magalhães; José Antônio Fernandes de Macêdo; Sabeur Aridhi; Engelbert Mephu Nguifo (TD-LSG@PKDD/ECML, 2017)

EGG: A Framework for Generating Evolving RDF Graphs. - Karim Alami; Radu Ciucanu; Engelbert Mephu Nguifo (ISWC (Posters, Demos & Industry Tracks), 2017)

Towards Learned Clauses Database Reduction Strategies Based on Dominance Relationship. - Jerry Lonlac; Engelbert Mephu Nguifo (CoRR, 2017)

MR-SimLab: Scalable subgraph selection with label similarity for big data. - Wajdi Dhifli; Sabeur Aridhi; Engelbert Mephu Nguifo (Inf. Syst., 2017)

Preface: Selected Papers from the Workshop Bioinformatics and Artificial Intelligence Joined with the International Joint Conference on Artificial Intelligence. - Abdoulaye Baniré Diallo; Engelbert Mephu Nguifo; Mohammed J. Zaki (J. Comput. Biol., 2017)

Fouille de Motifs Graduels Fermés Fréquents Sous Contrainte de la Temporalité. - Jerry Lonlac; Benjamin Négrevergne; Yannick Miras; Aude Beauger; Engelbert Mephu Nguifo (EGC, 2018)

An Approach for Extracting Frequent (Closed) Gradual Patterns Under Temporal Constraint. - Jerry Lonlac; Yannick Miras; Aude Beauger; Vincent Mazenod; Jean-Luc Peiry; Engelbert Mephu Nguifo (FUZZ-IEEE, 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). - Vanel Steve Siyou Fotso; Engelbert Mephu Nguifo; Philippe Vaslin (CNIA+RJCIA, 2018)

ABClass : Une approche d'apprentissage multi-instances pour les séquences(ABClass: A multiple instance learning approach for sequence data). - Manel Zoghlami; Sabeur Aridhi; Mondher Maddouri; Engelbert Mephu Nguifo (CNIA+RJCIA, 2018)

A Comparative Study on Streaming Frameworks for Big Data. - Wissem Inoubli; Sabeur Aridhi; Haithem Mezni; Mondher Maddouri; Engelbert Mephu Nguifo (LADaS@VLDB, 2018)

An experimental survey on big data frameworks. - Wissem Inoubli; Sabeur Aridhi; Haithem Mezni; Mondher Maddouri; Engelbert Mephu Nguifo (Future Gener. Comput. Syst., 2018)

Using Boolean factors for the construction of an artificial neural networks. - Lauraine Tiogning Kueti; Norbert Tsopzé; Cezar Mbiethieu; Engelbert Mephu Nguifo; Laure Pauline Fotso (Int. J. Gen. Syst., 2018)

A Novel Computational Approach for Global Alignment for Multiple Biological Networks. - Warith Eddine Djeddi; Sadok Ben Yahia; Engelbert Mephu Nguifo (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

A Structure Based Multiple Instance Learning Approach for Bacterial Ionizing Radiation Resistance Prediction. - Manel Zoghlami; Sabeur Aridhi; Mondher Maddouri; Engelbert Mephu Nguifo (KES, 2019)

Extracting Frequent Gradual Patterns Using Constraints Modeling. - Jerry Lonlac; Saïd Jabbour; Engelbert Mephu Nguifo; Lakhdar Saïs; Badran Raddaoui (CoRR, 2019)

Classification des S{é}ries Temporelles Incertaines par Transformation Shapelet. - Michael Mbouopda; Engelbert Mephu Nguifo (CoRR, 2019)

A De Novo Robust Clustering Approach for Amplicon-Based Sequence Data. - Alexandre Bazin; Didier Debroas; Engelbert Mephu Nguifo (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. - Abdoulaye Baniré Diallo; Engelbert Mephu Nguifo; Wajdi Dhifli; Elham Azizi; Sandhya Prabhakaran; Wesley Tansey (J. Comput. Biol., 2019)

Efficiently Mining Recurrent Substructures from Protein Three-Dimensional Structure Graphs. - Rabie Saidi; Wajdi Dhifli; Mondher Maddouri; Engelbert Mephu Nguifo (J. Comput. Biol., 2019)

Grasp heuristic for time series compression with piecewise aggregate approximation. - Vanel Steve Siyou Fotso; Engelbert Mephu Nguifo; Philippe Vaslin (RAIRO Oper. Res., 2019)

Corrections to "A Novel Computational Approach for Global Alignment for Multiple Biological Networks". - Warith Eddine Djeddi; Sadok Ben Yahia; Engelbert Mephu Nguifo (IEEE ACM Trans. Comput. Biol. Bioinform., 2019)

Classification des séries temporelles incertaines par transformation Shapelet. - Michael Franklin Mbouopda; Engelbert Mephu Nguifo (CNIA, 2020)

Un algorithme distribué pour le clustering de grands graphes. - Wissem Inoubli; Sabeur Aridhi; Haithem Mezni; Mondher Maddouri; Engelbert Mephu Nguifo (EGC, 2020)

Categorical fuzzy entropy c-means. - Abdoul Jalil Djiberou Mahamadou; Violaine Antoine; Engelbert Mephu Nguifo; Sylvain Moreno (FUZZ-IEEE, 2020)

Uncertain Time Series Classification with Shapelet Transform. - Michael Franklin Mbouopda; Engelbert Mephu Nguifo (ICDM (Workshops), 2020)

Discovering Frequent Gradual Itemsets with Imprecise Data. - Michaël Chirmeni Boujike; Jerry Lonlac; Norbert Tsopzé; Engelbert Mephu Nguifo (CoRR, 2020)

Special issue on "Advances on Large Evolving Graphs". - Sabeur Aridhi; José A. F. de Macêdo; Engelbert Mephu Nguifo; Karine Zeitouni (Future Gener. Comput. Syst., 2020)

A novel algorithm for searching frequent gradual patterns from an ordered data set. - Jerry Lonlac; Engelbert Mephu Nguifo (Intell. Data Anal., 2020)

Multiple instance learning for sequence data with across bag dependencies. - Manel Zoghlami; Sabeur Aridhi; Mondher Maddouri; Engelbert Mephu Nguifo (Int. J. Mach. Learn. Cybern., 2020)

Frobenius correlation based u-shapelets discovery for time series clustering. - Vanel Steve Siyou Fotso; Engelbert Mephu Nguifo; Philippe Vaslin (Pattern Recognit., 2020)

GPoID : Extraction de Motifs Graduels pour les Bases de Données Imprécises. - Michaël Chirmeni Boujike; Jerry Lonlac; Norbert Tsopzé; Engelbert Mephu Nguifo (EGC, 2021)

Ontology-based data integration in a distributed context of coalition air missions. - Karima Ennaoui; Mathieu Faivre; Md Shahriar Hassan; Christophe Rey; Lauren Dargent; Hervé Girod; Engelbert Mephu Nguifo (EGC, 2021)

Apport de l'entropie pour les c-moyennes floues sur des données catégorielles. - Abdoul Jalil Djiberou Mahamadou; Violaine Antoine; Engelbert Mephu Nguifo; Sylvain Moreno (EGC, 2021)

Benchmarking convolutional neural networks for diagnosing Lyme disease from images. - Sk. Imran Hossain; Jocelyn de Goër de Herve; Md Shahriar Hassan; Delphine Martineau; Evelina Petrosyan; Violaine Corbain; Jean Beytout; Isabelle Lebert; Elisabeth Baux; Céline Cazorla; Carole Eldin; Yves Hansmann; et al. (CoRR, 2021)

Évaluation comparative de méthodes non supervisées pour la détection de points anormaux dans les flux de données. - Anne Marthe Sophie Ngo Bibinbe; Michael Franklin Mbouopda; Gertrude Raissa Mbiadou Saleu; Engelbert Mephu Nguifo (EGC, 2022)

Une approche basée sur les motifs graduels pour la recommandation dans un contexte de consommation répétée. - Michaël Chirmeni Boujike; Norbert Tsopzé; Jerry Lonlac; Rosette Nganmeni Njamnou; Engelbert Mephu Nguifo; Laure Pauline Fotso (EGC, 2022)

L'ambiguïté dans la représentation des émotions : état de l'art des bases de données multimodales. - Hélène Tran; Lisa Brelet; Issam Falih; Xavier Goblet; Engelbert Mephu Nguifo (EGC, 2022)

DragStream: An Anomaly And Concept Drift Detector In Univariate Data Streams. - Anne Marthe Sophie Ngo Bibinbe; Abdoul Jalil Djiberou Mahamadou; Michael Franklin Mbouopda; Engelbert Mephu Nguifo (ICDM (Workshops), 2022)

A survey on unsupervised learning algorithms for detecting abnormal points in streaming data. - Anne Marthe Sophie Ngo Bibinbe; Michael Franklin Mbouopda; Gertrude Raissa Mbiadou Saleu; Engelbert Mephu Nguifo (IJCNN, 2022)

Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images. - Sk. Imran Hossain; Jocelyn de Goër de Herve; Md Shahriar Hassan; Delphine Martineau; Evelina Petrosyan; Violaine Corbin; Jean Beytout; Isabelle Lebert; Jonas Durand; Irene Carravieri; Annick Brun-Jacob; Pascale Frey-Klett; et al. (Comput. Methods Programs Biomed., 2022)

Explainable classification of astronomical uncertain time series. - Michael Franklin Mbouopda; Emille E. O. Ishida; Engelbert Mephu Nguifo; Emmanuel Gangler (CoRR, 2022)

A comparative study of emotion recognition methods using facial expressions. - Rim El Cheikh; Hélène Tran; Issam Falih; Engelbert Mephu Nguifo (CoRR, 2022)

A distributed and incremental algorithm for large-scale graph clustering. - Wissem Inoubli; Sabeur Aridhi; Haithem Mezni; Mondher Maddouri; Engelbert Mephu Nguifo (Future Gener. Comput. Syst., 2022)

On the design of a similarity function for sparse binary data with application on protein function annotation. - Marcelo B. A. Veras; Bishnu Sarker; Sabeur Aridhi; João P. P. Gomes; José A. F. de Macêdo; Engelbert Mephu Nguifo; Marie-Dominique Devignes; Malika Smaïl-Tabbone (Knowl. Based Syst., 2022)

Extracting Frequent Gradual Patterns Based on SAT. - Jerry Lonlac; Imen Ouled Dlala; Saïd Jabbour; Engelbert Mephu Nguifo; Badran Raddaoui; Lakhdar Sais (DATA, 2023)

Étude comparative de méthodes de reconnaissance des émotions à partir d'expressions faciales. - Rim El Cheikh; Hélène Tran; Issam Falih; Engelbert Mephu Nguifo (EGC, 2023)

EMScan : une application mobile pour l'assistance au diagnostic des formes précoces de la maladie de Lyme. - Sk. Imran Hossain; Jocelyn de Goër de Herve; Yann Frendo; Delphine Martineau; Isabelle Lebert; Olivier Lesens; Engelbert Mephu Nguifo (EGC, 2023)

Graph Representation Learning for Recommendation Systems: A Short Review. - Khouloud Ammar; Wissem Inoubli; Sami Zghal; Engelbert Mephu Nguifo (ICIKS, 2023)

DGCN: Learning Graph Representations Via Dense Connections. - Khairi Abidi; Wissem Inoubli; Engelbert Mephu Nguifo (KES, 2023)

Trans-Trip: Translation-based embedding with Triplets for Heterogeneous Graphs. - Khouloud Ammar; Wissem Inoubli; Sami Zghal; Amel Borji; Engelbert Mephu Nguifo (KES, 2023)

Top-k Learned Clauses for Modern SAT Solvers. - Jerry Lonlac; Engelbert Mephu Nguifo (Int. J. Artif. Intell. Tools, 2023)

GRAPGT: GRAdual patterns with gradualness threshold. - Michaël Chirmeni Boujike; Jerry Lonlac; Norbert Tsopzé; Engelbert Mephu Nguifo; Laure Pauline Fotso (Int. J. Gen. Syst., 2023)

Scaling Knowledge Graph Embedding with Parallel TransE and Graph Partitioning. - Khouloud Ammar; Wissem Inoubli; Sami Zghal; Engelbert Mephu Nguifo (AICCSA, 2024)

Une Etude Comparative entre Motifs Graduels et Corrélations Statistiques. - Maureen Domche; Jerry Lonlac; Norbert Tsopzé; Engelbert Mephu Nguifo (EGC, 2024)

SEDAF : Prototype d'un Système Explicable de Détection d'Anomalies dans les Flux de Données. - Florentin Flambeau Jiechieu Kameni; Anne Marthe Sophie Ngo Bibinbe; Vasilis Cako; Abdoul Jalil Djiberou Mahamadou; Mohamed Rayane Bakari; Kevin Dilan Nguetche; Durande Kamga Nguifo; Anthony Bertrand; Michael Franklin Mbouopda; Rim El Cheikh; Gertrude Raissa Mbiadou Saleu; Engelbert Mephu Nguifo (EGC, 2024)

Revisiting Frequent (Closed) Gradual Itemsets Mining. - Jerry Lonlac; Bernoulli Fotsing Tchide; Alain Bertrand Bomgni; Arnaud Doniec; Engelbert Mephu Nguifo (ICTAI, 2024)

Scalable and accurate subsequence transform for time series classification. - Michael Franklin Mbouopda; Engelbert Mephu Nguifo (Pattern Recognit., 2024)

On the Discovery of Frequent Gradual Patterns: A Symbolic AI-Based Framework. - Jerry Lonlac; Imen Ouled Dlala; Saïd Jabbour; Engelbert Mephu Nguifo; Badran Raddaoui; Lakhdar Saïs (SN Comput. Sci., 2024)

Une nouvelle approche pour la génération efficace des motifs graduels. - Durande Kamga Nguifo; Jerry Lonlac Konlac; Anthony Fleury; Engelbert Mephu Nguifo (EGC, 2025)

A degree centrality-enhanced computational approach for local network alignment leveraging knowledge graph embeddings. - Warith Eddine Djeddi; Sadok Ben Yahia; Engelbert Mephu Nguifo (Expert Syst. Appl., 2025)

Expert opinion elicitation for assisting deep learning based Lyme disease classifier with patient data. - Sk. Imran Hossain; Jocelyn de Goër de Herve; David Abrial; Richard Emilion; Isabelle Lebert; Yann Frendo; Delphine Martineau; Olivier Lesens; Engelbert Mephu Nguifo (Int. J. Medical Informatics, 2025)

Navigating complexity: a comprehensive review of heterogeneous information networks and embedding techniques. - Khouloud Ammar; Wissem Inoubli; Sami Zghal; Engelbert Mephu Nguifo (Knowl. Inf. Syst., 2025)