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Engelbert Mephu Nguifo
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- affiliation: University Clermont Auvergne, Clermont-Ferrand, France
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2020 – today
- 2024
- [j53]Michael Franklin Mbouopda
, Engelbert Mephu Nguifo
:
Scalable and accurate subsequence transform for time series classification. Pattern Recognit. 147: 110121 (2024) - 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 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 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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