Academic Positions

  • Present 2013

    Associate Professor

    University of Lorraine, Research Centre for Automatic control(CNRS UMR 7039)

  • 2013 2012

    Lecturer and Researcher

    University of Technology of Troyes, Institute of Charles Delaunay(CNRS UMR 6279).

  • 2012 2011

    Teaching assistant

    University of Technology of Troyes

Education & Training

  • Ph.D. 2012

    Ph.D. in Optimization and Safety of Systems

    University of Technology of Troyes (UTT), France
    Lebanese University (UL), Lebanon

  • M22009

    Master's degree Sciences, Technologies and Health

    University of Technology of Compiègne (UTC), Compiègne, France

  • C.C.E.2008

    Engineering diploma in Computer and Communication

    Holy Spirit University of Kaslik, Kaslik, Liban

Honors, Awards and Grants

  • Jan 2014
    Research Grant
    As a new member in the Research centre of automatic control, the administration gave a grant in order to start researches within the new domain.
  • Feb 2013
    Qualification for Associate Professor Position Section 61
    Ministry of Higher Education and Research has given the qualification for an associate professor with Licence number 13261234794 for section 61
  • Feb 2013
    Qualification for Associate Professor Position Section 27
    Ministry of Higher Education and Research has given the qualification for an associate professor with Licence number 13227234794 for section 27

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Diagnosis of nonlinear systems using kernel principal component analysis.

M. Kallas, G. Mourot, D. Maquin, J. Ragot
Journal Paper Journal of Physics: Conference Series: European workshop on Advanced Control and Diagnosis (ACD), 570 (7) 072004, 2014.

Non-negativity constraints on the pre-image for pattern recognition with kernel machines.

M. Kallas,P. Honeine, C. Richard, H. Amoud, C. Francis
Journal Paper Elsevier, Pattern Recognition, 46 (11), pp. 3066--3080, November 2013

Kernel autoregressive models using Yule-Walker equations.

M. Kallas, P. Honeine, C. Francis, H. Amoud
Journal Paper Elsevier, Signal Processing, 93 (11), pp. 3053--3061, November 2013.

Detection, isolation and fault estimation of nonlinear systems using a directional study.

M. Kallas, G. Mourot, D. Maquin, J. Ragot
Conference Paper12th European workshop on Advanced Control and Diagnosis (ACD), Pilsen, Czech Republic. Pilsen, Czech Republic, November 2015.

Fault estimation of nonlinear processes using kernel principal component analysis.

M. Kallas, G. Mourot, D. Maquin, J. Ragot.
Conference Paper 14th European Control Conference (ECC), Linz, Austria, 15-17 July 2015.

Kernel non-negative matrix factorization without the pre-image problem.

F. Zhu, P. Honeine, M. Kallas
Conference Paper Proc. 24th IEEE workshop on Machine Learning for Signal Processing (MLSP), Reims, France, 21-24 September, 2014.

Mobilité d'un réseau de capteurs sans fil basée sur les méthodes à noyau.

N. Ghadban, P. Honeine, C. Francis, F. Mourad-Chehade, J. FarahM. Kallas
Conference PaperIn 24ème édition du Colloque GRETSI : Traitement du signal et des images, Brest, France, Septembre 2013.

Estimation locale d'un champ de diffusion par modèles à noyaux.

N. Ghadban, P. Honeine, C. Francis, F. Mourad-Chehade, J. FarahM. Kallas
Conference Paper Actes de la 14-ème conférence de la Société Française de Recherche Opérationnelle et Aide à la Décision (ROADeF), Troyes, France, 13-15 Février, 2013

Modeling electrocardiogram using Yule-Walker equations and kernel machines.

M. Kallas, C. Francis, P. Honeine, H. Amoud, C. Richard
Conference PaperProc. 19th International Conference on Telecommunications (ICT), Jounieh, Lebanon, 23-25 April, 2012

Multi-class SVM classification combined with kernel PCA feature extraction of ECG signals.

M. Kallas, C. Francis, L. Kanaan, D. Merheb, P. Honeine, H. Amoud
Conference Paper Proc. 19th International Conference on Telecommunications (ICT), Jounieh, Lebanon, 23-25 April, 2012

Prediction of time series using Yule-Walker equations with kernels.

M. Kallas, P. Honeine, C. Richard, C. Francis, H. Amoud
Conference Paper Proc. 37th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 25-30 March, 2012

A comparative Study of pre-image techniques: the kernel autoregressive case.

M. Kallas, P. Honeine, C. Francis, H. Amoud
Conference Paper Proc. IEEE workshop on Signal Processing Systems (SiPS), Beirut, Lebanon, 4-7 October, 2011

PCA and KPCA of ECF signals with binary SVM classification.

L. Kanaan, D. Merheb, M. Kallas, C. Francis, H. Amoud, and P. Honeine
Conference PaperProc. IEEE workshop on Signal Processing Systems (SiPS), Beirut, Lebanon, 4-7 October, 2011

Sur le problème de la pré-image en reconnaissance des formes avec contraintes de non-négativité.

M. Kallas, P. Honeine , H. Amoud, C. Francis
Conference PaperActes du 23-ème Colloqe GRETSI sur le traitement du Signal et des Images (GRETSI'11), Bordeaux, France, September, 2011

Modèle autorégressif non-linéaire à noyau. Une première approche

M. Kallas, P. Honeine, C. Richard, C. Francis, H. Amoud
Conference Paper JActes du 23-ème Colloqe GRETSI sur le traitement du Signal et des Images (GRETSI'11), Bordeaux, France, September, 2011

Non-negative pre-image in machine learning for pattern recognition.

M. Kallas, P. Honeine, C. Richard, C. Francis, H. Amoud
Conference PaperProc. 19th European Conference on Signal Processing (EUSIPCO), Barcelona, Spain, 29 August-2 September, 2011

Kernel-based autoregressive modeling with a pre-image technique.

M. Kallas, P. Honeine, C. Richard, C. Francis, H. Amoud
Conference Paper Proc. IEEE workshop on Statistical Signal Processing (SSP), Nice, France, 28-30 June, 2011

Wireless sensor networks in biomedical: body area networks.

P. Honeine, F. Mourad,M. Kallas, H. Snoussi, H. Amoud, C. Francis
Conference Paper Proc. 7th International Workshop on Systems, Signal Processing and their Applications (WoSSPA), Algeria, 09-11 May, 2011

Nonlinear feature extraction using kernel principal component analysis with non-negative pre-image

M. Kallas, P. Honeine, C. Richard, C. Francis, H. Amoud
Conference Paper Proc. 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Buenos Aires, Argentina, 31 August-4 September, 2010

Kernel autoregressive method for time series analysis.

M. Kallas, P. Honeine, C. Richard, C. Francis, H. Amoud
WorkShopJournées Scientifiques à l'Ecole Doctorale de Sciences et Technologie, Liban, 19-20 Juin, 2012

Le problème de pré-image dans la reconnaissance des formes.

N. Khodor, H. Amoud, M. Kallas, P. Honeine, C. Francis
WorkShop Proc. 1st International Conference on Advances in Biomedical Engineering (ICABME), Tripoli, Lebanon, 6-8 July, 2011

Constrained pattern recognition with nonlinear principal component analysis

M. Kallas, P. Honeine, H. Amoud, C. Francis, and C. Richard
WorkShop Journées Scientifiques à l'Ecole Doctorale de Sciences et Technologie, Liban, 8-9 décembre, 2010

Méthodes à noyaux en reconnaissance de formes, prédiction et classification. Applications aux biosignaux.

M. Kallas
Research Repport Mémoire de thèse de doctorat en Optimisation et Sûreté des Systèmes, Ecole doctorale SSTO – Université de Technologie de Troyes, Troyes, France.

Le PIαDγ fractionnaire. Méthodes de calcul et de régulation. Estimation des performances.

M. Kallas
Research Repport Mémoire d’ingénierie en Informatique et Télécommunications, Université Saint-Esprit de Kaslik, Liban

Fusion de données ensemblistes pour l’estimation de l’attitude de drones miniatures.

M. Kallas
Research Repport Mémoire de Master 2 de Recherche, Université de Technologie de Compiègne, Compiègne, France.

Currrent Teaching

  • Present 2013

    Modélisation, Signaux, Systèmes

  • Present 2013

    Traitement du signal

  • Present 2013

    Théorie des graphes

  • Present 2013

    Algorithmique et programmation

  • Present 2013

    Programmation en Java

  • Present 2013

    Electronique numérique

  • Present 2013

    Transmission de l’information

  • Present 2013

    Recherche opérationnelle

Teaching History

  • 2013 2012

    Algorithmique

  • 2013 2012

    Outils mathématiques pour l’ingénieur

  • 2013 2012

    Théorie et codage de l'information

  • 2013 2012

    Bases de l’informatique

  • 2012 2011

    Analyse et Traitement du signal