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ORCIDEngelbert Mephu Nguifo
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- affiliation: University Clermont Auvergne, Clermont-Ferrand, France
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2020 – today
- 2025
[j55]Sk. Imran Hossain
, Jocelyn de Goër de Herve, David Abrial, Richard Emilion, 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. Int. J. Medical Informatics 193: 105682 (2025)- 2024
- [j54]Michael Franklin Mbouopda, Engelbert Mephu Nguifo:
Scalable and accurate subsequence transform for time series classification. Pattern Recognit. 147: 110121 (2024) - [j53]Jerry Lonlac, Imen Ouled Dlala, Saïd Jabbour, Engelbert Mephu Nguifo, Badran Raddaoui, Lakhdar Saïs:
On the Discovery of Frequent Gradual Patterns: A Symbolic AI-Based Framework. SN Comput. Sci. 5(7): 944 (2024) - [c111]Maureen Domche, Jerry Lonlac, Norbert Tsopzé, Engelbert Mephu Nguifo:
Une Etude Comparative entre Motifs Graduels et Corrélations Statistiques. EGC 2024: 333-334 - [c110]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:
SEDAF : Prototype d'un Système Explicable de Détection d'Anomalies dans les Flux de Données. EGC 2024: 441-448 - [c109]Jerry Lonlac, Bernoulli Fotsing Tchide, Alain Bertrand Bomgni, Arnaud Doniec, Engelbert Mephu Nguifo:
Revisiting Frequent (Closed) Gradual Itemsets Mining. ICTAI 2024: 913-920 - 2023
- [j52]Jerry Lonlac, Engelbert Mephu Nguifo:
Top-k Learned Clauses for Modern SAT Solvers. Int. J. Artif. Intell. Tools 32(1): 2350003:1-2350003:41 (2023) - [j51]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): 525-545 (2023) - [c108]Jerry Lonlac, Imen Ouled Dlala, Saïd Jabbour, Engelbert Mephu Nguifo, Badran Raddaoui, Lakhdar Sais:
Extracting Frequent Gradual Patterns Based on SAT. DATA 2023: 136-143 - [c107]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: 613-620 - [c106]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: 653-654 - [c105]Khouloud Ammar, Wissem Inoubli, Sami Zghal, Engelbert Mephu Nguifo:
Graph Representation Learning for Recommendation Systems: A Short Review. ICIKS 2023: 33-48 - [c104]Khairi Abidi, Wissem Inoubli, Engelbert Mephu Nguifo:
DGCN: Learning Graph Representations Via Dense Connections. KES 2023: 951-960 - [c103]Khouloud Ammar, Wissem Inoubli, Sami Zghal, Amel Borji, Engelbert Mephu Nguifo:
Trans-Trip: Translation-based embedding with Triplets for Heterogeneous Graphs. KES 2023: 1104-1113 - 2022
- [j50]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: 106624 (2022) - [j49]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: 334-347 (2022) - [j48]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: 107863 (2022) - [c102]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: 87-98 - [c101]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: 265-272 - [c100]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: 493-494 - [c99]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: 842-851 - [c98]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: 1-8 - [i22]Sk. Imran Hossain, Jocelyn de Goër de Herve, David Abrial, Richard Emilion, 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 abs/2208.14384 (2022) - [i21]Michael Franklin Mbouopda, Emille E. O. Ishida, Engelbert Mephu Nguifo, Emmanuel Gangler:
Explainable classification of astronomical uncertain time series. CoRR abs/2210.00869 (2022) - [i20]Rim El Cheikh, Hélène Tran, Issam Falih, Engelbert Mephu Nguifo:
A comparative study of emotion recognition methods using facial expressions. CoRR abs/2212.03102 (2022) - 2021
- [c97]Michaël Chirmeni Boujike, Jerry Lonlac, Norbert Tsopzé, Engelbert Mephu Nguifo:
GPoID : Extraction de Motifs Graduels pour les Bases de Données Imprécises. EGC 2021: 237-244 - [c96]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: 445-452 - [c95]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: 519-520 - [i19]Michael Franklin Mbouopda, Engelbert Mephu Nguifo:
Uncertain Time Series Classification With Shapelet Transform. CoRR abs/2102.02090 (2021) - [i18]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 abs/2106.14465 (2021) - 2020
- [j47]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: 310 (2020) - [j46]Jerry Lonlac, Engelbert Mephu Nguifo:
A novel algorithm for searching frequent gradual patterns from an ordered data set. Intell. Data Anal. 24(5): 1029-1042 (2020) - [j45]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): 629-642 (2020) - [j44]Vanel Steve Siyou Fotso, Engelbert Mephu Nguifo, Philippe Vaslin:
Frobenius correlation based u-shapelets discovery for time series clustering. Pattern Recognit. 103: 107301 (2020) - [c94]Michael Franklin Mbouopda, Engelbert Mephu Nguifo:
Classification des séries temporelles incertaines par transformation Shapelet. CNIA 2020: 14-21 - [c93]Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo:
Un algorithme distribué pour le clustering de grands graphes. EGC 2020: 349-356 - [c92]Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Engelbert Mephu Nguifo, Sylvain Moreno:
Categorical fuzzy entropy c-means. FUZZ-IEEE 2020: 1-6 - [c91]Michael Franklin Mbouopda, Engelbert Mephu Nguifo:
Uncertain Time Series Classification with Shapelet Transform. ICDM (Workshops) 2020: 259-266 - [i17]Michaël Chirmeni Boujike, Jerry Lonlac, Norbert Tsopzé, Engelbert Mephu Nguifo:
Discovering Frequent Gradual Itemsets with Imprecise Data. CoRR abs/2005.11045 (2020)
2010 – 2019
- 2019
- [j43]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): 507-508 (2019) - [j42]Rabie Saidi, Wajdi Dhifli, Mondher Maddouri, Engelbert Mephu Nguifo:
Efficiently Mining Recurrent Substructures from Protein Three-Dimensional Structure Graphs. J. Comput. Biol. 26(6): 561-571 (2019) - [j41]Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo:
A De Novo Robust Clustering Approach for Amplicon-Based Sequence Data. J. Comput. Biol. 26(6): 618-624 (2019) - [j40]Vanel Steve Siyou Fotso, Engelbert Mephu Nguifo, Philippe Vaslin:
Grasp heuristic for time series compression with piecewise aggregate approximation. RAIRO Oper. Res. 53(1): 243-259 (2019) - [j39]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): 700 (2019) - [c90]Manel Zoghlami, Sabeur Aridhi, Mondher Maddouri, Engelbert Mephu Nguifo:
A Structure Based Multiple Instance Learning Approach for Bacterial Ionizing Radiation Resistance Prediction. KES 2019: 342-351 - [i16]Jerry Lonlac, Saïd Jabbour, Engelbert Mephu Nguifo, Lakhdar Saïs, Badran Raddaoui:
Extracting Frequent Gradual Patterns Using Constraints Modeling. CoRR abs/1903.08452 (2019) - [i15]Michael Mbouopda, Engelbert Mephu Nguifo:
Classification des S{é}ries Temporelles Incertaines par Transformation Shapelet. CoRR abs/1912.08919 (2019) - 2018
- [j38]Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo:
An experimental survey on big data frameworks. Future Gener. Comput. Syst. 86: 546-564 (2018) - [j37]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): 849-868 (2018) - [j36]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): 2060-2066 (2018) - [c89]Jerry Lonlac, Benjamin Négrevergne, Yannick Miras, Aude Beauger, Engelbert Mephu Nguifo:
Fouille de Motifs Graduels Fermés Fréquents Sous Contrainte de la Temporalité. EGC 2018: 383-384 - [c88]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: 1-8 - [c87]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: 1-9 - [c86]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: 10-18 - [c85]Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo:
A de novo robust clustering approach for amplicon-based sequence data. CNIA+RJCIA 2018: 113-115 - [c84]Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo:
A Comparative Study on Streaming Frameworks for Big Data. LADaS@VLDB 2018: 17-24 - 2017
- [j35]Wajdi Dhifli, Sabeur Aridhi, Engelbert Mephu Nguifo:
MR-SimLab: Scalable subgraph selection with label similarity for big data. Inf. Syst. 69: 155-163 (2017) - [j34]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): 733 (2017) - [c83]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: 213-224 - [c82]Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo:
A De Novo Robust Clustering Approach for Amplicon-Based Sequence Data. BAI@IJCAI 2017: 21-25 - [c81]Dmitrii Egurnov, Dmitry I. Ignatov, Engelbert Mephu Nguifo:
On Containment of Triclusters Collections Generated by Quantified Box Operators. ISMIS 2017: 573-579 - [c80]Karim Alami, Radu Ciucanu, Engelbert Mephu Nguifo:
Synthetic Graph Generation from Finely-Tuned Temporal Constraints. TD-LSG@PKDD/ECML 2017: 44-47 - [c79]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: 48-53 - [c78]Karim Alami, Radu Ciucanu, Engelbert Mephu Nguifo:
EGG: A Framework for Generating Evolving RDF Graphs. ISWC (Posters, Demos & Industry Tracks) 2017 - [e4]Wajdi Dhifli, Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed Javeed Zaki:
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. CEUR Workshop Proceedings 1942, CEUR-WS.org 2017 [contents] - [e3]Sabeur Aridhi, José Antônio Fernandes de Macêdo, Engelbert Mephu Nguifo, Karine Zeitouni:
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. CEUR Workshop Proceedings 1929, CEUR-WS.org 2017 [contents] - [i14]Jerry Lonlac, Engelbert Mephu Nguifo:
Towards Learned Clauses Database Reduction Strategies Based on Dominance Relationship. CoRR abs/1705.10898 (2017) - 2016
- [j33]Sabeur Aridhi, Engelbert Mephu Nguifo:
Big Graph Mining: Frameworks and Techniques. Big Data Res. 6: 1-10 (2016) - [j32]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): 10-20 (2016) - [c77]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: 487-492 - [c76]Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Étude du profil utilisateur pour la recommandation dans les folksonomies. IC 2016: 181-192 - [c75]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: 235-238 - [c74]Lauraine Tiogning Kueti, Norbert Tsopzé, Cezar Mbiethieu, Engelbert Mephu Nguifo, Laure Pauline Fotso:
Boolean factors based Artificial Neural Network. IJCNN 2016: 819-825 - [e2]Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed J. Zaki:
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. CEUR Workshop Proceedings 1718, CEUR-WS.org 2016 [contents] - [i13]Manel Zoghlami, Sabeur Aridhi, Haïtham Sghaier, Mondher Maddouri, Engelbert Mephu Nguifo:
A multiple instance learning approach for sequence data with across bag dependencies. CoRR abs/1602.00163 (2016) - [i12]Sabeur Aridhi, Engelbert Mephu Nguifo:
Big Graph Mining: Frameworks and Techniques. CoRR abs/1602.03072 (2016) - 2015
- [j31]Sabeur Aridhi, Laurent d'Orazio, Mondher Maddouri, Engelbert Mephu Nguifo:
Density-based data partitioning strategy to approximate large-scale subgraph mining. Inf. Syst. 48: 213-223 (2015) - [j30]Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Towards more targeted recommendations in folksonomies. Soc. Netw. Anal. Min. 5(1): 68:1-68:18 (2015) - [c73]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 - [c72]Sabeur Aridhi, Laurent d'Orazio, Mondher Maddouri, Engelbert Mephu Nguifo:
Cost Models for Distributed Pattern Mining in the Cloud. TrustCom/BigDataSE/ISPA (2) 2015: 112-119 - 2014
- [j29]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): 151-184 (2014) - [j28]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) - [j27]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) - [j26]Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo:
Smoothing 3D Protein Structure Motifs Through Graph Mining and Amino Acid Similarities. J. Comput. Biol. 21(2): 162-172 (2014) - [j25]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): 711-737 (2014) - [c71]Nestor Koueya, Sandro Bimonte, Engelbert Mephu Nguifo:
Une nouvelle approche d'estimation pour les entrepôts de données multi-granulaires incomplètes. EDA 2014: 129-144 - [c70]Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Vers des recommandations plus personnalisées dans les folksonomies. IC 2014: 187-198 - [i11]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 abs/1412.5513 (2014) - [i10]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 abs/1412.5517 (2014) - 2013
- [j24]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: 343-361 (2013) - [j23]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): 364-377 (2013) - [c69]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: 348-350 - [c68]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: 18-24 - [c67]Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo:
A personalized recommender system based on users' information in folksonomies. WWW (Companion Volume) 2013: 1215-1224 - [i9]Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo:
Mining Representative Unsubstituted Graph Patterns Using Prior Similarity Matrix. CoRR abs/1303.2054 (2013) - [i8]Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Nouvelle approche de recommandation personnalisee dans les folksonomies basee sur le profil des utilisateurs. CoRR abs/1305.4820 (2013) - [i7]Slim Bouker, Rabie Saidi, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Towards a semantic and statistical selection of association rules. CoRR abs/1305.5824 (2013) - [i6]Wajdi Dhifli, Mohamed Moussaoui, Rabie Saidi, Engelbert Mephu Nguifo:
Towards an Efficient Discovery of the Topological Representative Subgraphs. CoRR abs/1307.7411 (2013) - [i5]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 abs/1312.1558 (2013) - 2012
- [j22]Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo:
CMRules: Mining sequential rules common to several sequences. Knowl. Based Syst. 25(1): 63-76 (2012) - [j21]Yoan Renaud, Alexandre Baillif, Jean-Baptiste Perez, Marie Agier, Engelbert Mephu Nguifo, Vincent Mirouse:
DroPNet: a web portal for integrated analysis of Drosophila protein-protein interaction networks. Nucleic Acids Res. 40(Web-Server-Issue): 134-139 (2012) - [j20]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): 675-704 (2012) - [c66]Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo:
A novel approach for mining representative spatial motifs of proteins. BCB 2012: 506-508 - [c65]Rabie Saidi, Sabeur Aridhi, Engelbert Mephu Nguifo, Mondher Maddouri:
Feature extraction in protein sequences classification: a new stability measure. BCB 2012: 683-689 - [c64]Slim Bouker, Rabie Saidi, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Ranking and Selecting Association Rules Based on Dominance Relationship. ICTAI 2012: 658-665 - [c63]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: 233-242 - [p4]Sylvie Guillaume, Dhouha Grissa, Engelbert Mephu Nguifo:
Catégorisation des mesures d'intérêt pour l'extraction des connaissances. Mesurer et évaluer la Qualité des Données et des Connaissances 2012: 117-144 - [i4]Sylvie Guillaume, Dhouha Grissa, Engelbert Mephu Nguifo:
Categorization of interestingness measures for knowledge extraction. CoRR abs/1206.6741 (2012) - [i3]Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo:
A scalable mining of frequent quadratic concepts in d-folksonomies. CoRR abs/1212.0087 (2012) - 2011
- [j19]Roger Nkambou, Philippe Fournier-Viger, Engelbert Mephu Nguifo:
Learning task models in ill-defined domain using an hybrid knowledge discovery framework. Knowl. Based Syst. 24(1): 176-185 (2011) - [j18]Engelbert Mephu Nguifo:
Introduction. Rev. d'Intelligence Artif. 25(3): 317-320 (2011) - [c62]Radim Belohlávek, Dhouha Grissa, Sylvie Guillaume, Engelbert Mephu Nguifo, Jan Outrata:
Boolean Factors as a Means of Clustering of Interestingness Measures of Association Rules. CLA 2011: 207-222 - [c61]Sylvie Guillaume, Dhouha Grissa, Engelbert Mephu Nguifo:
Catégorisation des mesures d'intérêt pour l'extraction des connaissances. EGC 2011: 551-562 - [c60]Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo:
Towards a generalization of decompositional approach of rule extraction from multilayer artificial neural network. IJCNN 2011: 1562-1569 - [c59]Philippe Fournier-Viger, Roger Nkambou, André Mayers, Engelbert Mephu Nguifo, Usef Faghihi:
An Hybrid Expert Model to Support Tutoring Services in Robotic Arm Manipulations. MICAI (1) 2011: 478-489 - [c58]Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo:
Extracting Both MofN Rules and if-then Rules from the Training Neural Networks. NeSy 2011: 38 - [c57]Sami Zghal, Marouen Kachroudi, Sadok Ben Yahia, Engelbert Mephu Nguifo:
OACAS: results for OAEI 2011. OM 2011 - 2010
- [j17]Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Generalization of association rules through disjunction. Ann. Math. Artif. Intell. 59(2): 201-222 (2010) - [j16]Rabie Saidi, Mondher Maddouri, Engelbert Mephu Nguifo:
Protein sequences classification by means of feature extraction with substitution matrices. BMC Bioinform. 11: 175 (2010) - [j15]Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo:
Exploiting Sequential Patterns Found in Users' Solutions and Virtual Tutor Behavior to Improve Assistance in ITS. J. Educ. Technol. Soc. 13(1): 13-24 (2010) - [c56]Rabie Saidi, Sabeur Aridhi, Mondher Maddouri, Engelbert Mephu Nguifo:
Etude de stabilité de méthodes d'extraction de motifs à partir des séquences protéiques. EGC 2010: 703-704 - [c55]Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo:
CMRULES: An Efficient Algorithm for Mining Sequential Rules Common to Several Sequences. FLAIRS 2010 - [c54]Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Optimized Mining of a Concise Representation for Frequent Patterns based on Disjunctions Rather than Conjunctions. FLAIRS 2010 - [c53]Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo, André Mayers:
ITS in Ill-Defined Domains: Toward Hybrid Approaches. Intelligent Tutoring Systems (2) 2010: 318-320 - [p3]Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo:
Building Intelligent Tutoring Systems for Ill-Defined Domains. Advances in Intelligent Tutoring Systems 2010: 81-101 - [i2]Dhouha Grissa, Sylvie Guillaume, Engelbert Mephu Nguifo:
Combining Clustering techniques and Formal Concept Analysis to characterize Interestingness Measures. CoRR abs/1008.3629 (2010)
2000 – 2009
- 2009
- [j14]Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Sweeping the disjunctive search space towards mining new exact concise representations of frequent itemsets. Data Knowl. Eng. 68(10): 1091-1111 (2009) - [j13]Roger Nkambou, Philippe Fournier-Viger, Engelbert Mephu Nguifo:
Improving the Behavior of Intelligent Tutoring Agents with Data Mining. IEEE Intell. Syst. 24(3): 46-53 (2009) - [j12]Sadok Ben Yahia, Ghada Gasmi, Engelbert Mephu Nguifo:
A new generic basis of "factual" and "implicative" association rules. Intell. Data Anal. 13(4): 633-656 (2009) - [c52]Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo:
Exploiting Partial Problem Spaces Learned from Users' Interactions to Provide Key Tutoring Services in Procedural and Ill-Defined Domains. AIED 2009: 383-390 - [c51]Sami Zghal, Marouen Kachroudi, Sadok Ben Yahia, Engelbert Mephu Nguifo:
OACAS - Ontologies Alignment using Composition and Aggregation of Similarities. KEOD 2009: 233-238 - [c50]Rabie Saidi, Mondher Maddouri, Engelbert Mephu Nguifo:
Comparing graph-based representations of protein for mining purposes. KDD Workshop on Statistical and Relational Learning in Bioinformatics 2009: 35-38 - [p2]Philippe Fournier-Viger, Roger Nkambou, Usef Faghihi, Engelbert Mephu Nguifo:
Mining Temporal Patterns to Improve Agents Behavior: Two Case Studies. Data Mining and Multi-agent Integration 2009: 77-92 - [p1]Engelbert Mephu Nguifo, Norbert Tsopzé, Gilbert Tindo:
M-CLANN: Multiclass Concept Lattice-Based Artificial Neural Network. Constructive Neural Networks 2009: 103-121 - [i1]Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo:
A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems. CoRR abs/0901.4761 (2009) - 2008
- [j11]Sadok Ben Yahia, Engelbert Mephu Nguifo:
Preface. Int. J. Found. Comput. Sci. 19(2): 251-254 (2008) - [j10]Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Succinct Minimal Generators: Theoretical Foundations and Applications. Int. J. Found. Comput. Sci. 19(2): 271-296 (2008) - [c49]Engelbert Mephu Nguifo, Norbert Tsopzé, Gilbert Tindo:
M-CLANN: Multi-class Concept Lattice-Based Artificial Neural Network for Supervised Classification. ICANN (2) 2008: 812-821 - [c48]Roger Nkambou, Engelbert Mephu Nguifo, Philippe Fournier-Viger:
Using Knowledge Discovery Techniques to Support Tutoring in an Ill-Defined Domain. Intelligent Tutoring Systems 2008: 395-405 - [c47]Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo:
A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems. MICAI 2008: 765-778 - [e1]Sadok Ben Yahia, Engelbert Mephu Nguifo, Radim Belohlávek:
Concept Lattices and Their Applications, Fourth International Conference, CLA 2006, Tunis, Tunisia, October 30 - November 1, 2006, Selected Papers. Lecture Notes in Computer Science 4923, Springer 2008, ISBN 978-3-540-78920-8 [contents] - 2007
- [c46]Roger Nkambou, Engelbert Mephu Nguifo, Olivier Couturier, Philippe Fournier-Viger:
Problem-Solving Knowledge Mining from Users' Actions in an Intelligent Tutoring System. Canadian AI 2007: 393-404 - [c45]Roger Nkambou, Engelbert Mephu Nguifo, Olivier Couturier, Philippe Fournier-Viger:
A Framework for Problem-Solving Knowledge Mining from Users' Actions. AIED 2007: 623-625 - [c44]Rabie Saidi, Mondher Maddouri, Engelbert Mephu Nguifo:
Biological Sequences Encoding for Supervised Classification. BIRD 2007: 224-238 - [c43]Tarek Hamrouni, Islem Denden, Sadok Ben Yahia, Engelbert Mephu Nguifo:
A New Concise Representation of Frequent Patterns through Disjunctive Search Space. CLA 2007 - [c42]Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo:
CLANN: Concept Lattice-based Artificial Neural Network for Supervised Classification. CLA 2007 - [c41]Sami Zghal, Karim Kamoun, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani:
EDOLA : Une nouvelle méthode d'alignement d'ontologies OWL-Lite. CORIA 2007: 351-367 - [c40]Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Slim Bouker:
Extraction of Association Rules Based on Literalsets. DaWaK 2007: 293-302 - [c39]Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Towards a Finer Assessment of Extraction Contexts Sparseness. DEXA Workshops 2007: 504-508 - [c38]Sami Zghal, Engelbert Mephu Nguifo, Karim Kamoun, Sadok Ben Yahia, Yahya Slimani:
A new alignment method for OWL-Lite ontologies using propagation of similarity over the graph. DEXA Workshops 2007: 524-528 - [c37]Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo:
Une étude des algorithmes de construction d'architecture des réseaux de neurones multicouches. EGC 2007: 9-20 - [c36]Sami Zghal, Karim Kamoun, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Une nouvelle méthode d'alignement et de visualisation d'ontologies OWL-Lite. EGC 2007: 197-198 - [c35]Olivier Couturier, Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Vers une plate-forme interactive pour la visualisation de grands ensembles de règles d'association. EGC 2007: 235-240 - [c34]Tarek Hamrouni, Islem Denden, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani:
Les itemsets essentiels fermés : une nouvelle représentation concise. EGC 2007: 241-252 - [c33]Rabie Saidi, Mondher Maddouri, Engelbert Mephu Nguifo:
Classification supervisée de séquences biologiques basée sur les motifs et les matrices de substitution. EGC 2007: 409-420 - [c32]Tarek Hamrouni, Petko Valtchev, Sadok Ben Yahia, Engelbert Mephu Nguifo:
About the Lossless Reduction of the Minimal Generator Family of a Context. ICFCA 2007: 130-150 - [c31]Olivier Couturier, Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo:
A scalable association rule visualization towards displaying large amounts of knowledge. IV 2007: 657-663 - [c30]Sami Zghal, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani:
SODA: an OWL-DL based Ontology Matching System. OM 2007 - 2006
- [j9]Sadok Ben Yahia, Derrick G. Kourie, Engelbert Mephu Nguifo:
Editorial introduction to special ARIMA / SACJ joint issue on advances in end-user data mining techniques. South Afr. Comput. J. 36: 1-3 (2006) - [j8]Sadok Ben Yahia, Tarek Hamrouni, Engelbert Mephu Nguifo:
Frequent closed itemset based algorithms: a thorough structural and analytical survey. SIGKDD Explor. 8(1): 93-104 (2006) - [c29]Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Succinct System of Minimal Generators: A Thorough Study, Limitations and New Definitions. CLA 2006: 80-95 - [c28]Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Generic Association Rule Bases: Are They so Succinct?. CLA 2006: 198-213 - [c27]Engelbert Mephu Nguifo, Roger Nkambou:
Enhancing Tutoring Intelligence Using Knowledge Discovery Techniques. IAT Workshops 2006: 7-10 - [c26]Olivier Couturier, Engelbert Mephu Nguifo:
Une approche anthropocentrée interactive pour l'aide à la décision en marketing bancaire. IHM 2006: 253-256 - [c25]Sadok Ben Yahia, Engelbert Mephu Nguifo:
Visualisation des règles associatives : vers une approche méta-cognitive. INFORSID 2006: 735-750 - 2005
- [j7]Engelbert Mephu Nguifo, Patrick Njiwoua:
Treillis de concepts et classification supervisée. Tech. Sci. Informatiques 24(4): 449-488 (2005) - [c24]Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani:
Discovering "Factual" and "Implicative" generic association rules. CAP 2005: 329-344 - [c23]Olivier Couturier, Engelbert Mephu Nguifo, Brigitte Noiret:
Interactive Datamining Process Based on Human-Centered System for Banking Marketing Applications. ICEIS 2005: 104-109 - [c22]Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani:
IGB: A New Informative Generic Base of Association Rules. PAKDD 2005: 81-90 - 2004
- [j6]Sadok Ben Yahia, Engelbert Mephu Nguifo:
Approches d'extraction de règles d'association basées sur la correspondance de Galois. Ingénierie des Systèmes d Inf. 9(3-4): 23-55 (2004) - [j5]Huaiguo Fu, Engelbert Mephu Nguifo:
Étude et conception d'algorithmes de génération de concepts formels. Ingénierie des Systèmes d Inf. 9(3-4): 109-132 (2004) - [c21]Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani:
A new Informative Generic Base of Association Rules. CLA 2004 - [c20]I. Nsir, Sadok Ben Yahia, Engelbert Mephu Nguifo:
Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool. CLA 2004 - [c19]Sadok Ben Yahia, Engelbert Mephu Nguifo:
Revisiting Generic Bases of Association Rules. DaWaK 2004: 58-67 - [c18]Huaiyu Fu, Huaiguo Fu, Patrick Njiwoua, Engelbert Mephu Nguifo:
Une étude d'algorithmes de classification supervisée basée sur les treillis de Galois. EGC 2004: 277 - [c17]Huaiguo Fu, Engelbert Mephu Nguifo:
Un algorithme de génération des itemsets fermés pour la fouille de données. EGC 2004: 367-372 - [c16]Huaiguo Fu, Engelbert Mephu Nguifo:
How well go lattice algorithms on currently used machine learning testBeds? EGC 2004: 373-384 - [c15]Olivier Couturier, Engelbert Mephu Nguifo, Brigitte Noiret:
Recherche de règles d'association hiérarchiques par une approche anthropocentrée. EGC 2004: 567-572 - [c14]Sadok Ben Yahia, Engelbert Mephu Nguifo:
Contextual generic association rules visualization using hierarchical fuzzy meta-rules. FUZZ-IEEE 2004: 227-232 - [c13]Huaiyu Fu, Huaiguo Fu, Patrick Njiwoua, Engelbert Mephu Nguifo:
A Comparative Study of FCA-Based Supervised Classification Algorithms. ICFCA 2004: 313-320 - [c12]Huaiguo Fu, Engelbert Mephu Nguifo:
A Parallel Algorithm to Generate Formal Concepts for Large Data. ICFCA 2004: 394-401 - [c11]Huaiguo Fu, Engelbert Mephu Nguifo:
Mining frequent closed itemsets for large data. ICMLA 2004: 328-335 - [c10]Sadok Ben Yahia, Engelbert Mephu Nguifo:
Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool. ICTAI 2004: 148-155 - [c9]Huaiguo Fu, Engelbert Mephu Nguifo:
Clustering Binary Codes to Express the Biochemical Properties of Amino Acids. Intelligent Information Processing 2004: 279-282 - 2003
- [j4]Engelbert Mephu Nguifo, Vincent Duquenne, Michel Liquiere:
Introduction - Concept Lattice-Based Theory, Methods and Tools for Knowledge Discovery in Databases: Applications. Appl. Artif. Intell. 17(3): 177-180 (2003) - [c8]Huaiguo Fu, Engelbert Mephu Nguifo:
Partitioning Large Data to Scale up Lattice-Based Algorithm. ICTAI 2003: 537-544 - 2002
- [j3]Engelbert Mephu Nguifo, Vincent Duquenne, Michel Liquiere:
Concept lattice-based knowledge discovery in databases. J. Exp. Theor. Artif. Intell. 14(2-3): 75-79 (2002) - 2001
- [j2]Engelbert Mephu Nguifo, Patrick Njiwoua:
IGLUE: A lattice-based constructive induction system. Intell. Data Anal. 5(1): 73-91 (2001)
1990 – 1999
- 1999
- [c7]Patrick Njiwoua, Engelbert Mephu Nguifo:
Exemplar-Based Prototype Selection for a Multi-Strategy Learning System. ICTAI 1999: 37- - [c6]Eric Lemoine, David Merceron, Jean Sallantin, Engelbert Mephu Nguifo:
Improving the Efficiency of a User-Driven Learning System with Reconfigurable Hardware. Application to DNA Splicing. Pacific Symposium on Biocomputing 1999: 290-301 - 1998
- [c5]Engelbert Mephu Nguifo, Patrick Njiwoua:
Using Lattice-Based Framework as a Tool for Feature Extraction. ECML 1998: 304-309 - 1997
- [j1]Engelbert Mephu Nguifo, Marie-Salomé Lagrange, Monique Renaud, Jean Sallantin:
PLATA: An Application of LEGAL, a Machine Learning Based System, to a Typology of Archaeological Ceramics. Comput. Humanit. 31(3): 169-187 (1997) - [c4]Engelbert Mephu Nguifo:
An Interactive Environment for Dynamic Control of Machine Learning Systems. HCI (2) 1997: 31-34 - [c3]Patrick Njiwoua, Engelbert Mephu Nguifo:
IGLUE: An Instance-Based Learning System over Lattice Theory. ICTAI 1997: 75-76 - 1994
- [c2]Engelbert Mephu Nguifo:
Galois Lattice: A Framework for Concept Learning-Design, Evaluation and Refinement. ICTAI 1994: 461-467 - 1993
- [c1]Engelbert Mephu Nguifo, Jean Sallantin:
Prediction of Primate Splice Junction Gene Sequences with a Cooperative Knowledge Acquisition System. ISMB 1993: 292-300
Coauthor Index
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