Engelbert Mephu Nguifo

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 68

Top Venues

CoRR

EGC

J. Comput. Biol.

Publications

Michael Franklin Mbouopda, Engelbert Mephu Nguifo
Scalable and accurate subsequence transform for time series classification. Pattern Recognit. 147 (2024)
Rim El Cheikh, Hélène Tran, Issam Falih, Engelbert Mephu Nguifo
Étude comparative de méthodes de reconnaissance des émotions à partir d'expressions faciales. EGC (2023)
Khouloud Ammar, Wissem Inoubli, Sami Zghal, Amel Borji, Engelbert Mephu Nguifo
Trans-Trip: Translation-based embedding with Triplets for Heterogeneous Graphs. KES (2023)
Khouloud Ammar, Wissem Inoubli, Sami Zghal, Engelbert Mephu Nguifo
Graph Representation Learning for Recommendation Systems: A Short Review. ICIKS (2023)
Jerry Lonlac, Engelbert Mephu Nguifo
Top-k Learned Clauses for Modern SAT Solvers. Int. J. Artif. Intell. Tools 32 (1) (2023)
Sk. Imran Hossain, Jocelyn de Goër de Herve, Yann Frendo, Delphine Martineau, Isabelle Lebert, Olivier Lesens, Engelbert Mephu Nguifo
EMScan : une application mobile pour l'assistance au diagnostic des formes précoces de la maladie de Lyme. EGC (2023)
Michaël Chirmeni Boujike, Jerry Lonlac, Norbert Tsopzé, Engelbert Mephu Nguifo, Laure Pauline Fotso
GRAPGT: GRAdual patterns with gradualness threshold. Int. J. Gen. Syst. 52 (5) (2023)
Khairi Abidi, Wissem Inoubli, Engelbert Mephu Nguifo
DGCN: Learning Graph Representations Via Dense Connections. KES (2023)
Jerry Lonlac, Imen Ouled Dlala, Saïd Jabbour, Engelbert Mephu Nguifo, Badran Raddaoui, Lakhdar Sais
Extracting Frequent Gradual Patterns Based on SAT. DATA (2023)
Anne Marthe Sophie Ngo Bibinbe, Abdoul Jalil Djiberou Mahamadou, Michael Franklin Mbouopda, Engelbert Mephu Nguifo
DragStream: An Anomaly And Concept Drift Detector In Univariate Data Streams. ICDM (Workshops) (2022)
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
On the design of a similarity function for sparse binary data with application on protein function annotation. Knowl. Based Syst. 238 (2022)
Rim EL Cheikh, Hélène Tran, Issam Falih, Engelbert Mephu Nguifo
A comparative study of emotion recognition methods using facial expressions. CoRR (2022)
Anne Marthe Sophie Ngo Bibinbe, Michael Franklin Mbouopda, Gertrude Raissa Mbiadou Saleu, Engelbert Mephu Nguifo
Évaluation comparative de méthodes non supervisées pour la détection de points anormaux dans les flux de données. EGC (2022)
Michaël Chirmeni Boujike, Norbert Tsopzé, Jerry Lonlac, Rosette Nganmeni Njamnou, Engelbert Mephu Nguifo, Laure Pauline Fotso
Une approche basée sur les motifs graduels pour la recommandation dans un contexte de consommation répétée. EGC (2022)
Hélène Tran, Lisa Brelet, Issam Falih, Xavier Goblet, Engelbert Mephu Nguifo
L'ambiguïté dans la représentation des émotions : état de l'art des bases de données multimodales. EGC (2022)
Anne Marthe Sophie Ngo Bibinbe, Michael Franklin Mbouopda, Gertrude Raissa Mbiadou Saleu, Engelbert Mephu Nguifo
A survey on unsupervised learning algorithms for detecting abnormal points in streaming data. IJCNN (2022)
Sk. Imran Hossain, Jocelyn de Goër de Herve, David Abrial, Richard Emillion, Isabelle Lebert, Yann Frendo, Delphine Martineau, Olivier Lesens, Engelbert Mephu Nguifo
Expert Opinion Elicitation for Assisting Deep Learning based Lyme Disease Classifier with Patient Data. CoRR (2022)
Michael Franklin Mbouopda, Emille E. O. Ishida, Engelbert Mephu Nguifo, Emmanuel Gangler
Explainable classification of astronomical uncertain time series. CoRR (2022)
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, Elisabeth Baux, Céline Cazorla, Carole Eldin, Yves Hansmann, Solene Patrat-Delon, Thierry Prazuck, Alice Raffetin, Pierre Tattevin, Gwenaël Vourc'h, Olivier Lesens, Engelbert Mephu Nguifo
Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images. Comput. Methods Programs Biomed. 215 (2022)
Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo
A distributed and incremental algorithm for large-scale graph clustering. Future Gener. Comput. Syst. 134 (2022)
Michaël Chirmeni Boujike, Jerry Lonlac, Norbert Tsopzé, Engelbert Mephu Nguifo
GPoID : Extraction de Motifs Graduels pour les Bases de Données Imprécises. EGC (2021)
Michael Franklin Mbouopda, Engelbert Mephu Nguifo
Uncertain Time Series Classification With Shapelet Transform. CoRR (2021)
Karima Ennaoui, Mathieu Faivre, Md Shahriar Hassan, Christophe Rey, Lauren Dargent, Hervé Girod, Engelbert Mephu Nguifo
Ontology-based data integration in a distributed context of coalition air missions. EGC (2021)
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, Solene Patrat-Delon, Thierry Prazuck, Alice Raffetin, Pierre Tattevin, Gwenaël Vourc'H, Olivier Lesens, Engelbert Mephu Nguifo
Benchmarking convolutional neural networks for diagnosing Lyme disease from images. CoRR (2021)
Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Engelbert Mephu Nguifo, Sylvain Moreno
Apport de l'entropie pour les c-moyennes floues sur des données catégorielles. EGC (2021)
Sabeur Aridhi, José A. F. de Macêdo, Engelbert Mephu Nguifo, Karine Zeitouni
Special issue on "Advances on Large Evolving Graphs". Future Gener. Comput. Syst. 110 (2020)
Michaël Chirmeni Boujike, Jerry Lonlac, Norbert Tsopzé, Engelbert Mephu Nguifo
Discovering Frequent Gradual Itemsets with Imprecise Data. CoRR (2020)
Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Engelbert Mephu Nguifo, Sylvain Moreno
Categorical fuzzy entropy c-means. FUZZ-IEEE (2020)
Michael Franklin Mbouopda, Engelbert Mephu Nguifo
Classification des séries temporelles incertaines par transformation Shapelet. CNIA (2020)
Vanel Steve Siyou Fotso, Engelbert Mephu Nguifo, Philippe Vaslin
Frobenius correlation based u-shapelets discovery for time series clustering. Pattern Recognit. 103 (2020)
Jerry Lonlac, Engelbert Mephu Nguifo
A novel algorithm for searching frequent gradual patterns from an ordered data set. Intell. Data Anal. 24 (5) (2020)
Manel Zoghlami, Sabeur Aridhi, Mondher Maddouri, Engelbert Mephu Nguifo
Multiple instance learning for sequence data with across bag dependencies. Int. J. Mach. Learn. Cybern. 11 (3) (2020)
Michael Franklin Mbouopda, Engelbert Mephu Nguifo
Uncertain Time Series Classification with Shapelet Transform. ICDM (Workshops) (2020)
Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo
Un algorithme distribué pour le clustering de grands graphes. EGC (2020)
Warith Eddine Djeddi, Sadok Ben Yahia, Engelbert Mephu Nguifo
Corrections to "A Novel Computational Approach for Global Alignment for Multiple Biological Networks". IEEE ACM Trans. Comput. Biol. Bioinform. 16 (2) (2019)
Rabie Saidi, Wajdi Dhifli, Mondher Maddouri, Engelbert Mephu Nguifo
Efficiently Mining Recurrent Substructures from Protein Three-Dimensional Structure Graphs. J. Comput. Biol. 26 (6) (2019)
Vanel Steve Siyou Fotso, Engelbert Mephu Nguifo, Philippe Vaslin
Grasp heuristic for time series compression with piecewise aggregate approximation. RAIRO Oper. Res. 53 (1) (2019)
Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo
A De Novo Robust Clustering Approach for Amplicon-Based Sequence Data. J. Comput. Biol. 26 (6) (2019)
Manel Zoghlami, Sabeur Aridhi, Mondher Maddouri, Engelbert Mephu Nguifo
A Structure Based Multiple Instance Learning Approach for Bacterial Ionizing Radiation Resistance Prediction. KES (2019)
Jerry Lonlac, Saïd Jabbour, Engelbert Mephu Nguifo, Lakhdar Saïs, Badran Raddaoui
Extracting Frequent Gradual Patterns Using Constraints Modeling. CoRR (2019)
Michael Mbouopda, Engelbert Mephu Nguifo
Classification des S{é}ries Temporelles Incertaines par Transformation Shapelet. CoRR (2019)
Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Wajdi Dhifli, Elham Azizi, Sandhya Prabhakaran, Wesley Tansey
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. 26 (6) (2019)
Lauraine Tiogning Kueti, Norbert Tsopzé, Cezar Mbiethieu, Engelbert Mephu Nguifo, Laure Pauline Fotso
Using Boolean factors for the construction of an artificial neural networks. Int. J. Gen. Syst. 47 (8) (2018)
Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo
A de novo robust clustering approach for amplicon-based sequence data. CNIA+RJCIA (2018)
Jerry Lonlac, Benjamin Négrevergne, Yannick Miras, Aude Beauger, Engelbert Mephu Nguifo
Fouille de Motifs Graduels Fermés Fréquents Sous Contrainte de la Temporalité. EGC (2018)
Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo
An experimental survey on big data frameworks. Future Gener. Comput. Syst. 86 (2018)
Manel Zoghlami, Sabeur Aridhi, Mondher Maddouri, Engelbert Mephu Nguifo
ABClass : Une approche d'apprentissage multi-instances pour les séquences(ABClass: A multiple instance learning approach for sequence data). CNIA+RJCIA (2018)
Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo
A Comparative Study on Streaming Frameworks for Big Data. LADaS@VLDB (2018)
Jerry Lonlac, Yannick Miras, Aude Beauger, Vincent Mazenod, Jean-Luc Peiry, Engelbert Mephu Nguifo
An Approach for Extracting Frequent (Closed) Gradual Patterns Under Temporal Constraint. FUZZ-IEEE (2018)
Vanel Steve Siyou Fotso, Engelbert Mephu Nguifo, Philippe Vaslin
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). CNIA+RJCIA (2018)
Warith Eddine Djeddi, Sadok Ben Yahia, Engelbert Mephu Nguifo
A Novel Computational Approach for Global Alignment for Multiple Biological Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (6) (2018)
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
A Distributed Framework for Large-Scale Time-Dependent Graph Analysis. TD-LSG@PKDD/ECML (2017)
Dmitrii Egurnov, Dmitry I. Ignatov, Engelbert Mephu Nguifo
On Containment of Triclusters Collections Generated by Quantified Box Operators. ISMIS (2017)
Jerry Lonlac, Engelbert Mephu Nguifo
Towards Learned Clauses Database Reduction Strategies Based on Dominance Relationship. CoRR (2017)
Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed J. Zaki
Preface: Selected Papers from the Workshop Bioinformatics and Artificial Intelligence Joined with the International Joint Conference on Artificial Intelligence. J. Comput. Biol. 24 (8) (2017)
Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo
A De Novo Robust Clustering Approach for Amplicon-Based Sequence Data. BAI@IJCAI (2017)
Wajdi Dhifli, Sabeur Aridhi, Engelbert Mephu Nguifo
MR-SimLab: Scalable subgraph selection with label similarity for big data. Inf. Syst. 69 (2017)
Karim Alami, Radu Ciucanu, Engelbert Mephu Nguifo
EGG: A Framework for Generating Evolving RDF Graphs. ISWC (Posters, Demos & Industry Tracks) (2017)
Karim Alami, Radu Ciucanu, Engelbert Mephu Nguifo
Synthetic Graph Generation from Finely-Tuned Temporal Constraints. TD-LSG@PKDD/ECML (2017)
Jerry Lonlac, Yannick Miras, Aude Beauger, Marie Pailloux, Jean-Luc Peiry, Engelbert Mephu Nguifo
Une Approche d'Extraction de Motifs Graduels (Fermés) Fréquents Sous Contrainte de la Temporalité. EGC (2017)
Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
PERSOREC : un système personnalisé de recommandations pour les folksonomies basé sur les concepts quadratiques. IC (2016)
Manel Zoghlami, Sabeur Aridhi, Haïtham Sghaier, Mondher Maddouri, Engelbert Mephu Nguifo
A multiple instance learning approach for sequence data with across bag dependencies. CoRR (2016)
Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
PersoRec : un système personnalisé de recommandations pour les folksonomies basé sur les concepts quadratiques. EGC (2016)
Sabeur Aridhi, Haïtham Sghaier, Manel Zoghlami, Mondher Maddouri, Engelbert Mephu Nguifo
Prediction of Ionizing Radiation Resistance in Bacteria Using a Multiple Instance Learning Model. J. Comput. Biol. 23 (1) (2016)
Sabeur Aridhi, Engelbert Mephu Nguifo
Big Graph Mining: Frameworks and Techniques. CoRR (2016)
Lauraine Tiogning Kueti, Norbert Tsopzé, Cezar Mbiethieu, Engelbert Mephu Nguifo, Laure Pauline Fotso
Boolean factors based Artificial Neural Network. IJCNN (2016)
Sabeur Aridhi, Engelbert Mephu Nguifo
Big Graph Mining: Frameworks and Techniques. Big Data Res. 6 (2016)
Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
Étude du profil utilisateur pour la recommandation dans les folksonomies. IC (2016)
Sabeur Aridhi, Laurent d'Orazio, Mondher Maddouri, Engelbert Mephu Nguifo
Cost Models for Distributed Pattern Mining in the Cloud. TrustCom/BigDataSE/ISPA (2) (2015)
Sabeur Aridhi, Laurent d'Orazio, Mondher Maddouri, Engelbert Mephu Nguifo
Density-based data partitioning strategy to approximate large-scale subgraph mining. Inf. Syst. 48 (2015)
Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
Towards more targeted recommendations in folksonomies. Soc. Netw. Anal. Min. 5 (1) (2015)
Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
PERSOREC : un système personnalisé de recommandations pour les folksonomies basé sur les concepts quadratiques. IC (2015)
Slim Bouker, Rabie Saidi, Sadok Ben Yahia, Engelbert Mephu Nguifo
Mining Undominated Association Rules Through Interestingness Measures. Int. J. Artif. Intell. Tools 23 (4) (2014)
Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo
Smoothing 3D Protein Structure Motifs Through Graph Mining and Amino Acid Similarities. J. Comput. Biol. 21 (2) (2014)
Nestor Koueya, Sandro Bimonte, Engelbert Mephu Nguifo
Une nouvelle approche d'estimation pour les entrepôts de données multi-granulaires incomplètes. EDA (2014)
Cyrine Arouri, Engelbert Mephu Nguifo, Sabeur Aridhi, Cécile Roucelle, Gaëlle Bonnet-Loosli, Norbert Tsopzé
Towards a constructive multilayer perceptron for regression task using non-parametric clustering. A case study of Photo-Z redshift reconstruction. CoRR (2014)
Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
Vers des recommandations plus personnalisées dans les folksonomies. IC (2014)
Radim Belohlávek, Dhouha Grissa, Sylvie Guillaume, Engelbert Mephu Nguifo, Jan Outrata
Boolean factors as a means of clustering of interestingness measures of association rules. Ann. Math. Artif. Intell. 70 (1-2) (2014)
Sabeur Aridhi, Laurent d'Orazio, Mondher Maddouri, Engelbert Mephu Nguifo
Un partitionnement basé sur la densité de graphe pour approcher la fouille distribuée de sous-graphes fréquents. Tech. Sci. Informatiques 33 (9-10) (2014)
Jocelyn de Goër de Herve, Myoung-Ah Kang, Xavier Bailly, Engelbert Mephu Nguifo
A perceptual hash function to store and retrieve large scale DNA sequences. CoRR (2014)
Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
Towards Faster Mining of Disjunction-Based Concise Representations of Frequent Patterns. Int. J. Artif. Intell. Tools 23 (2) (2014)
Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo
Mining Representative Unsubstituted Graph Patterns Using Prior Similarity Matrix CoRR (2013)
Slim Bouker, Rabie Saidi, Sadok Ben Yahia, Engelbert Mephu Nguifo
Towards a semantic and statistical selection of association rules CoRR (2013)
Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo, André Mayers, Usef Faghihi
A Multiparadigm Intelligent Tutoring System for Robotic Arm Training. IEEE Trans. Learn. Technol. 6 (4) (2013)
Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
Nouvelle approche de recommandation personnalisée dans les folksonomies basée sur le profil des utilisateurs. IC (2013)
Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
Nouvelle approche de recommandation personnalisee dans les folksonomies basee sur le profil des utilisateurs CoRR (2013)
Wajdi Dhifli, Mohamed Moussaoui, Rabie Saidi, Engelbert Mephu Nguifo
Towards an Efficient Discovery of the Topological Representative Subgraphs. CoRR (2013)
Sabeur Aridhi, Mondher Maddouri, Haïtham Sghaier, Engelbert Mephu Nguifo
Computational phenotype prediction of ionizing-radiation-resistant bacteria with a multiple-instance learning model. BIOKDD (2013)
Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
Looking for a structural characterization of the sparseness measure of (frequent closed) itemset contexts. Inf. Sci. 222 (2013)
Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
Efficient construction of the lattice of frequent closed patterns and simultaneous extraction of generic bases of rules. CoRR (2013)
Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
A personalized recommender system based on users' information in folksonomies. WWW (Companion Volume) (2013)
Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo
CMRules: Mining sequential rules common to several sequences. Knowl. Based Syst. 25 (1) (2012)
Slim Bouker, Rabie Saidi, Sadok Ben Yahia, Engelbert Mephu Nguifo
Ranking and Selecting Association Rules Based on Dominance Relationship. ICTAI (2012)
Yoan Renaud, Alexandre Baillif, Jean-Baptiste Perez, Marie Agier, Engelbert Mephu Nguifo, Vincent Mirouse
protein-protein interaction networks. Nucleic Acids Res. 40 (Web-Server-Issue) (2012)
Sylvie Guillaume, Dhouha Grissa, Engelbert Mephu Nguifo
Categorization of interestingness measures for knowledge extraction CoRR (2012)
Philippe Fournier-Viger, Roger Nkambou, André Mayers, Engelbert Mephu Nguifo, Usef Faghihi
Multi-paradigm Generation of Tutoring Feedback in Robotic Arm Manipulation Training. ITS (2012)
Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo
Une approche basée sur les treillis de Galois pour la définition des architectures des réseaux de neurones. Tech. Sci. Informatiques 31 (5) (2012)
Rabie Saidi, Sabeur Aridhi, Engelbert Mephu Nguifo, Mondher Maddouri
Feature extraction in protein sequences classification: a new stability measure. BCB (2012)
Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo
A novel approach for mining representative spatial motifs of proteins. BCB (2012)
Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
A scalable mining of frequent quadratic concepts in d-folksonomies CoRR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Engelbert Mephu Nguifo