Engelbert Mephu Nguifo

207 papers A* 1A 3B 23C 10Misc 3Journal 83Unranked 76

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explainable classification of astronomical uncertain time series. Big Data Res. Michael Franklin Mbouopda, Emille E. O. Ishida, Engelbert Mephu Nguifo, Emmanuel Gangler
2026	J	`jnl`	Multi-Level Bidirectional Decoder Interaction for Uncertainty-Aware Breast Ultrasound Analysis. CoRR Abdullah Al Shafi, Md Kawsar Mahmud Khan Zunayed, Safin Ahmmed, Sk. Imran Hossain, Engelbert Mephu Nguifo
2026	A*	`conf`	OnlineBootKNN: An Unsupervised Framework for Detecting Anomalies in Spectral Data Streams. AAAI Nicolas Rojas Varela, Julien Ah-Pine, Engelbert Mephu Nguifo
2025	J	`jnl`	A K-Means, Ward and DBSCAN repeatability study. CoRR Anthony Bertrand, Engelbert Mephu Nguifo, Violaine Antoine, David Hill
2025	J	`jnl`	A degree centrality-enhanced computational approach for local network alignment leveraging knowledge graph embeddings. Expert Syst. Appl. Warith Eddine Djeddi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2025	J	`jnl`	Expert opinion elicitation for assisting deep learning based Lyme disease classifier with patient data. Int. J. Medical Informatics Sk. Imran Hossain, Jocelyn de Goër de Herve, David Abrial, Richard Emilion, Isabelle Lebert, Yann Frendo, Delphine Martineau, Olivier Lesens, Engelbert Mephu Nguifo
2025	—	`conf`	Mining Faster, Not Harder: A New Criterion for Gradual Pattern Mining. FUZZ Durande Kamga Nguifo, Jerry Lonlac, Anthony Fleury, Engelbert Mephu Nguifo
2025	J	`jnl`	Navigating complexity: a comprehensive review of heterogeneous information networks and embedding techniques. Knowl. Inf. Syst. Khouloud Ammar, Wissem Inoubli, Sami Zghal, Engelbert Mephu Nguifo
2025	—	`conf`	Une nouvelle approche pour la génération efficace des motifs graduels. EGC Durande Kamga Nguifo, Jerry Lonlac Konlac, Anthony Fleury, Engelbert Mephu Nguifo
2025	B	`conf`	WeightedHGE: Weighted Heterogeneous Graph Embedding. KES Khouloud Ammar, Wissem Inoubli, Sami Zghal, Engelbert Mephu Nguifo
2025	J	`jnl`	XLITE-Unet: Extremely Light and Efficient Deep learning architecture with selective atrous and axial depthwise convolution for image segmentation. Comput. Vis. Image Underst. Cezar Mbiethieu, Norbert Tsopzé, Engelbert Mephu Nguifo
2024	J	`jnl`	On the Discovery of Frequent Gradual Patterns: A Symbolic AI-Based Framework. SN Comput. Sci. Jerry Lonlac, Imen Ouled Dlala, Saïd Jabbour, Engelbert Mephu Nguifo, Badran Raddaoui, Lakhdar Saïs
2024	B	`conf`	Revisiting Frequent (Closed) Gradual Itemsets Mining. ICTAI Jerry Lonlac, Bernoulli Fotsing Tchide, Alain Bertrand Bomgni, Arnaud Doniec, Engelbert Mephu Nguifo
2024	—	`conf`	SEDAF : Prototype d'un Système Explicable de Détection d'Anomalies dans les Flux de Données. EGC 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
2024	J	`jnl`	Scalable and accurate subsequence transform for time series classification. Pattern Recognit. Michael Franklin Mbouopda, Engelbert Mephu Nguifo
2024	C	`conf`	Scaling Knowledge Graph Embedding with Parallel TransE and Graph Partitioning. AICCSA Khouloud Ammar, Wissem Inoubli, Sami Zghal, Engelbert Mephu Nguifo
2024	—	`conf`	Une Etude Comparative entre Motifs Graduels et Corrélations Statistiques. EGC Maureen Domche, Jerry Lonlac, Norbert Tsopzé, Engelbert Mephu Nguifo
2023	B	`conf`	DGCN: Learning Graph Representations Via Dense Connections. KES Khairi Abidi, Wissem Inoubli, Engelbert Mephu Nguifo
2023	—	`conf`	EMScan : une application mobile pour l'assistance au diagnostic des formes précoces de la maladie de Lyme. EGC Sk. Imran Hossain, Jocelyn de Goër de Herve, Yann Frendo, Delphine Martineau, Isabelle Lebert, Olivier Lesens, Engelbert Mephu Nguifo
2023	C	`conf`	Extracting Frequent Gradual Patterns Based on SAT. DATA Jerry Lonlac, Imen Ouled Dlala, Saïd Jabbour, Engelbert Mephu Nguifo, Badran Raddaoui, Lakhdar Sais
2023	J	`jnl`	GRAPGT: GRAdual patterns with gradualness threshold. Int. J. Gen. Syst. Michaël Chirmeni Boujike, Jerry Lonlac, Norbert Tsopzé, Engelbert Mephu Nguifo, Laure Pauline Fotso
2023	—	`conf`	Graph Representation Learning for Recommendation Systems: A Short Review. ICIKS Khouloud Ammar, Wissem Inoubli, Sami Zghal, Engelbert Mephu Nguifo
2023	J	`jnl`	Top-k Learned Clauses for Modern SAT Solvers. Int. J. Artif. Intell. Tools Jerry Lonlac, Engelbert Mephu Nguifo
2023	B	`conf`	Trans-Trip: Translation-based embedding with Triplets for Heterogeneous Graphs. KES Khouloud Ammar, Wissem Inoubli, Sami Zghal, Amel Borji, Engelbert Mephu Nguifo
2023	—	`conf`	Étude comparative de méthodes de reconnaissance des émotions à partir d'expressions faciales. EGC Rim El Cheikh, Hélène Tran, Issam Falih, Engelbert Mephu Nguifo
2022	J	`jnl`	A comparative study of emotion recognition methods using facial expressions. CoRR Rim El Cheikh, Hélène Tran, Issam Falih, Engelbert Mephu Nguifo
2022	J	`jnl`	A distributed and incremental algorithm for large-scale graph clustering. Future Gener. Comput. Syst. Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo
2022	B	`conf`	A survey on unsupervised learning algorithms for detecting abnormal points in streaming data. IJCNN Anne Marthe Sophie Ngo Bibinbe, Michael Franklin Mbouopda, Gertrude Raissa Mbiadou Saleu, Engelbert Mephu Nguifo
2022	—	`conf`	DragStream: An Anomaly And Concept Drift Detector In Univariate Data Streams. ICDM (Workshops) Anne Marthe Sophie Ngo Bibinbe, Abdoul Jalil Djiberou Mahamadou, Michael Franklin Mbouopda, Engelbert Mephu Nguifo
2022	J	`jnl`	Expert Opinion Elicitation for Assisting Deep Learning based Lyme Disease Classifier with Patient Data. CoRR Sk. Imran Hossain, Jocelyn de Goër de Herve, David Abrial, Richard Emilion, Isabelle Lebert, Yann Frendo, Delphine Martineau, Olivier Lesens, Engelbert Mephu Nguifo
2022	J	`jnl`	Explainable classification of astronomical uncertain time series. CoRR Michael Franklin Mbouopda, Emille E. O. Ishida, Engelbert Mephu Nguifo, Emmanuel Gangler
2022	J	`jnl`	Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images. Comput. Methods Programs Biomed. 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
2022	—	`conf`	L'ambiguïté dans la représentation des émotions : état de l'art des bases de données multimodales. EGC Hélène Tran, Lisa Brelet, Issam Falih, Xavier Goblet, Engelbert Mephu Nguifo
2022	J	`jnl`	On the design of a similarity function for sparse binary data with application on protein function annotation. Knowl. Based Syst. 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
2022	—	`conf`	Une approche basée sur les motifs graduels pour la recommandation dans un contexte de consommation répétée. EGC Michaël Chirmeni Boujike, Norbert Tsopzé, Jerry Lonlac, Rosette Nganmeni Njamnou, Engelbert Mephu Nguifo, Laure Pauline Fotso
2022	—	`conf`	Évaluation comparative de méthodes non supervisées pour la détection de points anormaux dans les flux de données. EGC Anne Marthe Sophie Ngo Bibinbe, Michael Franklin Mbouopda, Gertrude Raissa Mbiadou Saleu, Engelbert Mephu Nguifo
2021	—	`conf`	Apport de l'entropie pour les c-moyennes floues sur des données catégorielles. EGC Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Engelbert Mephu Nguifo, Sylvain Moreno
2021	J	`jnl`	Benchmarking convolutional neural networks for diagnosing Lyme disease from images. CoRR 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
2021	—	`conf`	GPoID : Extraction de Motifs Graduels pour les Bases de Données Imprécises. EGC Michaël Chirmeni Boujike, Jerry Lonlac, Norbert Tsopzé, Engelbert Mephu Nguifo
2021	—	`conf`	Ontology-based data integration in a distributed context of coalition air missions. EGC Karima Ennaoui, Mathieu Faivre, Md Shahriar Hassan, Christophe Rey, Lauren Dargent, Hervé Girod, Engelbert Mephu Nguifo
2021	J	`jnl`	Uncertain Time Series Classification With Shapelet Transform. CoRR Michael Franklin Mbouopda, Engelbert Mephu Nguifo
2020	J	`jnl`	A novel algorithm for searching frequent gradual patterns from an ordered data set. Intell. Data Anal. Jerry Lonlac, Engelbert Mephu Nguifo
2020	B	`conf`	Categorical fuzzy entropy c-means. FUZZ-IEEE Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Engelbert Mephu Nguifo, Sylvain Moreno
2020	—	`conf`	Classification des séries temporelles incertaines par transformation Shapelet. CNIA Michael Franklin Mbouopda, Engelbert Mephu Nguifo
2020	J	`jnl`	Discovering Frequent Gradual Itemsets with Imprecise Data. CoRR Michaël Chirmeni Boujike, Jerry Lonlac, Norbert Tsopzé, Engelbert Mephu Nguifo
2020	J	`jnl`	Frobenius correlation based u-shapelets discovery for time series clustering. Pattern Recognit. Vanel Steve Siyou Fotso, Engelbert Mephu Nguifo, Philippe Vaslin
2020	J	`jnl`	Multiple instance learning for sequence data with across bag dependencies. Int. J. Mach. Learn. Cybern. Manel Zoghlami, Sabeur Aridhi, Mondher Maddouri, Engelbert Mephu Nguifo
2020	J	`jnl`	Special issue on "Advances on Large Evolving Graphs". Future Gener. Comput. Syst. Sabeur Aridhi, José A. F. de Macêdo, Engelbert Mephu Nguifo, Karine Zeitouni
2020	—	`conf`	Un algorithme distribué pour le clustering de grands graphes. EGC Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo
2020	—	`conf`	Uncertain Time Series Classification with Shapelet Transform. ICDM (Workshops) Michael Franklin Mbouopda, Engelbert Mephu Nguifo
2019	J	`jnl`	A De Novo Robust Clustering Approach for Amplicon-Based Sequence Data. J. Comput. Biol. Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo
2019	B	`conf`	A Structure Based Multiple Instance Learning Approach for Bacterial Ionizing Radiation Resistance Prediction. KES Manel Zoghlami, Sabeur Aridhi, Mondher Maddouri, Engelbert Mephu Nguifo
2019	J	`jnl`	Classification des S{é}ries Temporelles Incertaines par Transformation Shapelet. CoRR Michael Mbouopda, Engelbert Mephu Nguifo
2019	J	`jnl`	Corrections to "A Novel Computational Approach for Global Alignment for Multiple Biological Networks". IEEE ACM Trans. Comput. Biol. Bioinform. Warith Eddine Djeddi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2019	J	`jnl`	Efficiently Mining Recurrent Substructures from Protein Three-Dimensional Structure Graphs. J. Comput. Biol. Rabie Saidi, Wajdi Dhifli, Mondher Maddouri, Engelbert Mephu Nguifo
2019	J	`jnl`	Extracting Frequent Gradual Patterns Using Constraints Modeling. CoRR Jerry Lonlac, Saïd Jabbour, Engelbert Mephu Nguifo, Lakhdar Saïs, Badran Raddaoui
2019	J	`jnl`	Grasp heuristic for time series compression with piecewise aggregate approximation. RAIRO Oper. Res. Vanel Steve Siyou Fotso, Engelbert Mephu Nguifo, Philippe Vaslin
2019	J	`jnl`	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. Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Wajdi Dhifli, Elham Azizi, Sandhya Prabhakaran, Wesley Tansey
2018	—	`conf`	A Comparative Study on Streaming Frameworks for Big Data. LADaS@VLDB Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo
2018	J	`jnl`	A Novel Computational Approach for Global Alignment for Multiple Biological Networks. IEEE ACM Trans. Comput. Biol. Bioinform. Warith Eddine Djeddi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2018	—	`conf`	A de novo robust clustering approach for amplicon-based sequence data. CNIA+RJCIA Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo
2018	—	`conf`	ABClass : Une approche d'apprentissage multi-instances pour les séquences(ABClass: A multiple instance learning approach for sequence data). CNIA+RJCIA Manel Zoghlami, Sabeur Aridhi, Mondher Maddouri, Engelbert Mephu Nguifo
2018	B	`conf`	An Approach for Extracting Frequent (Closed) Gradual Patterns Under Temporal Constraint. FUZZ-IEEE Jerry Lonlac, Yannick Miras, Aude Beauger, Vincent Mazenod, Jean-Luc Peiry, Engelbert Mephu Nguifo
2018	J	`jnl`	An experimental survey on big data frameworks. Future Gener. Comput. Syst. Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo
2018	—	`conf`	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 Vanel Steve Siyou Fotso, Engelbert Mephu Nguifo, Philippe Vaslin
2018	—	`conf`	Fouille de Motifs Graduels Fermés Fréquents Sous Contrainte de la Temporalité. EGC Jerry Lonlac, Benjamin Négrevergne, Yannick Miras, Aude Beauger, Engelbert Mephu Nguifo
2018	J	`jnl`	Using Boolean factors for the construction of an artificial neural networks. Int. J. Gen. Syst. Lauraine Tiogning Kueti, Norbert Tsopzé, Cezar Mbiethieu, Engelbert Mephu Nguifo, Laure Pauline Fotso
2017	—	`conf`	A De Novo Robust Clustering Approach for Amplicon-Based Sequence Data. BAI@IJCAI Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo
2017	—	`conf`	A Distributed Framework for Large-Scale Time-Dependent Graph Analysis. TD-LSG@PKDD/ECML 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
2017	—	`conf`	EGG: A Framework for Generating Evolving RDF Graphs. ISWC (Posters, Demos & Industry Tracks) Karim Alami, Radu Ciucanu, Engelbert Mephu Nguifo
2017	J	`jnl`	MR-SimLab: Scalable subgraph selection with label similarity for big data. Inf. Syst. Wajdi Dhifli, Sabeur Aridhi, Engelbert Mephu Nguifo
2017	C	`conf`	On Containment of Triclusters Collections Generated by Quantified Box Operators. ISMIS Dmitrii Egurnov, Dmitry I. Ignatov, Engelbert Mephu Nguifo
2017	J	`jnl`	Preface: Selected Papers from the Workshop Bioinformatics and Artificial Intelligence Joined with the International Joint Conference on Artificial Intelligence. J. Comput. Biol. Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed J. Zaki
2017	—	`ed.`	Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, August 20, 2017. BAI@IJCAI Wajdi Dhifli, Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed Javeed Zaki
2017	—	`ed.`	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), Skopje, Macedonia, September 18, 2017. TD-LSG@PKDD/ECML Sabeur Aridhi, José Antônio Fernandes de Macêdo, Engelbert Mephu Nguifo, Karine Zeitouni
2017	—	`conf`	Synthetic Graph Generation from Finely-Tuned Temporal Constraints. TD-LSG@PKDD/ECML Karim Alami, Radu Ciucanu, Engelbert Mephu Nguifo
2017	J	`jnl`	Towards Learned Clauses Database Reduction Strategies Based on Dominance Relationship. CoRR Jerry Lonlac, Engelbert Mephu Nguifo
2017	—	`conf`	Une Approche d'Extraction de Motifs Graduels (Fermés) Fréquents Sous Contrainte de la Temporalité. EGC Jerry Lonlac, Yannick Miras, Aude Beauger, Marie Pailloux, Jean-Luc Peiry, Engelbert Mephu Nguifo
2016	J	`jnl`	A multiple instance learning approach for sequence data with across bag dependencies. CoRR Manel Zoghlami, Sabeur Aridhi, Haïtham Sghaier, Mondher Maddouri, Engelbert Mephu Nguifo
2016	J	`jnl`	Big Graph Mining: Frameworks and Techniques. Big Data Res. Sabeur Aridhi, Engelbert Mephu Nguifo
2016	J	`jnl`	Big Graph Mining: Frameworks and Techniques. CoRR Sabeur Aridhi, Engelbert Mephu Nguifo
2016	B	`conf`	Boolean factors based Artificial Neural Network. IJCNN Lauraine Tiogning Kueti, Norbert Tsopzé, Cezar Mbiethieu, Engelbert Mephu Nguifo, Laure Pauline Fotso
2016	—	`conf`	PERSOREC : un système personnalisé de recommandations pour les folksonomies basé sur les concepts quadratiques. IC Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2016	—	`conf`	PersoRec : un système personnalisé de recommandations pour les folksonomies basé sur les concepts quadratiques. EGC Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2016	J	`jnl`	Prediction of Ionizing Radiation Resistance in Bacteria Using a Multiple Instance Learning Model. J. Comput. Biol. Sabeur Aridhi, Haïtham Sghaier, Manel Zoghlami, Mondher Maddouri, Engelbert Mephu Nguifo
2016	—	`ed.`	Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), New-York, USA, July 11, 2016. BAI@IJCAI Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed J. Zaki
2016	—	`conf`	Étude du profil utilisateur pour la recommandation dans les folksonomies. IC Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2015	—	`conf`	Cost Models for Distributed Pattern Mining in the Cloud. TrustCom/BigDataSE/ISPA (2) Sabeur Aridhi, Laurent d'Orazio, Mondher Maddouri, Engelbert Mephu Nguifo
2015	J	`jnl`	Density-based data partitioning strategy to approximate large-scale subgraph mining. Inf. Syst. Sabeur Aridhi, Laurent d'Orazio, Mondher Maddouri, Engelbert Mephu Nguifo
2015	—	`conf`	PERSOREC : un système personnalisé de recommandations pour les folksonomies basé sur les concepts quadratiques. IC Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2015	J	`jnl`	Towards more targeted recommendations in folksonomies. Soc. Netw. Anal. Min. Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2014	J	`jnl`	A perceptual hash function to store and retrieve large scale DNA sequences. CoRR Jocelyn de Goër de Herve, Myoung-Ah Kang, Xavier Bailly, Engelbert Mephu Nguifo
2014	J	`jnl`	Boolean factors as a means of clustering of interestingness measures of association rules. Ann. Math. Artif. Intell. Radim Belohlávek, Dhouha Grissa, Sylvie Guillaume, Engelbert Mephu Nguifo, Jan Outrata
2014	J	`jnl`	Mining Undominated Association Rules Through Interestingness Measures. Int. J. Artif. Intell. Tools Slim Bouker, Rabie Saidi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2014	J	`jnl`	Smoothing 3D Protein Structure Motifs Through Graph Mining and Amino Acid Similarities. J. Comput. Biol. Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo
2014	J	`jnl`	Towards Faster Mining of Disjunction-Based Concise Representations of Frequent Patterns. Int. J. Artif. Intell. Tools Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2014	J	`jnl`	Towards a constructive multilayer perceptron for regression task using non-parametric clustering. A case study of Photo-Z redshift reconstruction. CoRR Cyrine Arouri, Engelbert Mephu Nguifo, Sabeur Aridhi, Cécile Roucelle, Gaëlle Bonnet-Loosli, Norbert Tsopzé
2014	J	`jnl`	Un partitionnement basé sur la densité de graphe pour approcher la fouille distribuée de sous-graphes fréquents. Tech. Sci. Informatiques Sabeur Aridhi, Laurent d'Orazio, Mondher Maddouri, Engelbert Mephu Nguifo
2014	—	`conf`	Une nouvelle approche d'estimation pour les entrepôts de données multi-granulaires incomplètes. EDA Nestor Koueya, Sandro Bimonte, Engelbert Mephu Nguifo
2014	—	`conf`	Vers des recommandations plus personnalisées dans les folksonomies. IC Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2013	J	`jnl`	A Multiparadigm Intelligent Tutoring System for Robotic Arm Training. IEEE Trans. Learn. Technol. Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo, André Mayers, Usef Faghihi
2013	—	`conf`	A personalized recommender system based on users' information in folksonomies. WWW (Companion Volume) Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2013	—	`conf`	Computational phenotype prediction of ionizing-radiation-resistant bacteria with a multiple-instance learning model. BIOKDD Sabeur Aridhi, Mondher Maddouri, Haïtham Sghaier, Engelbert Mephu Nguifo
2013	J	`jnl`	Efficient construction of the lattice of frequent closed patterns and simultaneous extraction of generic bases of rules. CoRR Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2013	J	`jnl`	Looking for a structural characterization of the sparseness measure of (frequent closed) itemset contexts. Inf. Sci. Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2013	J	`jnl`	Mining Representative Unsubstituted Graph Patterns Using Prior Similarity Matrix CoRR Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo
2013	J	`jnl`	Nouvelle approche de recommandation personnalisee dans les folksonomies basee sur le profil des utilisateurs CoRR Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2013	—	`conf`	Nouvelle approche de recommandation personnalisée dans les folksonomies basée sur le profil des utilisateurs. IC Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2013	J	`jnl`	Towards a semantic and statistical selection of association rules CoRR Slim Bouker, Rabie Saidi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2013	J	`jnl`	Towards an Efficient Discovery of the Topological Representative Subgraphs. CoRR Wajdi Dhifli, Mohamed Moussaoui, Rabie Saidi, Engelbert Mephu Nguifo
2012	—	`conf`	A novel approach for mining representative spatial motifs of proteins. BCB Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo
2012	J	`jnl`	A scalable mining of frequent quadratic concepts in d-folksonomies CoRR Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2012	J	`jnl`	CMRules: Mining sequential rules common to several sequences. Knowl. Based Syst. Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo
2012	J	`jnl`	Categorization of interestingness measures for knowledge extraction CoRR Sylvie Guillaume, Dhouha Grissa, Engelbert Mephu Nguifo
2012	—	`ch.`	Catégorisation des mesures d'intérêt pour l'extraction des connaissances. Mesurer et évaluer la Qualité des Données et des Connaissances Sylvie Guillaume, Dhouha Grissa, Engelbert Mephu Nguifo
2012	J	`jnl`	DroPNet: a web portal for integrated analysis of Nucleic Acids Res. Yoan Renaud, Alexandre Baillif, Jean-Baptiste Perez, Marie Agier, Engelbert Mephu Nguifo, Vincent Mirouse
2012	—	`conf`	Feature extraction in protein sequences classification: a new stability measure. BCB Rabie Saidi, Sabeur Aridhi, Engelbert Mephu Nguifo, Mondher Maddouri
2012	B	`conf`	Multi-paradigm Generation of Tutoring Feedback in Robotic Arm Manipulation Training. ITS Philippe Fournier-Viger, Roger Nkambou, André Mayers, Engelbert Mephu Nguifo, Usef Faghihi
2012	B	`conf`	Ranking and Selecting Association Rules Based on Dominance Relationship. ICTAI Slim Bouker, Rabie Saidi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2012	J	`jnl`	Une approche basée sur les treillis de Galois pour la définition des architectures des réseaux de neurones. Tech. Sci. Informatiques Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo
2011	—	`conf`	An Hybrid Expert Model to Support Tutoring Services in Robotic Arm Manipulations. MICAI (1) Philippe Fournier-Viger, Roger Nkambou, André Mayers, Engelbert Mephu Nguifo, Usef Faghihi
2011	—	`conf`	Boolean Factors as a Means of Clustering of Interestingness Measures of Association Rules. CLA Radim Belohlávek, Dhouha Grissa, Sylvie Guillaume, Engelbert Mephu Nguifo, Jan Outrata
2011	—	`conf`	Catégorisation des mesures d'intérêt pour l'extraction des connaissances. EGC Sylvie Guillaume, Dhouha Grissa, Engelbert Mephu Nguifo
2011	C	`conf`	Extracting Both MofN Rules and if-then Rules from the Training Neural Networks. NeSy Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo
2011	J	`jnl`	Introduction. Rev. d'Intelligence Artif. Engelbert Mephu Nguifo
2011	J	`jnl`	Learning task models in ill-defined domain using an hybrid knowledge discovery framework. Knowl. Based Syst. Roger Nkambou, Philippe Fournier-Viger, Engelbert Mephu Nguifo
2011	—	`conf`	OACAS: results for OAEI 2011. OM Sami Zghal, Marouen Kachroudi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2011	B	`conf`	Towards a generalization of decompositional approach of rule extraction from multilayer artificial neural network. IJCNN Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo
2010	—	`ch.`	Building Intelligent Tutoring Systems for Ill-Defined Domains. Advances in Intelligent Tutoring Systems Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo
2010	Misc	`conf`	CMRULES: An Efficient Algorithm for Mining Sequential Rules Common to Several Sequences. FLAIRS Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo
2010	J	`jnl`	Combining Clustering techniques and Formal Concept Analysis to characterize Interestingness Measures CoRR Dhouha Grissa, Sylvie Guillaume, Engelbert Mephu Nguifo
2010	—	`conf`	Etude de stabilité de méthodes d'extraction de motifs à partir des séquences protéiques. EGC Rabie Saidi, Sabeur Aridhi, Mondher Maddouri, Engelbert Mephu Nguifo
2010	J	`jnl`	Exploiting Sequential Patterns Found in Users' Solutions and Virtual Tutor Behavior to Improve Assistance in ITS. J. Educ. Technol. Soc. Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo
2010	J	`jnl`	Generalization of association rules through disjunction. Ann. Math. Artif. Intell. Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2010	B	`conf`	ITS in Ill-Defined Domains: Toward Hybrid Approaches. Intelligent Tutoring Systems (2) Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo, André Mayers
2010	Misc	`conf`	Optimized Mining of a Concise Representation for Frequent Patterns based on Disjunctions Rather than Conjunctions. FLAIRS Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2010	J	`jnl`	Protein sequences classification by means of feature extraction with substitution matrices. BMC Bioinform. Rabie Saidi, Mondher Maddouri, Engelbert Mephu Nguifo
2009	J	`jnl`	A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems CoRR Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo
2009	J	`jnl`	A new generic basis of "factual" and "implicative" association rules. Intell. Data Anal. Sadok Ben Yahia, Ghada Gasmi, Engelbert Mephu Nguifo
2009	—	`conf`	Comparing graph-based representations of protein for mining purposes. KDD Workshop on Statistical and Relational Learning in Bioinformatics Rabie Saidi, Mondher Maddouri, Engelbert Mephu Nguifo
2009	A	`conf`	Exploiting Partial Problem Spaces Learned from Users' Interactions to Provide Key Tutoring Services in Procedural and Ill-Defined Domains. AIED Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo
2009	J	`jnl`	Improving the Behavior of Intelligent Tutoring Agents with Data Mining. IEEE Intell. Syst. Roger Nkambou, Philippe Fournier-Viger, Engelbert Mephu Nguifo
2009	—	`ch.`	M-CLANN: Multiclass Concept Lattice-Based Artificial Neural Network. Constructive Neural Networks Engelbert Mephu Nguifo, Norbert Tsopzé, Gilbert Tindo
2009	—	`ch.`	Mining Temporal Patterns to Improve Agents Behavior: Two Case Studies. Data Mining and Multi-agent Integration Philippe Fournier-Viger, Roger Nkambou, Usef Faghihi, Engelbert Mephu Nguifo
2009	C	`conf`	OACAS - Ontologies Alignment using Composition and Aggregation of Similarities. KEOD Sami Zghal, Marouen Kachroudi, Sadok Ben Yahia, Engelbert Mephu Nguifo
2009	J	`jnl`	Sweeping the disjunctive search space towards mining new exact concise representations of frequent itemsets. Data Knowl. Eng. Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2008	—	`conf`	A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems. MICAI Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo
2008	—	`ed.`	Concept Lattices and Their Applications, Fourth International Conference, CLA 2006, Tunis, Tunisia, October 30 - November 1, 2006, Selected Papers CLA Sadok Ben Yahia, Engelbert Mephu Nguifo, Radim Belohlávek
2008	—	`conf`	M-CLANN: Multi-class Concept Lattice-Based Artificial Neural Network for Supervised Classification. ICANN (2) Engelbert Mephu Nguifo, Norbert Tsopzé, Gilbert Tindo
2008	J	`jnl`	Preface. Int. J. Found. Comput. Sci. Sadok Ben Yahia, Engelbert Mephu Nguifo
2008	J	`jnl`	Succinct Minimal Generators: Theoretical Foundations and Applications. Int. J. Found. Comput. Sci. Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2008	B	`conf`	Using Knowledge Discovery Techniques to Support Tutoring in an Ill-Defined Domain. Intelligent Tutoring Systems Roger Nkambou, Engelbert Mephu Nguifo, Philippe Fournier-Viger
2007	A	`conf`	A Framework for Problem-Solving Knowledge Mining from Users' Actions. AIED Roger Nkambou, Engelbert Mephu Nguifo, Olivier Couturier, Philippe Fournier-Viger
2007	—	`conf`	A New Concise Representation of Frequent Patterns through Disjunctive Search Space. CLA Tarek Hamrouni, Islem Denden, Sadok Ben Yahia, Engelbert Mephu Nguifo
2007	—	`conf`	A new alignment method for OWL-Lite ontologies using propagation of similarity over the graph. DEXA Workshops Sami Zghal, Engelbert Mephu Nguifo, Karim Kamoun, Sadok Ben Yahia, Yahya Slimani
2007	C	`conf`	A scalable association rule visualization towards displaying large amounts of knowledge. IV Olivier Couturier, Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2007	C	`conf`	About the Lossless Reduction of the Minimal Generator Family of a Context. ICFCA Tarek Hamrouni, Petko Valtchev, Sadok Ben Yahia, Engelbert Mephu Nguifo
2007	—	`conf`	Biological Sequences Encoding for Supervised Classification. BIRD Rabie Saidi, Mondher Maddouri, Engelbert Mephu Nguifo
2007	—	`conf`	CLANN: Concept Lattice-based Artificial Neural Network for Supervised Classification. CLA Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo
2007	—	`conf`	Classification supervisée de séquences biologiques basée sur les motifs et les matrices de substitution. EGC Rabie Saidi, Mondher Maddouri, Engelbert Mephu Nguifo
2007	—	`conf`	EDOLA : Une nouvelle méthode d'alignement d'ontologies OWL-Lite. CORIA Sami Zghal, Karim Kamoun, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani
2007	B	`conf`	Extraction of Association Rules Based on Literalsets. DaWaK Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Slim Bouker
2007	—	`conf`	Les itemsets essentiels fermés : une nouvelle représentation concise. EGC Tarek Hamrouni, Islem Denden, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani
2007	—	`conf`	Problem-Solving Knowledge Mining from Users' Actions in an Intelligent Tutoring System. Canadian AI Roger Nkambou, Engelbert Mephu Nguifo, Olivier Couturier, Philippe Fournier-Viger
2007	—	`conf`	SODA: an OWL-DL based Ontology Matching System. OM Sami Zghal, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani
2007	—	`conf`	Towards a Finer Assessment of Extraction Contexts Sparseness. DEXA Workshops Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2007	—	`conf`	Une nouvelle méthode d'alignement et de visualisation d'ontologies OWL-Lite. EGC Sami Zghal, Karim Kamoun, Sadok Ben Yahia, Engelbert Mephu Nguifo
2007	—	`conf`	Une étude des algorithmes de construction d'architecture des réseaux de neurones multicouches. EGC Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo
2007	—	`conf`	Vers une plate-forme interactive pour la visualisation de grands ensembles de règles d'association. EGC Olivier Couturier, Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2006	J	`jnl`	Editorial introduction to special ARIMA / SACJ joint issue on advances in end-user data mining techniques. South Afr. Comput. J. Sadok Ben Yahia, Derrick G. Kourie, Engelbert Mephu Nguifo
2006	—	`conf`	Enhancing Tutoring Intelligence Using Knowledge Discovery Techniques. IAT Workshops Engelbert Mephu Nguifo, Roger Nkambou
2006	J	`jnl`	Frequent closed itemset based algorithms: a thorough structural and analytical survey. SIGKDD Explor. Sadok Ben Yahia, Tarek Hamrouni, Engelbert Mephu Nguifo
2006	—	`conf`	Generic Association Rule Bases: Are They so Succinct?. CLA Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2006	—	`conf`	Succinct System of Minimal Generators: A Thorough Study, Limitations and New Definitions. CLA Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo
2006	—	`conf`	Une approche anthropocentrée interactive pour l'aide à la décision en marketing bancaire. IHM Olivier Couturier, Engelbert Mephu Nguifo
2006	—	`conf`	Visualisation des règles associatives : vers une approche méta-cognitive. INFORSID Sadok Ben Yahia, Engelbert Mephu Nguifo
2005	—	`conf`	Discovering "Factual" and "Implicative" generic association rules. CAP Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani
2005	B	`conf`	IGB: A New Informative Generic Base of Association Rules. PAKDD Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani
2005	—	`conf`	Interactive Datamining Process Based on Human-Centered System for Banking Marketing Applications. ICEIS Olivier Couturier, Engelbert Mephu Nguifo, Brigitte Noiret
2005	J	`jnl`	Treillis de concepts et classification supervisée. Tech. Sci. Informatiques Engelbert Mephu Nguifo, Patrick Njiwoua
2004	C	`conf`	A Comparative Study of FCA-Based Supervised Classification Algorithms. ICFCA Huaiyu Fu, Huaiguo Fu, Patrick Njiwoua, Engelbert Mephu Nguifo
2004	C	`conf`	A Parallel Algorithm to Generate Formal Concepts for Large Data. ICFCA Huaiguo Fu, Engelbert Mephu Nguifo
2004	—	`conf`	A new Informative Generic Base of Association Rules. CLA Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani
2004	J	`jnl`	Approches d'extraction de règles d'association basées sur la correspondance de Galois. Ingénierie des Systèmes d Inf. Sadok Ben Yahia, Engelbert Mephu Nguifo
2004	—	`conf`	Clustering Binary Codes to Express the Biochemical Properties of Amino Acids. IIP Huaiguo Fu, Engelbert Mephu Nguifo
2004	B	`conf`	Contextual generic association rules visualization using hierarchical fuzzy meta-rules. FUZZ-IEEE Sadok Ben Yahia, Engelbert Mephu Nguifo
2004	—	`conf`	Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool. CLA I. Nsir, Sadok Ben Yahia, Engelbert Mephu Nguifo
2004	B	`conf`	Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool. ICTAI Sadok Ben Yahia, Engelbert Mephu Nguifo
2004	—	`conf`	How well go lattice algorithms on currently used machine learning testBeds? EGC Huaiguo Fu, Engelbert Mephu Nguifo
2004	C	`conf`	Mining frequent closed itemsets for large data. ICMLA Huaiguo Fu, Engelbert Mephu Nguifo
2004	—	`conf`	Recherche de règles d'association hiérarchiques par une approche anthropocentrée. EGC Olivier Couturier, Engelbert Mephu Nguifo, Brigitte Noiret
2004	B	`conf`	Revisiting Generic Bases of Association Rules. DaWaK Sadok Ben Yahia, Engelbert Mephu Nguifo
2004	—	`conf`	Un algorithme de génération des itemsets fermés pour la fouille de données. EGC Huaiguo Fu, Engelbert Mephu Nguifo
2004	—	`conf`	Une étude d'algorithmes de classification supervisée basée sur les treillis de Galois. EGC Huaiyu Fu, Huaiguo Fu, Patrick Njiwoua, Engelbert Mephu Nguifo
2004	J	`jnl`	Étude et conception d'algorithmes de génération de concepts formels. Ingénierie des Systèmes d Inf. Huaiguo Fu, Engelbert Mephu Nguifo
2003	J	`jnl`	Introduction - Concept Lattice-Based Theory, Methods and Tools for Knowledge Discovery in Databases: Applications. Appl. Artif. Intell. Engelbert Mephu Nguifo, Vincent Duquenne, Michel Liquiere
2003	B	`conf`	Partitioning Large Data to Scale up Lattice-Based Algorithm. ICTAI Huaiguo Fu, Engelbert Mephu Nguifo
2002	J	`jnl`	Concept lattice-based knowledge discovery in databases. J. Exp. Theor. Artif. Intell. Engelbert Mephu Nguifo, Vincent Duquenne, Michel Liquiere
2001	J	`jnl`	IGLUE: A lattice-based constructive induction system. Intell. Data Anal. Engelbert Mephu Nguifo, Patrick Njiwoua
1999	B	`conf`	Exemplar-Based Prototype Selection for a Multi-Strategy Learning System. ICTAI Patrick Njiwoua, Engelbert Mephu Nguifo
1999	Misc	`conf`	Improving the Efficiency of a User-Driven Learning System with Reconfigurable Hardware. Application to DNA Splicing. Pacific Symposium on Biocomputing Eric Lemoine, David Merceron, Jean Sallantin, Engelbert Mephu Nguifo
1998	—	`conf`	Using Lattice-Based Framework as a Tool for Feature Extraction. ECML Engelbert Mephu Nguifo, Patrick Njiwoua
1997	—	`conf`	An Interactive Environment for Dynamic Control of Machine Learning Systems. HCI (2) Engelbert Mephu Nguifo
1997	B	`conf`	IGLUE: An Instance-Based Learning System over Lattice Theory. ICTAI Patrick Njiwoua, Engelbert Mephu Nguifo
1997	J	`jnl`	PLATA: An Application of LEGAL, a Machine Learning Based System, to a Typology of Archaeological Ceramics. Comput. Humanit. Engelbert Mephu Nguifo, Marie-Salomé Lagrange, Monique Renaud, Jean Sallantin
1994	B	`conf`	Galois Lattice: A Framework for Concept Learning-Design, Evaluation and Refinement. ICTAI Engelbert Mephu Nguifo
1993	A	`conf`	Prediction of Primate Splice Junction Gene Sequences with a Cooperative Knowledge Acquisition System. ISMB Engelbert Mephu Nguifo, Jean Sallantin