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Emmanuel Ramasso

ramasso

AS2M
Group : T2DC

Emmanuel Ramasso received a B.S.C degree in automatic control and computer science from the engineering school "POLYTECH'SAVOIE" (Annecy, France) in 2004. He then earned a Ph.D. in image/signal/speech/telecom from the University JOSEPH FOURIER (Grenoble, France) in 2007. Emmanuel Ramasso was then a postdoctoral researcher at Commissariat à l'Energie Atomique (CEA, Paris/Saclay, France). In september 2008, he became Assistant Professor at "Ecole Nationale Supérieure de Mécanique et des Microtechniques" (ENSMM, Besançon, France). Besides, he perfomed his research in Department "Automatique et Systèmes Micro-Mécatroniques (AS2M)" of the research institute FEMTO-ST where he focused on scientific problems related to information fusion and fault prognostics applied to real industrial problems linked to maintenance optimization. His research interests include also graph theory, probability theory, Evidence theory / Transferable Belief Model. He also carried out some projects related to human motion recognition and 2D-3D image and video analysis.

You can find here my publication list. If you want to obtain a copy of one of them and you can not obtain it otherwise, please contact me

Publication list :

Category article
2016
  • A signal processing approach for enhanced Acoustic Emission data analysis in high activity systems: application to Organic Matrix Composites
    Mechanical Systems and Signal Processing (MSSP) (Volume 70-71, mar 2016, Pages :1038 - 1055)
    Kharrat, Mohamed | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine
    pdf | doi | bibtex
  • Theory and applications of data clustering
    Mathematical Problems in Engineering (Volume 2016, jan 2016, Pages :5427923 (2 pages))
    Panagiotakis, Costas | Ramasso, Emmanuel | Fragopoulou Paraskevi | Aloise, Daniel
    doi | bibtex
  • Influence of damage accumulation under fatigue loading on the AE-based health assessment of composite materials : wave distortion and AE-features evolution as a function of damage level
    Composites Part A: Applied Science and Manufacturing (mar 2016)
    Kharrat, Mohamed | Placet, Vincent | Ramasso, Emmanuel | Boubakar, Lamine
    pdf | doi | bibtex
  • Ascertainment-adjusted parameter estimation approach to improve robustness against misspecification of health monitoring methods
    Mechanical Systems and Signal Processing (MSSP) (mar 2016)
    Juesas, Pablo | Ramasso, Emmanuel
    pdf | doi | bibtex
  • Influence of moisture uptake on the static, cyclic and dynamic behaviour of unidirectional flax fibre-reinforced epoxy laminates
    Composites Part A: Applied Science and Manufacturing (Volume 88, sep 2016, Pages :165 - 177)
    Berges, Michaël | Léger, Romain | Placet, Vincent | Person, Véronique | Corn, Stéphane | Gabrion, Xavier | Rousseau, Jérôme | Ramasso, Emmanuel | Ienny, Patrick | Fontaine, Stéphane
    pdf | doi | bibtex
  • Inference and learning in evidential discrete latent markov models
    IEEE Transactions on Fuzzy Systems (Issue (99), aug 2016, Pages :1 p)
    Ramasso, Emmanuel
    pdf | doi | bibtex
2015
  • An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer–composite materials
    Mechanical Systems and Signal Processing (MSSP) (Volume 64-65, apr 2015, Pages :465 - 478)
    Doan , Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Zhang, Shuo | Boubakar, Lamine | Zerhouni, Noureddine
    pdf | doi | bibtex
  • Unsupervised consensus clustering of acoustic emission time-series for robust damage sequence estimation in composites
    IEEE Transactions on Instrumentation and Measurement (Volume 64, Issue (12), dec 2015, Pages :3297 - 3307)
    Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine
    pdf | doi | bibtex
  • Weighted maximum likelihood for parameters learning based on noisy labels in discrete Hidden Markov Models
    (Volume 9161, jul 2015, Pages :451 - 460)
    Juesas, Pablo | Ramasso, Emmanuel
    pdf | doi | bibtex
2014
  • Making use of partial knowledge about hidden states in HMMs : an approach based on belief functions
    IEEE Transactions on Fuzzy Systems (Volume 22, Issue (2), apr 2014, Pages :395 - 405)
    Ramasso, Emmanuel | Denoeux, Thierry
    pdf | doi | bibtex
  • Remaining Useful Life Estimation by Classification of Predictions Based on a Neuro-Fuzzy System and Theory of Belief Functions.
    IEEE Transactions on Reliability (Volume 63, Issue (2), mar 2014, Pages :555-566)
    Ramasso, Emmanuel | Gouriveau, Rafael
    pdf | doi | bibtex
  • Investigating computational geometry for failure prognostics.
    International Journal of Prognostics and Health Management (Volume 5, Issue (1), 2014, Pages :1 - 18)
    Ramasso, Emmanuel
    pdf | bibtex
  • Performance Benchmarking and Analysis of Prognostic Methods for CMAPSS Datasets.
    International Journal of Prognostics and Health Management (Volume 5, Issue (2), nov 2014, Pages :1-15)
    Ramasso, Emmanuel | Saxena, Abhinav
    pdf | bibtex
2013
  • E2GKpro: An evidential evolving multi-modeling approach for system behavior prediction with applications
    Mechanical Systems and Signal Processing (MSSP) (Volume 37, apr 2013, Pages :213 - 218)
    Serir, Lisa | Ramasso, Emmanuel | Nectoux, Patrick | Zerhouni, Noureddine
    pdf | doi | bibtex
  • Strategies to face imbalanced and unlabelled data in PHM applications.
    Chemical Engineering Transactions (Volume 33, sep 2013, Pages :115-120)
    Gouriveau, Rafael | Ramasso, Emmanuel | Zerhouni, Noureddine
    doi | bibtex
  • Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions
    IEEE Transactions on Cybernetics (Volume 43, Issue (1), feb 2013, Pages :37 - 50)
    Ramasso, Emmanuel | Rombaut, Michele | Zerhouni, Noureddine
    pdf | doi | bibtex
2012
  • Segmentation and sampling of moving object trajectories based on representativeness
    IEEE Transactions on Knowledge and Data Engineering (Volume 24, Issue (7), jul 2012, Pages :1328 - 1343)
    Panagiotakis, Costas | Pelekis, Nikos | Kopanakis, Ioannis | Ramasso, Emmanuel | Theodoridis, Yannis
    pdf | doi | bibtex
  • Evidential Evolving Gustafson-Kessel Algorithm For Online Data Streams Partitioning Using Belief Function Theory.
    International Journal of Approximate Reasoning (Volume 53, Issue (5), jul 2012, Pages :747 - 768)
    Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
    pdf | doi | bibtex
Category incollection
2012
  • Prognostic by classification of predictions combining similarity-based estimation and belief functions.
    Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Conference on Belif Functions. Compiègne - 9-11 May 2012 (Publisher : The Asian Journal of TeX / , Editor : T. Denoeux & M.H. Masson, Volume , Issue , Edition : , Series , Chapter , 2012, Pages 61-68, )
    Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
    pdf | bibtex
  • Partially-Hidden Markov Models
    Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Confferencr on Belief Functions, Compi\`egne, 9-11 Mai 2012. (Publisher : Springer / , Editor : T. Denoeux & M.H. Masson, Volume , Issue , Edition : , Series , Chapter , 2012, Pages 359 - 366, )
    Ramasso, Emmanuel | Zerhouni, Noureddine | Denoeux, Thierry
    pdf | bibtex
Category inproceedings
2016
  • A solution for the learning problem in Evidential (Partially) Hidden Markov Models based on Conditional Belief Functions and EM
    International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (Volume 610, 2016, Pages pages 299 - 310)
    Ramasso, Emmanuel
    pdf | doi | bibtex
  • On partially supervised learning and inference in dynamic Bayesian networks for prognostics with uncertain factual evidence : Illustration with Markov switching models
    European Conference of the Prognostics and Health Management Society (2016, Pages pages 9 p)
    Juesas, Pablo | Ramasso, Emmanuel | Drujont, Sébastien | Placet, Vincent
    pdf | bibtex
  • Effect of moisture uptake on flax-reinforced composite laminates: influence on dynamic and quasi-static properties
    17th European Conference on Composite Materials (ECCM17) (2016, Pages pages 7 p)
    Berges, Michaël | Léger, Romain | Person, Véronique | Placet, Vincent | Ramasso, Emmanuel | Rousseau, Jérôme | Gabrion, Xavier | Corn, Stéphane | Fontaine, Stéphane | Ienny, Patrick
    pdf | bibtex
2015
  • Towards a better lifetime prediction of composite structures under in-service conditions : robust and real-time processing of acoustic emission time-series in presence of damage accumulation
    7th International Symposium on NDT in Aerospace (2015)
    Kharrat, Mohamed | Ramasso, Emmanuel | Doan , Dinh Dong | Placet, Vincent | Boubakar, Lamine
    pdf | bibtex
2014
  • Influence de l'endommagement accumulé sur la signature acoustique au cours d'un essai de traction sur un composite
    Journée CILSA, Classification, Identification et Localisation des Sources Acoustiques, 2ème édition (2014)
    Kharrat, Mohamed | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine
    pdf | bibtex
  • Reconnaissance des sources acoustiques dans les composites à matrice organique : quel(s) critère(s) utiliser pour une classification non-supervisée des signaux ?
    Congrès Français d'Acoustique (CFA 2014) / Poitiers, France (2014, Pages pages 1609 - 1615)
    Ramasso, Emmanuel | Gabrion, Xavier | Doan , Dinh Dong | Kharrat, Mohamed | Placet, Vincent | Boubakar, Lamine
    bibtex
  • Acoustic emission in composite material under fatigue tests : effect of signal-denoising input parameters on the hits detection data clustering
    31st Conference of the European Working Group on Acoustic Emission (EWGAE) / Dresde, Germany (2014)
    Kharrat, Mohamed | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine
    bibtex
  • Application of an unsupervised pattern recognition approach for AE data originating from fatigue tests on CFRP
    31st Conference of the European Working Group on Acoustic Emission (EWGAE) / Dresde, Germany (2014, Pages pages 1-8)
    Doan , Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine | Zerhouni, Noureddine
    bibtex
  • A signal processing method for hits detection and separation in high AE activity systems : application to composite materials under fatigue tests
    7th European Workshop on Structural Health Monitoring (EWSHM 2014) (2014, Pages pages 2298 - 2305)
    Kharrat, Mohamed | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine
    pdf | bibtex
  • An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer-composite materials
    7th European Workshop on Structural Health Monitoring (EWSHM 2014) (2014, Pages pages 1592 - 1599)
    Doan , Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine | Zerhouni, Noureddine
    pdf | bibtex
  • Investigating computational geometry for failure prognostics in presence of imprecise health indicator : results and comparisons on C-MAPSS datasets.
    2nd Europen Confernce of the Prognostics and Health Management Society / Nantes, France (Volume 5, 2014, Pages pages 1 - 13)
    Ramasso, Emmanuel
    pdf | bibtex
  • Review and analysis of algorithmic approaches developed for prognostics on CMAPSS dataset.
    Annual Conference of the Prognostics and Health Management Society 2014. / Fort Worth, TX, USA. (Volume 5, Issue 63, 2014, Pages pages 1-11)
    Ramasso, Emmanuel | Saxena, Abhinav
    pdf | bibtex
2013
  • Online segmentation of acoustic emission data streams for detection of damages in composites structures in unconstrained environments
    11th International Conference on Structural Safety & Reliability (2013, Pages pages 1 - 8)
    Placet, Vincent | Ramasso, Emmanuel | Boubakar, Lamine | Zerhouni, Noureddine
    pdf | bibtex
2012
  • PRONOSTIA : An experimental platform for bearings accelerated degradation tests
    Conference on Prognostics and Health Management. / Denver, Colorado, États-Unis (Publisher : IEEE, Volume sur CD ROM, 2012, Pages pages 1-8)
    Nectoux, Patrick | Gouriveau, Rafael | Medjaher, Kamal | Ramasso, Emmanuel | Morello, Brigitte | Zerhouni, Noureddine | Varnier, Christophe
    pdf | bibtex
  • Health Assessment of Composite Structures in Unconstrained Environments Using Partially Supervised Pattern Recognition Tools.
    Annual Conference of the Prognostics and Health Management Society (PHM'12) (2012, Pages pages 1 - 11)
    Ramasso, Emmanuel | Placet, Vincent | Gouriveau, Rafael | Boubakar, Lamine | Zerhouni, Noureddine
    pdf | bibtex
  • Partially-Hidden Markov Models.
    International Conference on Belief Functions, BELIEF'12. / Compiègne, France (2012, Pages pages 1-8)
    Ramasso, Emmanuel | Denoeux, Thierry | Zerhouni, Noureddine
    pdf | bibtex
  • Prognostic by classification of predictions combining similarity-based estimation and belief functions
    Springer Advances in Intelligent and Soft Computing or International Journal of Approximate Reasoning / Compiègne, France (2012, Pages pages 1-8)
    Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
    pdf | bibtex
  • An Evidential Evolving Prognostic Approach and its Application to PRONOSTIA's Data Streams
    Prognostics and Health Management Society. / Minneapolis, Minnesota, {\'E}tats-Unis (Volume 3, 2012, Pages pages 9 pages)
    Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
    pdf | bibtex
2011
  • Parameter identification in Choquet Integral by the Kullback-Leibler diversgence on continuous densities with application to classification fusion.
    European Society for Fuzzy Logic and Technology. / Aix-Les-Bains, France (Volume sur cl{\'e} USB, 2011, Pages pages 1-8)
    Ramasso, Emmanuel | Jullien, Sylvie
    pdf | bibtex
  • Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's Data Streams Partitioning.
    Conference on Decision and Control and European Control. / Orlando, Floride, {\'E}tats-Unis (Volume sur CD ROM, 2011, Pages pages 8273-8278)
    Serir, Lisa | Ramasso, Emmanuel | Nectoux, Patrick | Bauer, Olivier | Zerhouni, Noureddine
    pdf | bibtex
  • E2GK-pro : An evidential evolving multimodeling approach for systems behavior prediction.
    Prognostics and Health Management Society, 2011. / Montr{\'e}al, Qu{\'e}bec, Canada (Volume sur CD ROM, 2011, Pages pages 85-93)
    Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
    pdf | bibtex
  • Time-Sliced temporal evidential networks : the case of evidential HMM with application to dynamical system analysis.
    Prognostics and Health Management. / Denver - Colorado, {\'E}tats-Unis (Volume sur CD ROM, 2011, Pages pages 10 pages)
    Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
    pdf | bibtex
  • E2GK : Evidential evolving Gustafsson-Kessel algorithm for data streams partitioning using belief functions
    Lecture Notes in Artificial Intelligence / Belfast, Nothern Ireland, Royaume-Uni (Volume LNAI, Issue 6717, 2011, Pages pages 326 - 337)
    Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
    pdf | bibtex
  • Joint prediction of observations and states : a partially supervised prognostics approach based on belief functions and K-nearest neighbours
    4th International Conference of the European Research Consortium for Informatics and Mathematics, ERCIM'11 on Computing & Statistics jointly with the 5th CSDA International Conference on Computational and Financial Econometrics, CFE'11. / Londres, Royaume-Uni (2011)
    Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
    bibtex
2010
  • From real data to remaining useful life estimation : an approach combining neuro-fuzzy predictions and evidential Markovian classifications.
    38th ESReDA Seminar Advanced Maintenance Modelling. / Pecs, Hongrie (Issue CD ROM, 2010, Pages pages 13 pages)
    Gouriveau, Rafael | Ramasso, Emmanuel
    pdf | bibtex
  • Lymphocite segmentation using mixture of Gaussians and the transferable belief model.
    IEEE International Conference on Pattern Recognition, ICPR'10. / Istanbul, Turquie (Volume sur CD ROM, 2010, Pages pages 1-8)
    Panagiotakis, Costas | Ramasso, Emmanuel | Tziritas, Georgios
    pdf | bibtex
  • Prognostics in switching systems: Evidential markovian classification of real-time neuro-fuzzy predictions.
    IEEE Prognostics & Systems Health Management Conference, PHM'2010. / Macau, Chine (Volume CD ROM, 2010, Pages pages 9 pages)
    Ramasso, Emmanuel | Gouriveau, Rafael
    pdf | bibtex
Category misc
2010
  • PREDICTION METHOD FOR THE SCREENING, PROGNOSIS, DIAGNOSIS OR THERAPEUTIC RESPONSE OF PROSTATE CANCER, AND DEVICE FOR IMPLEMENTING SAID METHOD.
    patent no. WO/2010/012823 (Feb 2010)
    Ramasso, Emmanuel | Auribault, Karine | Muller, Jean-Denis | Cancel-Tassin, G{\'e}raldine | Cussenot, Olivier | Gazut, Stéphane | Gilardi, Nicolas | Mercier, David | Poli, Jean-Philippe | Suard, Frédéric
    bibtex
Category techreport
2016
  • Segmentation of CMAPSS health indicators into discrete states for sequence-based classification and prediction purposes. Version I.
    (jan 2016, , Number 6839)
    Ramasso, Emmanuel
    bibtex