Engelbert MEPHU NGUIFO
 mephu@cril.univ-artois.fr

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Publications :
  1. Revues
  2. Chapitres de livres
  3. Communications d'audience internationale
  4. Communications d'audience nationale
  5. Editions d'actes

COMMUNICATIONS D'AUDIENCE INTERNATIONALE

[ir9] FOURATI A., HUBANS C., EVEN G., HOT D., LEMOINE Y., & MEPHU NGUIFO E., 2006, "Combining multiple models for Prokaryotic promoter prediction", in Poster Session, 10th Intl. Conf. on Research in Computational Molecular Biology (RECOMB), April 2-5, Venice (Italy).

[i37] GASMI G., HAMROUNI T., ABDELHAK S., BEN YAHIA S., & MEPHU NGUIFO E., 2005, "Extracting generic basis of association rules from sage data. In P. Perka and B.Cremilleux, editors, Proc. of 8th Intl. ECML/PKDD Workshop Discovery Challenge, Porto, Portugal.

[ir8] HUBANS C., HOT D., LEMOINE Y., & MEPHU NGUIFO E., 2005, "Plate-forme de prediction logique des structures opéroniques", in Poster Session, 4th European Conf. on Computational Biology (ECCB), September, Madrid (Espagne).

[i36] GASMI G., BEN YAHIA S., MEPHU NGUIFO E. & SLIMANI Y., 2005, "A new informative generic base of association rules", in 9th Pacific-Asia Intl. Conf. on Knowledge Discovery and Data Mining (PAKDD), p.81-90, Hanoï (Vietnam), May 18-20, LNCS, Springer Verlag. Version étendue de la publication [n20].

[i35] COUTURIER O., MEPHU NGUIFO E. & NOIRET B., 2005, "A hierarchical user-driven method for association rules mining", dans Intl. Conference on Human Computer Interaction (HCI), cd-rom, Las Vegas (Nevada, USA), July.                    Version étendue de la publication [n21].

[i34] COUTURIER O., MEPHU NGUIFO E. & NOIRET B., 2005, "Interactive datamining process based on human-centered system for banking marketing applications", dans Intl. Conference on Entreprise Information System (ICEIS), p.104-109, Miami (Florida, USA), May 21-23.

 [ir7] FU H. & MEPHU NGUIFO E., 2005, "VLDMining: A Data Analysis System", in Supplementary Proc of 3rd Intl. Conference on Formal Concept Analysis (ICFCA Demo session), p97-100, February 17, Lens (France).

[ir6] NSIR I., BEN YAHIA S. & MEPHU NGUIFO E., 2005, "GERVIS : a prototype for visualizing generic association rules", in Supplementary Proc of 3rd Intl. Conference on Formal Concept Analysis (ICFCA Demo session), p106-109, February 17, Lens (France).

[i33] FU H., & MEPHU NGUIFO E., 2004, "Mining frequent closed itemsets for large data", 3rd Intl. Conference on Machine Learning and Applications (ICMLA), p.328-335, Louisville (KY, USA), December 21-23, CSREA Press.

[i32] TINDO G. & MEPHU NGUIFO E., 2004, "Apprentissage de concepts à l’aide de réseaux de neurones: Une approche pour la construction du réseau, basée sur les exemples positifs", dans Actes du 7ème Colloque Africain sur la Recherche en Informatique (CARI), p.415-422, Hammamet (Tunisie), 22-25 Novembre, Kamgnia E. Editor, INRIA Press.

[i31] BEN YAHIA S. & MEPHU NGUIFO E., 2004, "Emulating a cooperative behaviour in a generic association rule visualization tool", IEEE Intl. conference on Tools with Artificial Intelligence (ICTAI), p.148-155, November, Boca Raton (FL, USA), IEEE Press.

[i30] FU H., & MEPHU NGUIFO E., 2004, "Clustering binary codes to express the biochemical properties of amino-acids", 2nd Intl. Conference on Intelligent Information Processing (ICIIP), 279-282, Beijing (China), October 21-23, Springer Science Press NY (USA).

[i29] COUTURIER O., DELALIN H., FU H., KOUAMOU G., & MEPHU NGUIFO E., 2004, "A three-step approach for STULONG database analysis: characterization of patients’groups", ECML-PKDD Discovery challenge: a collaborative effort in KDD, p.26-31, Pisa (Italy), September 18-24.

[i28] BEN YAHIA S. & MEPHU NGUIFO E., 2004, "Revisiting Generic bases of association rules", 6th Intl. Conference on DataWaherouse and Knowledge Discovery (DaWaK), 58-67, Springer Verlag, LNCS 3181, Août, Zaragoza (Espagne).

[i27] BEN YAHIA S. & MEPHU NGUIFO E., 2004, "Contextual Generic Association Rules Visualization using Hierarchical Fuzzy Meta-Rules", IEEE Intl. conference on Fuzzy Systems (FUZZ-IEEE), 227-232, IEEE Press, Juillet, Budapest (Hongrie).

[ir5] DELALIN H., & MEPHU NGUIFO E., 2004, "Uses of bit-vector representation of amino-acids for sequence alignment", in Poster Session, 12th Intl. Conference on Intelligent Systems for Molecular Biology – 3rd European Conf. on Computational Biology (ISMB-ECCB), July, Glasgow (UK).

[i26] FU H-Y., FU H., NJIWOUA P., & MEPHU NGUIFO E., 2004, "A comparative study of FCA-based Supervised Classifier Algorithms", 2nd Intl. Conference on Formal Concept Analysis (ICFCA), Springer-Verlag, LNAI 2961, 313-320, Sydney, Australia, February 23-26.

[i25] FU H., & MEPHU NGUIFO E., 2004, "A parallel algorithm to generate formal concepts for large data", 2nd Intl. Conference on Formal Concept Analysis (ICFCA), Springer-Verlag, LNAI 2961, 394-401, Sydney, Australia, February 23-26.

[i24] FU H., & MEPHU NGUIFO E., 2003, "Partitioning large data to scale up lattice-based algorithm", IEEE Intl. Conference on Tools with Artificial Intelligence (ICTAI), p.537-541, November, Sacramento, (CA, USA).

[i23] FU H., & MEPHU NGUIFO E., 2003, "A fast scalable lattice algorithm for large data set", Intl. IASTED Conference on Artificial Intelligence and Applications (IASTED-AIA), p.210-215, September, Benalmàdena (Malaga), Spain.

[ir4] FU H. & MEPHU NGUIFO E., 2003, "How well go lattice algorithms on machine learning testbeds", in R. Wille, B. Ganter and G. Stumme, Editors, 1st Intl. Conference on Formal Concept Analysis (ICFCA), February 26-March 1st, Darmstadt, Germany.

[ir3] MEPHU NGUIFO E., 2003, "Supervised Classification and Formal Concept Analysis", in R. Wille, B. Ganter and G. Stumme, Editors, 1st Intl. Conference on Formal Concept Analysis (ICFCA), February 26-March 1st, Darmstadt, Germany.

[i22] FU H., BOUITA B. & MEPHU NGUIFO E., 2002, "A Comparative Study of Amino Acids binary codes", in T. Lengauer, Editor, 1st European Conference on Computational Biology (ECCB), Poster session., p.66, October 6-9th, Saarbrücken, Germany.

[i21] MEPHU NGUIFO E., 2001, "Flexible Concept Lattices", dans G.W. Mineau, Editor, Conceptual Structures: Extracting and Representing Semantics. Contributions to the 9th International Conference on Conceptual Structures (ICCS), CEUR Pub., 41:193-196, July, Stanford University, CA.

[i20] NJIWOUA P. & MEPHU NGUIFO E., 1999, "Examplar-based prototype selection for a multi-strategy learning system", in Proc. of Intl. Conf. on Tools with Artificial Intelligence (ICTAI), 37-40, Chicago (IL), November, IEEE Computer Society Press.

[i19] NJIWOUA P. & MEPHU NGUIFO E., 1999, "Combining Lattice-based and Instance-based Techniques to Improve Learning Efficiency", in Proc. of Intl. Conf. on Computational Intelligence for Modelling, Control and Automation (CIMCA), 54:293-298, Vienne (Autriche), 18-21 Février, Mohammadian M. Editor, IOS Press.

[i18] LEMOINE E., MEPHU NGUIFO E., MERCERON D. & SALLANTIN J., 1999, "Improving the efficiency of a User-Driven Learning System with Reconfigurable Hardware. Application to DNA Splicing", in Proc. of Intl. Conf. on BioComputing (PSB), 290-301, Mauna Lani (Hawaï), January 4-9th, World Scientific Press.

[i17] NJIWOUA P. & MEPHU NGUIFO E., 1998, "Improving Lattice-based Learning System with Nominal-valued Features", dans Actes du 4ème Colloque Africain sur la Recherche en Informatique (CARI), 431-442, Dakar (Sénégal), 10-16 Octobre, Tchuenté M. Editor, INRIA Press.

[i16] MEPHU NGUIFO E. & NJIWOUA P., 1998, "Using Lattice-based Framework as a Tool for Feature Extraction", in Proc. of European Conference on Machine Learning (ECML), LNAI 1398, 304-309, Chemnitz (Allemagne), April 21-25th, Berlin : Springer Verlag Press.

[i15] NJIWOUA P. & MEPHU NGUIFO E., 1997, "IGLUE : An Instance-based Learning System over Lattice Theory", in Proc. of Intl. Conf. on Tools with Artificial Intelligence (ICTAI), 75-76, Newport Beach (Californie), November 3-8th, IEEE Computer Society Press.

[i14] MEPHU NGUIFO E., 1997, "An Interactive Environment for Dynamic Control of Machine Learning Systems", in Proc. of Intl. Conf. on Human-Computer Interaction (HCI), 2:31-34, San Francisco (Californie), September 2-6th, Elsevier Science Pub.

[ir2] NJIWOUA P. & MEPHU NGUIFO E., 1997, "A Parallel Algorithm to Build Concept Lattice", in Proc. of 4th Groningen Intl. Information Technology Conf. for Students (GRONICS), 103-108, University of Groningen (Pays-Bas), February 21.

[i13] LAGRANGE M.S., MEPHU NGUIFO E. & RENAUD M., 1996, "Apprentissage automatique et typologie. PLATA: une expérience d'acquisition de connaissances dans le domaine de la céramique archéologique", dans Actes du 3ème Colloque Africain sur la Recherche en Informatique (CARI), 124-134, Libreville (Gabon), 9-16 Octobre, Editeur P. Moukeli, INRIA-ORSTOM Press.

[i12] MEPHU NGUIFO E., BAKER M. & DILLENBOURG P., 1996, "Machine Learning operators meet Dialogue operators", in Proc. of Intl. Conf. on Machine Learning (ICML) workshop on Machine Learning meets Human Computer Interaction, Bari (Italy), July 3rd.

[i11] MEPHU NGUIFO E., 1996, "Abduction and Induction in Concept Learning: which needs the other?", in Proc. of European Conf. on Artificial Intelligence (ECAI) workshop on Abduction and Induction Reasoning, Budapest (Hongrie), August 12th, Peter Flach Ed.

[i10] VIGNAL L., LISACEK F., MEPHU NGUIFO E. & QUINQUETON J., 1995, "AMELIE : a multi-agent architecture for the localisation and explanation of introns-exons", in Proc. of Intl. workshop on Gene Finding and Gene Structure Prediction, Philadelphia (Pennsylvanie), October, 13-14th.

[i9] MEPHU NGUIFO E., 1995, "Multi-Level Concept Modelling for Similarity-Based Learning", in Proc. of the 1st ECML-MLNet workshop on Knowledge Level and Machine Learning (KLML), III.3.1-15, Heraklion (Grèce), April 28-29th, Dieter Fensel Ed.

[i8] RIPOCHE H., MEPHU NGUIFO E., & SALLANTIN J., 1994, "Indexing Protein Sequences with MINOS", in Proc. of 5th Intl. workshop on Genome Informatics (GIW), 49-58, Yokohama (Japan), December 19-20th, S. Miyano Ed., Universal Academic Press.

[i7] MEPHU NGUIFO E., 1994, "Galois Lattice: A Framework for Concept Learning - Design, Evaluation and Refinement", in Proc. of 6th Intl. Conf. on Tools with Artificial Intelligence (ICTAI), 461-467, New-Orleans (Louisiane), November 6-9th, IEEE Press.

[i6] MEPHU NGUIFO E., 1994, "Acquérir une Connaissance par Abstraction et Explication", dans Actes du 2ème Colloque Africain sur la Recherche en Informatique (CARI), 527-541, Ouagadougou (Burkina-Faso), 12-18 Octobre, Editeur J. Tankoano, INRIA-ORSTOM Press.

[i5] MEPHU NGUIFO E., 1993, "Control Similarities by Objections for Knowledge Acquisition - An experimentation onto the protein alignment problem", in Proc. of 5th Expersys conference (Expersys), 115-120, Paris, December 1-2, Eds. H.S. Nwana & T. Martelli, IITT Press.

[i4] MEPHU NGUIFO E. & SALLANTIN J., 1993, "Prediction of Primate Splice Junction Gene Sequences", in Proc. of 1st Intl. Conf. on Intelligent Systems for Molecular Biology (ISMB), 292-300, Washington DC (USA), July 7-9th, AAAI Press.

[i3] MEPHU NGUIFO E. & SALLANTIN J., 1993, "Interactive Control in Symbolic-Numeric Modelling", in Proc. of 3rd European-Japanese Seminar on Information Modelling and Knowledges Bases (IMKB), 2:389-407, Budapest (Hongrie), May 31 – June 3rd, Eds. H. Kangassalo & H. Jaakkola.

[i2] MEPHU NGUIFO E. & SALLANTIN J., 1993, "Concept Acquisition from Similarity-Based Learning", dans Actes des 13ème Journées Internationales Intelligence Artificielle, Systèmes Experts & Langage Naturel, 1:321-330, Avignon, 24-28 Mai, Ed. J.C. Rault, EC2 Press.

[i1] MEPHU NGUIFO E., 1992, "Improvement and control of similarity-based decision for knowledge acquisition", dans Actes du 1er  Colloque Africain sur la Recherche en Informatique (CARI), 173-184, Yaoundé (Cameroun), 14-20 Octobre, Editeur M. Tchuenté, INRIA Press.

[ir1] AFSHAR M., CHICHE L., GRACY J., MEPHU NGUIFO E. & SALLANTIN J., 1991, "New methods for the alignment of weakly homologous protein sequences", in Proc. of GBF Prediction and Experiment 3D Structure of Homologous Proteins, 40-41, Braunchweig (Allemagne), September 18-20th.