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1

Generalization of association rules through disjunction

Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2010

Language:

english

File:

PDF, 662 KB

english, 2010

2

PLATA: An Application of LEGAL, a Machine Learning Based System, to a Typology of Archaeological Ceramics

Engelbert Mephu Nguifo, Marie-Salomé Lagrange, Monique Renaud, Jean Sallantin

Journal:

Language Resources and Evaluation

Year:

1997

Language:

english

File:

PDF, 278 KB

english, 1997

3

[Lecture Notes in Computer Science] Concept Lattices and Their Applications Volume 4923 ||

Yahia, Sadok Ben, Nguifo, Engelbert Mephu, Belohlavek, Radim

Year:

2008

Language:

english

File:

PDF, 9.67 MB

english, 2008

4

A multiparadigm intelligent tutoring system for robotic arm training

Fournier-Viger, Philippe, Nkambou, Roger, Nguifo, Engelbert Mephu, Mayers, Andre, Faghihi, Usef

Journal:

IEEE Transactions on Learning Technologies

Year:

2013

Language:

english

File:

PDF, 1.21 MB

english, 2013

5

[ACM Press the 18th international conference - Montreal, Canada (2006.04.18-2006.04.21)] Proceedings of the 18th international conference on Association Francophone d'Interaction Homme-Machine - IHM '06 - Une approche anthropocentrée interactive pour l'aide à la décision en marketing bancaire

Couturier, Olivier, Nguifo, Engelbert Mephu

Year:

2006

File:

PDF, 380 KB

2006

6

Multiple instance learning for sequence data with across bag dependencies

Zoghlami, Manel, Aridhi, Sabeur, Maddouri, Mondher, Mephu Nguifo, Engelbert

Journal:

International Journal of Machine Learning and Cybernetics

Year:

2019

Language:

english

File:

PDF, 1.40 MB

english, 2019

7

A heuristic to predict the optimal pattern-growth direction for the pattern growth-based sequential pattern mining approach

Edith Belise, Kenmogne, Roger, Nkambou, Calvin, Tadmon, Nguifo, Engelbert Mephu

Journal:

Journal of Advanced Computer Science & Technology

Year:

2017

File:

PDF, 562 KB

2017

8

Sweeping the disjunctive search space towards mining new exact concise representations of frequent itemsets

T. Hamrouni, S. Ben Yahia, E. Mephu Nguifo

Journal:

Data & Knowledge Engineering

Year:

2009

Language:

english

File:

PDF, 498 KB

english, 2009

9

Learning task models in ill-defined domain using an hybrid knowledge discovery framework

Roger Nkambou, Philippe Fournier-Viger, Engelbert Mephu Nguifo

Journal:

Knowledge-Based Systems

Year:

2011

Language:

english

File:

PDF, 623 KB

english, 2011

10

CMRules: Mining sequential rules common to several sequences

Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo

Journal:

Knowledge-Based Systems

Year:

2012

Language:

english

File:

PDF, 1.80 MB

english, 2012

11

Protein sequences classification by means of feature extraction with substitution matrices

Rabie Saidi, Mondher Maddouri, Engelbert Mephu Nguifo

Journal:

BMC Bioinformatics

Year:

2010

Language:

english

File:

PDF, 947 KB

english, 2010

12

[Lecture Notes in Computer Science] Concept Lattices and Their Applications Volume 4923 || Using Formal Concept Analysis for Mining and Interpreting Patient Flows within a Healthcare Network

Yahia, Sadok Ben, Nguifo, Engelbert Mephu, Belohlavek, Radim

Year:

2008

Language:

english

File:

PDF, 702 KB

english, 2008

13

Exon prediction in eucaryotic genomes

L. Vignal, Y. d'Aubenton-Carafa, F. Lisacek, E. Mephu Nguifo, P. Rouzé, J. Quinqueton, C. Thermes

Journal:

Year:

1996

Language:

english

File:

PDF, 1.11 MB

english, 1996

14

Improving the Behavior of Intelligent Tutoring Agents with Data Mining

Nkambou, R., Fournier-Viger, P., Nguifo, E.M.

Journal:

IEEE Intelligent Systems

Year:

2009

Language:

english

File:

PDF, 921 KB

english, 2009

15

Looking for a structural characterization of the sparseness measure of (frequent closed) itemset contexts

Hamrouni, T., Ben Yahia, S., Mephu Nguifo, E.

Journal:

Information Sciences

Year:

2013

Language:

english

File:

PDF, 416 KB

english, 2013

16

[Lecture Notes in Computer Science] Concept Lattices and Their Applications Volume 4923 || Graded LinClosure and Its Role in Relational Data Analysis

Yahia, Sadok Ben, Nguifo, Engelbert Mephu, Belohlavek, Radim

Year:

2008

Language:

english

File:

PDF, 613 KB

english, 2008

17

[IEEE Comput. Soc. Press Sixth International Conference on Tools with Artificial Intelligence. TAI 94 - New Orleans, LA, USA (6-9 Nov. 1994)] Proceedings Sixth International Conference on Tools with Artificial Intelligence. TAI 94 - Galois Lattice: a framework for concept learning. Design, evaluation and refinement

Mephu-Nguifo, E.

Year:

1994

Language:

english

File:

PDF, 746 KB

english, 1994

18

[IEEE 18th International Conference on Database and Expert Systems Applications (DEXA 2007) - Regensburg, Germany (2007.09.3-2007.09.7)] 18th International Conference on Database and Expert Systems Applications (DEXA 2007) - A new alignment method for OWL-Lite ontologies using propagation of similarity over the graph

Zghal, Sami, Nguifo, Engelbert Mephu, Kamoun, Karim, Yahia, Sadok Ben, Slimani, Yahya

Year:

2007

Language:

english

File:

PDF, 227 KB

english, 2007

19

Density-based data partitioning strategy to approximate large-scale subgraph mining

Aridhi, Sabeur, d'Orazio, Laurent, Maddouri, Mondher, Mephu Nguifo, Engelbert

Journal:

Information Systems

Year:

2015

Language:

english

File:

PDF, 1.06 MB

english, 2015

20

[ACM Press the 12th International Workshop - Chicago, Illinois (2013.08.11-2013.08.14)] Proceedings of the 12th International Workshop on Data Mining in Bioinformatics - BioKDD '13 - Computational phenotype prediction of ionizing-radiation-resistant bacteria with a multiple-instance learning model

Aridhi, Sabeur, Maddouri, Mondher, Sghaier, Haitham, Nguifo, Engelbert Mephu

Year:

2013

Language:

english

File:

PDF, 806 KB

english, 2013

21

Boolean factors as a means of clustering of interestingness measures of association rules

Belohlavek, Radim, Grissa, Dhouha, Guillaume, Sylvie, Mephu Nguifo, Engelbert, Outrata, Jan

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 1.51 MB

english, 2014

22

[IEEE Comput. Soc 11th International Conference on Tools with Artificial Intelligence. TAI 99 - Chicago, IL, USA (9-11 Nov. 1999)] Proceedings 11th International Conference on Tools with Artificial Intelligence - Examplar-based prototype selection for a multi-strategy learning system

Njiwoua, P., Nguifo, E.M.

Year:

1999

Language:

english

File:

PDF, 76 KB

english, 1999

23

Mining Undominated Association Rules Through Interestingness Measures

Bouker, Slim, Saidi, Rabie, Ben Yahia, Sadok, Mephu Nguifo, Engelbert

Journal:

International Journal of Artificial Intelligence Tools

Year:

2014

Language:

english

File:

PDF, 374 KB

english, 2014

24

[IEEE Comput. Soc Ninth IEEE International Conference on Tools with Artificial Intelligence - Newport Beach, CA, USA (3-8 Nov. 1997)] Proceedings Ninth IEEE International Conference on Tools with Artificial Intelligence - IGLUE: an instance-based learning system over lattice theory

Njiwoua, P., Nguifo, E.M.

Year:

1997

Language:

english

File:

PDF, 201 KB

english, 1997

25

[IEEE 18th International Conference on Database and Expert Systems Applications (DEXA 2007) - Regensburg, Germany (2007.09.3-2007.09.7)] 18th International Conference on Database and Expert Systems Applications (DEXA 2007) - Towards a Finer Assessment of Extraction Contexts Sparseness

Hamrouni, Tarek, Yahia, Sadok Ben, Nguifo, Engelbert Mephu

Year:

2007

Language:

english

File:

PDF, 150 KB

english, 2007

26

[IEEE Comput. Soc 15th IEEE International Conference on Tools with Artificial Intelligence - Sacramento, CA, USA (3-5 Nov. 2003)] Proceedings. 15th IEEE International Conference on Tools with Artificial Intelligence - Partitioning large data to scale up lattice-based algorithm

Huaiguo Fu,, Nguifo, E.M.

Year:

2003

Language:

english

File:

PDF, 345 KB

english, 2003

27

Frequent closed itemset based algorithms

Yahia, S. Ben, Hamrouni, T., Nguifo, E. Mephu

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2006

File:

PDF, 2.36 MB

2006

28

Smoothing 3D Protein Structure Motifs Through Graph Mining and Amino Acid Similarities

Dhifli, Wajdi, Saidi, Rabie, Nguifo, Engelbert Mephu

Journal:

Journal of Computational Biology

Year:

2014

Language:

english

File:

PDF, 667 KB

english, 2014

29

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Towards a generalization of decompositional approach of rule extraction from multilayer artificial neural network

Tsopze, Norbert, Mephu-Nguifo, Engelbert, Tindo, Gilbert

Year:

2011

Language:

english

File:

PDF, 341 KB

english, 2011

30

Introduction concept lattice-based theory, methods and tools for knowledge discovery in databases: Applications

Nguifo, Engelbert Mephu, Duquenne, Vincent, Liquie'RE, Michel

Journal:

Applied Artificial Intelligence

Year:

2003

Language:

english

File:

PDF, 99 KB

english, 2003

31

[IEEE Comput. Soc 16th IEEE International Conference on Tools with Artificial Intelligence - Boca Raton, FL, USA (15-17 Nov. 2004)] 16th IEEE International Conference on Tools with Artificial Intelligence - Emulating a cooperative behavior in a generic association rule visualization tool

Yahia, S.B., Nguifo, E.M.

Year:

2004

Language:

english

File:

PDF, 3.94 MB

english, 2004

32

[IEEE 2004 IEEE International Conference on Fuzzy Systems - Budapest, Hungary (25-29 July 2004)] 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542) - Contextual generic association rules visualization using hierarchical fuzzy meta-rules

Yahia, S.B., Nguifo, E.M.

Year:

2004

Language:

english

File:

PDF, 900 KB

english, 2004

33

[IEEE 2007 11th International Conference Information Visualization (IV '07) - Zurich, Switzerland (2007.07.4-2007.07.6)] 2007 11th International Conference Information Visualization (IV '07) - A scalable association rule visualization towards displaying large amounts of knowledge

Couturier, Olivier, Hamrouni, Tarek, Yahia, Sadok Ben, Nguifo, Engelbert Mephu

Year:

2007

Language:

english

File:

PDF, 340 KB

english, 2007

34

[IEEE 2004 International Conference on Machine Learning and Applications, 2004. - Louisville, Kentucky, USA (16-18 December, 2004)] 2004 International Conference on Machine Learning and Applications, 2004. Proceedings. - Mining frequent closed itemsets for large data

Huaiguo Fu,, Mephu Nguifo, E.

Year:

2004

Language:

english

File:

PDF, 298 KB

english, 2004

35

[IEEE 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops - Hong Kong, China (2006.12.18-2006.12.22)] 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops - Enhancing Tutoring Intelligence Using Knowledge Discovery Techniques

Nguifo, Engelbert, Nkambou, Roger

Year:

2006

Language:

english

File:

PDF, 177 KB

english, 2006

36

Concept lattice-based knowledge discovery in databases

Nguifo, Engelbert Mephu, Duquenne, Vincent, Liquiere, Michel

Journal:

Journal of Experimental & Theoretical Artificial Intelligence

Year:

2002

Language:

english

File:

PDF, 170 KB

english, 2002

37

[Lecture Notes in Computer Science] Concept Lattices and Their Applications Volume 4923 || Yet Another Approach for Completing Missing Values

Yahia, Sadok Ben, Nguifo, Engelbert Mephu, Belohlavek, Radim

Year:

2008

Language:

english

File:

PDF, 526 KB

english, 2008

38

SUCCINCT MINIMAL GENERATORS: THEORETICAL FOUNDATIONS AND APPLICATIONS

HAMROUNI, TAREK, BEN YAHIA, SADOK, MEPHU NGUIFO, ENGELBERT

Journal:

International Journal of Foundations of Computer Science

Year:

2008

Language:

english

File:

PDF, 1.66 MB

english, 2008

39

PREFACE

BEN YAHIA, SADOK, MEPHU NGUIFO, ENGELBERT

Journal:

International Journal of Foundations of Computer Science

Year:

2008

Language:

english

File:

PDF, 241 KB

english, 2008

40

Towards Faster Mining of Disjunction-Based Concise Representations of Frequent Patterns

Hamrouni, T., Ben Yahia, S., Mephu Nguifo, E.

Journal:

International Journal of Artificial Intelligence Tools

Year:

2014

Language:

english

File:

PDF, 408 KB

english, 2014

41

[ACM Press the ACM Conference - Orlando, Florida (2012.10.07-2012.10.10)] Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine - BCB '12 - Feature extraction in protein sequences classification

Saidi, Rabie, Aridhi, Sabeur, Nguifo, Engelbert Mephu, Maddouri, Mondher

Year:

2012

Language:

english

File:

PDF, 473 KB

english, 2012

42

[ACM Press the ACM Conference - Orlando, Florida (2012.10.07-2012.10.10)] Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine - BCB '12 - A novel approach for mining representative spatial motifs of proteins

Dhifli, Wajdi, Saidi, Rabie, Nguifo, Engelbert Mephu

Year:

2012

Language:

english

File:

PDF, 193 KB

english, 2012

43

Prediction of Ionizing Radiation Resistance in Bacteria Using a Multiple Instance Learning Model

Aridhi, Sabeur, Sghaier, Haïtham, Zoghlami, Manel, Maddouri, Mondher, Nguifo, Engelbert Mephu

Journal:

Journal of Computational Biology

Year:

2015

Language:

english

File:

PDF, 247 KB

english, 2015

44

Symbolic representation of propulsion cycles in manual wheelchair locomotion

Siyou Fotso, V. S., Nguifo, E. Mephu, Vaslin, Ph.

Journal:

Computer Methods in Biomechanics & Biomedical Engineering

Year:

2015

Language:

english

File:

PDF, 860 KB

english, 2015

45

Towards more targeted recommendations in folksonomies

Jelassi, Mohamed Nader, Ben Yahia, Sadok, Mephu Nguifo, Engelbert

Journal:

Social Network Analysis and Mining

Year:

2015

Language:

english

File:

PDF, 733 KB

english, 2015

46

DroPNet: a web portal for integrated analysis of Drosophila protein-protein interaction networks

Renaud, Y., Baillif, A., Perez, J.-B., Agier, M., Mephu Nguifo, E., Mirouse, V.

Journal:

Nucleic Acids Research

Year:

2012

Language:

english

File:

PDF, 1.95 MB

english, 2012

47

[IEEE 2015 IEEE Trustcom/BigDataSE/ISPA - Helsinki, Finland (2015.8.20-2015.8.22)] 2015 IEEE Trustcom/BigDataSE/ISPA - Cost Models for Distributed Pattern Mining in the Cloud

Aridhi, Sabeur, dOrazio, Laurent, Maddouri, Mondher, Nguifo, Engelbert Mephu

Year:

2015

Language:

english

File:

PDF, 452 KB

english, 2015

48

Cluster analysis to investigate biomechanical changes during learning of manual wheelchair locomotion: a preliminary study

Sauret, C., Siyou Fotso, V., Bascou, J., Pillet, H., Mephu-Nguifo, E., Fodé, P., Vaslin, P.

Journal:

Computer Methods in Biomechanics & Biomedical Engineering

Year:

2015

Language:

english

File:

PDF, 486 KB

english, 2015

49

[IEEE 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI 2012) - Athens (2012.11.7-2012.11.9)] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence - Ranking and Selecting Association Rules Based on Dominance Relationship

Bouker, S., Saidi, R., Yahia, S. B., Nguifo, E. M.

Year:

2012

Language:

english

File:

PDF, 411 KB

english, 2012

50

[IEEE 2008 4th International IEEE Conference "Intelligent Systems" (IS) - Varna, Bulgaria (2008.09.6-2008.09.8)] 2008 4th International IEEE Conference Intelligent Systems - Optimizing occlusion appearances in 3D association rules visualization

Couturier, Olivier, Dubois, Vincent, Hsu, Tiente, Nguifo, Engelbert Mephu

Year:

2008

Language:

english

File:

PDF, 633 KB

english, 2008

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