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• Emmanuel Ramasso

Emmanuel Ramasso

Mécanique Appliquée department
Micro team

ENSMM

E-mail:

emmanuel.ramasso [at] femto-st.fr

03 81 66 69 49

Address:

Mécanique Appliquée (UFC)

24 rue de l'Epitaphe
25000 BESANCON

Emmanuel Ramasso's publications

View all publications (79)2024 (1)2022 (5)2021 (1)2020 (3)2019 (11)2018 (7)2017 (2)2016 (10)2015 (4)2014 (12)2013 (4)2012 (9)2011 (6)2010 (4)

2024 (1)

• inproceedings - Physics-Informed Neural Networks for Inverse Problems in Structural Dynamics
  SPIE Smart Structures + Nondestructive Evaluation 2024 (2024) / Long Beach, California, United States (Volume 12950, 2024, Pages pages 5)
  Teloli, Rafaël | Bigot, Maël | Coelho, Lucas | Ramasso, Emmanuel | Tittarelli, Roberta | Le Moal, Patrice | Ouisse, Morvan
  
  pdf | doi | bibtex@inproceedings{ec73fc26-fd73-4be8-af7a-1173b7415a17, title = {Physics-Informed Neural Networks for Inverse Problems in Structural Dynamics}, author = {Teloli, Rafa\"el and Bigot, Ma\"el and Coelho, Lucas and Ramasso, Emmanuel and Tittarelli, Roberta and Le Moal, Patrice and Ouisse, Morvan}, year = {2024}, address = {Long Beach, California, United States}, booktitle = {SPIE Smart Structures + Nondestructive Evaluation 2024 (2024)}, editor = {ec73fc26-fd73-4be8-af7a-1173b7415a17-editor.pdf}, month = {mar}, pages = {5}, url = {https://publiweb.femto_st-st.fr/tntnet/entries/20529/documents/author/data}, volume = {12950}, doi = {10.1117/12.3010918} }

2022 (5)

• article - Clustering acoustic emission data streams with sequentially appearing clusters using mixture models
  Mechanical Systems and Signal Processing (MSSP) (Volume 181, dec 2022, Pages :109504 (23))
  Ramasso, Emmanuel | Denoeux, Thierry | Chevallier, Gaël
  
  pdf | doi
• inproceedings - A variational bayesian clustering approach to acoustic emission interpretation including soft labels
  BELIEF 2022 (2022) / Paris, France (Volume 13506, 2022, Pages pages 23 - 32)
  Mbarga Nkogo, Martin | Ramasso, Emmanuel | Le Moal, Patrice | Bourbon, Gilles
  
  pdf | doi | bibtex@inproceedings{2cfaa9ee-722a-44e8-ad94-1d9753618cbc, title = {A variational bayesian clustering approach to acoustic emission interpretation including soft labels}, author = {Mbarga Nkogo, Martin and Ramasso, Emmanuel and Le Moal, Patrice and Bourbon, Gilles}, year = {2022}, address = {Paris, France}, booktitle = {BELIEF 2022 (2022)}, editor = {}, month = {oct}, pages = {23 - 32}, url = {https://publiweb.femto-st.fr/tntnet/entries/19560/documents/author/data}, volume = {13506}, doi = {10.1007/978-3-031-17801-6_3} }
• inproceedings - Towards integrated health monitoring of bio-based composite structures : influence of acoustic emission sensor embedment on material integrity
  20th European Conference on Composite Materials (ECCM 2022) / Lausanne, Switzerland (2022, Pages pages 9)
  Seychal, Guillem | Gabrion, Xavier | Ramasso, Emmanuel | Bourbon, Gilles | Le Moal, Patrice | Placet, Vincent
  
  bibtex@inproceedings{5d51ea4a-9d1f-4c1c-937e-8d4f12682a41, title = {Towards integrated health monitoring of bio-based composite structures : influence of acoustic emission sensor embedment on material integrity}, author = {Seychal, Guillem and Gabrion, Xavier and Ramasso, Emmanuel and Bourbon, Gilles and Le Moal, Patrice and Placet, Vincent}, year = {2022}, address = {Lausanne, Switzerland}, booktitle = {20th European Conference on Composite Materials (ECCM 2022)}, editor = {5d51ea4a-9d1f-4c1c-937e-8d4f12682a41-editor.pdf}, month = {jun}, pages = {9} }
• article - Towards in-situ acoustic emission-based health monitoring in bio-based composites structures: Does embedment of sensors affect the mechanical behaviour of flax/epoxy laminates ?
  Composites Part B-Engineering (Volume 236, may 2022, Pages :109787 (13))
  Seychal, Guillem | Ramasso, Emmanuel | Le Moal, Patrice | Bourbon, Gilles | Gabrion, Xavier | Placet, Vincent
  
  pdf | doi
• article - Monitoring a bolted vibrating structure using multiple acoustic emission sensors : A benchmark
  Data (Volume 7, Issue (3), mar 2022, Pages :14)
  Ramasso, Emmanuel | Verdin, Benoît | Chevallier, Gaël
  
  pdf | doi

2021 (1)

• article - CMUT-Based Sensor for Acoustic Emission Application: Experimental and Theoretical Contributions to Sensitivity Optimization
  Sensors (Volume 21, Issue (6), mar 2021, Pages :2042 (19))
  Boubenia, Redha | Le Moal, Patrice | Bourbon, Gilles | Ramasso, Emmanuel | Joseph, Eric
  
  pdf | doi

2020 (3)

• article - Towards a better understanding of the CMUTs potential for SHMapplications
  Sensors and Actuators A: Physical (Volume 313, oct 2020, Pages :112212 (11))
  Butaud, Pauline | Le Moal, Patrice | Bourbon, Gilles | Placet, Vincent | Ramasso, Emmanuel | Verdin, Benoît | Joseph, Eric
  
  pdf | doi
• article - Learning the representation of raw acoustic emission signals by direct generative modeling and its use in chronology-based clusters identification
  Engineering Applications of Artificial Intelligence (Volume 90, apr 2020, Pages :103478 (13))
  Ramasso, Emmanuel | Butaud, Pauline | Jeannin, Thomas | Sarasini, Fabrizio | Placet, Vincent | Godin, Nathalie | Tirillo, Jacopo | Gabrion, Xavier
  
  pdf | doi
• article - Adaptive early classification of temporal sequences using deep reinforcement learning
  Knowledge-Based Systems (Volume 190, feb 2020, Pages :105290 (10))
  Martinez, Coralie | Ramasso, Emmanuel | Perrin, Guillaume | Rombaut, Michèle
  
  pdf | doi

2019 (11)

• inproceedings - Segmentation de séries temporelles par modèles de mélange avec contraintes sur les instants d’apparition des classes
  Logique Floue et Applications ( 2019) / Alès, France (2019, Pages pages 4)
  Ramasso, Emmanuel | Denoeux, Thierry
  
  pdf | bibtex@inproceedings{998efc88-8b60-4484-8e1e-76abce8abbdd, title = {Segmentation de s\'eries temporelles par mod\`eles de m\'elange avec contraintes sur les instants d'apparition des classes}, author = {Ramasso, Emmanuel and Denoeux, Thierry}, year = {2019}, address = {Al\`es, France}, booktitle = {Logique Floue et Applications ( 2019)}, month = {nov}, pages = {4}, url = {https://publiweb.femto-st.fr/tntnet/entries/16316/documents/author/data} }
• inproceedings - Acoustic emission sensing using MEMS for structural health monitoring : demonstration of a newly designed Capacitive Micro machined Ultrasonic Transducer
  12th International Workshop on Structural Health Monitoring (IWSHM 2019) / Stanford, CA, United States (2019, Pages pages 10)
  Boubenia, Redha | Bourbon, Gilles | Le Moal, Patrice | Joseph, Eric | Ramasso, Emmanuel | Placet, Vincent
  
  pdf | bibtex@inproceedings{2a349e98-ff8a-44fd-8861-7b11bf780fa9, title = {Acoustic emission sensing using MEMS for structural health monitoring : demonstration of a newly designed Capacitive Micro machined Ultrasonic Transducer}, author = {Boubenia, Redha and Bourbon, Gilles and Le Moal, Patrice and Joseph, Eric and Ramasso, Emmanuel and Placet, Vincent}, year = {2019}, address = {Stanford, CA, United States}, booktitle = {12th International Workshop on Structural Health Monitoring (IWSHM 2019)}, month = {sep}, pages = {10}, url = {https://publiweb.femto-st.fr/tntnet/entries/16116/documents/author/data} }
• inproceedings - Clustering acoustic emission time-series using unsupervised-shapelets
  12th International Workshop on Structural Health Monitoring (IWSHM 2019) / Stanford, CA, United States (2019, Pages pages 9)
  Ramasso, Emmanuel | Butaud, Pauline | Placet, Vincent | Jeannin, Thomas | Sarasini, Fabrizio
  
  pdf | bibtex@inproceedings{2bd3475c-c1b0-4e5a-9d3d-0657525889da, title = {Clustering acoustic emission time-series using unsupervised-shapelets}, author = {Ramasso, Emmanuel and Butaud, Pauline and Placet, Vincent and Jeannin, Thomas and Sarasini, Fabrizio}, year = {2019}, address = {Stanford, CA, United States}, booktitle = {12th International Workshop on Structural Health Monitoring (IWSHM 2019)}, month = {sep}, pages = {9}, url = {https://publiweb.femto-st.fr/tntnet/entries/16310/documents/author/data} }
• inproceedings - Integration of distributed optical fibres and piezoelectric sensors for SHM of composite tubes
  12th International Workshop on Structural Health Monitoring (IWSHM 2019) / Stanford, CA, United States (2019, Pages pages 8)
  Chandarana, Neha | Ramasso, Emmanuel | Soutis, Constantinos | Gresil, Matthieu
  
  bibtex@inproceedings{544365d1-3a75-48b9-b99f-dca7637d096d, title = {Integration of distributed optical fibres and piezoelectric sensors for SHM of composite tubes}, author = {Chandarana, Neha and Ramasso, Emmanuel and Soutis, Constantinos and Gresil, Matthieu}, year = {2019}, address = {Stanford, CA, United States}, booktitle = {12th International Workshop on Structural Health Monitoring (IWSHM 2019)}, month = {sep}, pages = {8} }
• inproceedings - In-situ monitoring of braided composite tubes with optical fibres and piezoelectric sensors
  22nd International Conference on Composites Materials (ICCM22 2019) / Melbourne, Australia (2019, Pages pages 7)
  Chandarana, Neha | Roy, Sree Shankhachur | Ramasso, Emmanuel | Soutis, Constantinos | Potluri, Prasad | Gresil, Matthieu
  
  bibtex@inproceedings{9d8a0fdf-2f74-4612-8da0-97bc8e3f2319, title = {In-situ monitoring of braided composite tubes with optical fibres and piezoelectric sensors}, author = {Chandarana, Neha and Roy,, Sree Shankhachur and Ramasso, Emmanuel and Soutis, Constantinos and Potluri,, Prasad and Gresil, Matthieu}, year = {2019}, address = {Melbourne, Australia}, booktitle = {22nd International Conference on Composites Materials (ICCM22 2019)}, month = {aug}, pages = {7} }
• inproceedings - Apprentissage par renforcement profond pour la classification précoce de séquences temporelles
  XXVIIème Colloque Francophone de Traitement du Signal et des Images ( 2019) / Lille, France (2019, Pages pages 4)
  Martinez, Coralie | Ramasso, Emmanuel | Perrin, Guillaume | Rombaut, Michèle
  
  pdf | bibtex@inproceedings{001571a4-2222-4f06-bff3-d56d1c637143, title = {Apprentissage par renforcement profond pour la classification pr\'ecoce de s\'equences temporelles}, author = {Martinez, Coralie and Ramasso, Emmanuel and Perrin, Guillaume and Rombaut, Mich\`ele}, year = {2019}, address = {Lille, France}, booktitle = {XXVII\`eme Colloque Francophone de Traitement du Signal et des Images ( 2019)}, month = {aug}, pages = {4}, url = {https://publiweb.femto-st.fr/tntnet/entries/16317/documents/author/data} }
• inproceedings - Detection and analysis of nonlinear dissipation in lap joints using acoustic emission
  9th European Workshop on Structural Health Monitoring Series (2018) / Manchester, United Kingdom (2019, Pages pages 1)
  Butaud, Pauline | Chevallier, Gaël | Ramasso, Emmanuel | Placet, Vincent | Michon, Guilhem
  
  pdf | bibtex@inproceedings{119063ef-2086-43e3-862b-1685a82a37c3, title = {Detection and analysis of nonlinear dissipation in lap joints using acoustic emission}, author = {Butaud, Pauline and Chevallier, Gael and Ramasso, Emmanuel and Placet, Vincent and Michon, Guilhem}, year = {2019}, address = {Manchester, United Kingdom}, booktitle = {9th European Workshop on Structural Health Monitoring Series (2018)}, month = {jul}, pages = {1}, url = {https://publiweb.femto-st.fr/tntnet/entries/15209/documents/author/data} }
• inproceedings - Damage identification in composites through acoustic emission monitoring
  9th International Conference on Acoustic Emission & 61st Acoustic Emission Working Group Meeting (ICAE-9 & AEWG-61 2019) / Chicago, United States (2019, Pages pages 6)
  Chandarana, Neha | Ramasso, Emmanuel | Soutis, Constantinos | Gresil, Matthieu
  
  pdf | bibtex@inproceedings{5aff64f3-272d-4c34-b38b-2e2208a7aab0, title = {Damage identification in composites through acoustic emission monitoring}, author = {Chandarana, Neha and Ramasso, Emmanuel and Soutis, Constantinos and Gresil, Matthieu}, year = {2019}, address = {Chicago, United States}, booktitle = {9th International Conference on Acoustic Emission \& 61st Acoustic Emission Working Group Meeting (ICAE-9 \& AEWG-61 2019)}, month = {jun}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/16297/documents/author/data} }
• article - About the fatigue endurance of unidirectional flax-epoxy composite laminates
  Composites Part B-Engineering (Volume 165, may 2019, Pages :690 - 701)
  Jeannin, Thomas | Gabrion, Xavier | Ramasso, Emmanuel | Placet, Vincent
  
  pdf | doi
• inproceedings - CMUT sensors based on circular membranes array for SHM applications
  Smart Structures + Nondestructive Evaluation (SPIE 2019) / Denver, United States (2019, Pages pages 8)
  Butaud, Pauline | Bourbon, Gilles | Le Moal, Patrice | Joseph, Eric | Verdin, Benoît | Ramasso, Emmanuel | Placet, Vincent
  
  pdf | bibtex@inproceedings{0bb4e65b-169c-46f1-8524-d1a48979458d, title = {CMUT sensors based on circular membranes array for SHM applications}, author = {Butaud, Pauline and Bourbon, Gilles and Le Moal, Patrice and Joseph, Eric and Verdin, Beno\^it and Ramasso, Emmanuel and Placet, Vincent}, year = {2019}, address = {Denver, United States}, booktitle = {Smart Structures + Nondestructive Evaluation (SPIE 2019)}, month = {mar}, pages = {8}, url = {https://publiweb.femto-st.fr/tntnet/entries/16115/documents/author/data} }
• inproceedings - Detection and analysis of loosening in jointed structures using acoustic emission sensors and smart bolts
  37th Conference and Exposition on Structural Dynamics (IMAC 2019) / Orlando, United States (2019, Pages pages 3)
  Chevallier, Gaël | Ramasso, Emmanuel | Butaud, Pauline
  
  pdf | bibtex@inproceedings{7374642a-22bb-4d6e-bd8e-97c5bfa6162d, title = {Detection and analysis of loosening in jointed structures using acoustic emission sensors and smart bolts}, author = {Chevallier, Gael and Ramasso, Emmanuel and Butaud, Pauline}, year = {2019}, address = {Orlando, United States}, booktitle = {37th Conference and Exposition on Structural Dynamics (IMAC 2019)}, month = {jan}, pages = {3}, url = {https://publiweb.femto-st.fr/tntnet/entries/16313/documents/author/data} }

2018 (7)

• inproceedings - Apprentissage partiellement supervisé dans les modèles de Markov
  Logique floue et applications ( 2018) / Arras, France (2018, Pages pages 1 - 8)
  Ramasso, Emmanuel | Placet, Vincent
  
  pdf | bibtex@inproceedings{900c9bba-aca4-4b65-b23e-1e62df4bbe2e, title = {Apprentissage partiellement supervis\'e dans les mod\`eles de Markov}, author = {Ramasso, Emmanuel and Placet, Vincent}, year = {2018}, address = {Arras, France}, booktitle = {Logique floue et applications ( 2018)}, month = {nov}, pages = {1 - 8}, url = {https://publiweb.femto-st.fr/tntnet/entries/15768/documents/author/data} }
• inproceedings - A deep reinforcement learning approach for early classification of time series
  26th European Signal Processing Conference (EUSIPCO 2018 2018) / Coruna, Spain (2018, Pages pages 6)
  Martinez, Coralie | Perrin, Guillaume | Ramasso, Emmanuel | Rombaut, Michèle
  
  bibtex@inproceedings{6a7c0f7d-5445-4a4a-ae48-a2a95668bebd, title = {A deep reinforcement learning approach for early classification of time series}, author = {Martinez, Coralie and Perrin, Guillaume and Ramasso, Emmanuel and Rombaut, Mich\`ele}, year = {2018}, address = {Coruna, Spain}, booktitle = {26th European Signal Processing Conference (EUSIPCO 2018 2018)}, month = {sep}, pages = {6} }
• inproceedings - Signal-level clustering of acoustic emission streaming
  9th European Workshop on Structural Health Monitoring Series (2018) / Manchester, United Kingdom (2018, Pages pages 6)
  Butaud, Pauline | Ramasso, Emmanuel | Ahayan, Hanaa | Jeannin, Thomas | Godin, Nathalie | Placet, Vincent
  
  pdf | bibtex@inproceedings{44cc12e3-3f88-45ef-af8e-114bbabc84c0, title = {Signal-level clustering of acoustic emission streaming}, author = {Butaud, Pauline and Ramasso, Emmanuel and Ahayan, Hanaa and Jeannin, Thomas and Godin, Nathalie and Placet, Vincent}, year = {2018}, address = {Manchester, United Kingdom}, booktitle = {9th European Workshop on Structural Health Monitoring Series (2018)}, month = {jul}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/15113/documents/author/data} }
• inproceedings - Bordering the footprint of AE sensor using a bank of sharply-defined frequency domain capacitive micromachined ultrasonic transducers
  9th European Workshop on Structural Health Monitoring Series (2018) / Manchester, United Kingdom (2018, Pages pages 7)
  Butaud, Pauline | Bourbon, Gilles | Le Moal, Patrice | Joseph, Eric | Verdin, Benoît | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine Mohamed
  
  pdf | bibtex@inproceedings{5da8abad-6674-4864-b464-2590039a6dd1, title = {Bordering the footprint of AE sensor using a bank of sharply-defined frequency domain capacitive micromachined ultrasonic transducers}, author = {Butaud, Pauline and Bourbon, Gilles and Le Moal, Patrice and Joseph, Eric and Verdin, Beno\^it and Ramasso, Emmanuel and Placet, Vincent and Boubakar, Lamine Mohamed}, year = {2018}, address = {Manchester, United Kingdom}, booktitle = {9th European Workshop on Structural Health Monitoring Series (2018)}, month = {jul}, pages = {7}, url = {https://publiweb.femto-st.fr/tntnet/entries/15114/documents/author/data} }
• inproceedings - Damage identification in a tubular composite/metal joint through chronology-based robust clustering of acoustic emissions
  9th European Workshop on Structural Health Monitoring Series (EWSHM 2018) / Manchester, United Kingdom (2018, Pages pages 5)
  Chandarana, Neha | Ramasso, Emmanuel | Wu, Zijie | Bernard, James | Pethick, Jon | Chatzi, Panagiota | Soutis, Constantinos | Gresil, Matthieu
  
  pdf | bibtex@inproceedings{936ce007-62d1-460d-b6d3-54f20c4c03f6, title = {Damage identification in a tubular composite/metal joint through chronology-based robust clustering of acoustic emissions}, author = {Chandarana, Neha and Ramasso, Emmanuel and Wu, Zijie and Bernard, James and Pethick, Jon and Chatzi, Panagiota and Soutis, Constantinos and Gresil, Matthieu}, year = {2018}, address = {Manchester, United Kingdom}, booktitle = {9th European Workshop on Structural Health Monitoring Series (EWSHM 2018)}, month = {jul}, pages = {5}, url = {https://publiweb.femto-st.fr/tntnet/entries/15641/documents/author/data} }
• article - 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 (Volume 109, jun 2018, Pages :615 - 627)
  Kharrat, Mohamed | Placet, Vincent | Ramasso, Emmanuel | Boubakar, Lamine Mohamed
  
  pdf | doi
• inproceedings - Damage detection and monitoring in composites using piezoelectric sensors
  18th European Conference on Composite Materials (ECCM 2018) / Athens, Greece (2018, Pages pages 5)
  Chandarana, Neha | Ramasso, Emmanuel | Soutis, Constantinos | Gresil, Matthieu
  
  pdf | bibtex@inproceedings{dc921550-e7f7-454e-ad6c-ebb55a332d38, title = {Damage detection and monitoring in composites using piezoelectric sensors}, author = {Chandarana, Neha and Ramasso, Emmanuel and Soutis, Constantinos and Gresil, Matthieu}, year = {2018}, address = {Athens, Greece}, booktitle = {18th European Conference on Composite Materials (ECCM 2018)}, month = {jun}, pages = {5}, url = {https://publiweb.femto-st.fr/tntnet/entries/15640/documents/author/data} }

2017 (2)

• article - Inference and learning in evidential discrete latent markov models
  IEEE Transactions on Fuzzy Systems (Volume 25, Issue (5), oct 2017, Pages :1102 - 1114)
  Ramasso, Emmanuel
  
  pdf | doi
• inproceedings - A robust-to-parameterization clustering fusion approach for monitoring damage onsets and growth using acoustic emission
  11th International Workshop on Structural Health Monitoring (IWSHM) / Stanford, CA, United States (2017, Pages pages 1 - 10)
  Ramasso, Emmanuel | Placet, Vincent | Gabrion, Xavier | Boubakar, Lamine Mohamed
  
  pdf | bibtex@inproceedings{cdc229b4-8d90-45b9-8c72-c632aacaa505, title = {A robust-to-parameterization clustering fusion approach for monitoring damage onsets and growth using acoustic emission}, author = {Ramasso, Emmanuel and Placet, Vincent and Gabrion, Xavier and Boubakar, Lamine Mohamed}, year = {2017}, address = {Stanford, CA, United States}, booktitle = {11th International Workshop on Structural Health Monitoring (IWSHM)}, editor = {cdc229b4-8d90-45b9-8c72-c632aacaa505-editor.pdf}, month = {sep}, pages = {1 - 10}, url = {https://publiweb.femto-st.fr/tntnet/entries/14521/documents/author/data} }

2016 (10)

• phdthesis - Methodologies for time series analysis under aleatoric and epistemic uncertainties for structural health monitoring and prognostics
  (nov 2016)
  Ramasso, Emmanuel
  
  pdf | bibtex@phdthesis{8846b04a-ea13-4399-9100-f3590b051ddd, title = {Methodologies for time series analysis under aleatoric and epistemic uncertainties for structural health monitoring and prognostics}, author = {Ramasso, Emmanuel}, year = {2016}, month = {nov}, url = {https://publiweb.femto-st.fr/tntnet/entries/15275/documents/author/data} }
• article - 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
• inproceedings - On partially supervised learning and inference in dynamic Bayesian networks for prognostics with uncertain factual evidence : Illustration with Markov switching models
  3rd European Conference of the Prognostics and Health Management Society (2016) / Bilbao, Spain (2016, Pages pages 9 p)
  Juesas, Pablo | Ramasso, Emmanuel | Drujont, Sébastien | Placet, Vincent
  
  pdf | bibtex@inproceedings{011cbef7-7c1c-40f4-bb24-2c37f0ff720d, title = {On partially supervised learning and inference in dynamic Bayesian networks for prognostics with uncertain factual evidence : Illustration with Markov switching models}, author = {Juesas, Pablo and Ramasso, Emmanuel and Drujont, S\'ebastien and Placet, Vincent}, year = {2016}, address = {Bilbao, Spain}, booktitle = {3rd European Conference of the Prognostics and Health Management Society (2016)}, month = {jul}, pages = {9 p}, url = {https://publiweb.femto-st.fr/tntnet/entries/13421/documents/author/data} }
• inproceedings - A solution for the learning problem in Evidential (Partially) Hidden Markov Models based on Conditional Belief Functions and EM
  16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2016) / Eindhoven, Netherlands (Volume 610, 2016, Pages pages 299 - 310)
  Ramasso, Emmanuel
  
  pdf | doi | bibtex@inproceedings{442f988e-1f70-42c9-8167-a762c3fb1f36, title = {A solution for the learning problem in Evidential (Partially) Hidden Markov Models based on Conditional Belief Functions and EM}, author = {Ramasso, Emmanuel}, year = {2016}, address = {Eindhoven, Netherlands}, booktitle = {16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2016)}, month = {jun}, pages = {299 - 310}, url = {https://publiweb.femto-st.fr/tntnet/entries/13419/documents/author/data}, volume = {610}, doi = {10.1007/978-3-319-40596-4_26} }
• inproceedings - Effect of moisture uptake on flax-reinforced composite laminates: influence on dynamic and quasi-static properties
  17th European Conference on Composite Materials (ECCM17) / Munich, Germany (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@inproceedings{57d74545-edd2-4a8b-b9c2-6c44aa7b2e00, title = {Effect of moisture uptake on flax-reinforced composite laminates: influence on dynamic and quasi-static properties}, author = {Berges, Micha\"el and L\'eger, Romain and Person, V\'eronique and Placet, Vincent and Ramasso, Emmanuel and Rousseau, J\'er\^ome and Gabrion, Xavier and Corn, St\'ephane and Fontaine, St\'ephane and Ienny, Patrick}, year = {2016}, address = {Munich, Germany}, booktitle = {17th European Conference on Composite Materials (ECCM17)}, month = {jun}, pages = {7 p}, url = {https://publiweb.femto-st.fr/tntnet/entries/13592/documents/author/data} }
• article - 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 Mohamed
  
  pdf | doi
• article - Ascertainment-adjusted parameter estimation approach to improve robustness against misspecification of health monitoring methods
  Mechanical Systems and Signal Processing (MSSP) (Volume 81, mar 2016, Pages :387 - 401)
  Juesas, Pablo | Ramasso, Emmanuel
  
  pdf | doi
• article - Theory and applications of data clustering
  Mathematical Problems in Engineering (Volume 2016, jan 2016, Pages :5427923 (2))
  Panagiotakis, Costas | Ramasso, Emmanuel | Fragopoulou, Paraskevi | Aloise, Daniel
  
  doi
• techreport - Segmentation of CMAPSS health indicators into discrete states for sequence-based classification and prediction purposes. Version I.
  (jan 2016)
  Ramasso, Emmanuel
  
  bibtex@techreport{eecb5728-ead6-4551-8f23-f7fd930b803c, title = {Segmentation of CMAPSS health indicators into discrete states for sequence-based classification and prediction purposes. Version I.}, author = {Ramasso, Emmanuel}, year = {2016}, address = {24, rue Alain Savary - 25000 BESANCON}, month = {jan}, url = {https://publiweb.femto-st.fr/tntnet/entries/12522/documents/author/data} }
• article - On partially supervised learning and inference in dynamic Bayesian networks for prognostics with uncertain factual evidence : Illustration with Markov switching models
  International Journal of Prognostics and Health Management (Volume 7, 2016, Pages :9 p)
  Juesas, Pablo | Ramasso, Emmanuel | Drujont, Sébastien | Placet, Vincent
  
  pdf

2015 (4)

• article - 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 Mohamed
  
  pdf | doi
• inproceedings - 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 / Bremen, Germany (2015, Pages pages 9)
  Kharrat, Mohamed | Ramasso, Emmanuel | Doan, Dinh Dong | Placet, Vincent | Boubakar, Lamine Mohamed
  
  pdf | bibtex@inproceedings{dd08c5b6-966a-422d-967f-fd6cc23b3722, title = {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}, author = {Kharrat, Mohamed and Ramasso, Emmanuel and Doan, Dinh Dong and Placet, Vincent and Boubakar, Lamine}, year = {2015}, address = {Bremen, Germany}, booktitle = {7th International Symposium on NDT in Aerospace}, month = {nov}, pages = {9}, url = {https://publiweb.femto-st.fr/tntnet/entries/12410/documents/author/data} }
• article - 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
• article - 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 Mohamed | Zerhouni, Noureddine
  
  pdf | doi

2014 (12)

• article - 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
• inproceedings - 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 Mohamed
  
  pdf | bibtex@inproceedings{1af78962-9457-4670-bec6-f1b930522d78, title = {Influence de l'endommagement accumul\'e sur la signature acoustique au cours d'un essai de traction sur un composite}, author = {Kharrat, Mohamed and Ramasso, Emmanuel and Placet, Vincent and Boubakar, Lamine}, year = {2014}, booktitle = {Journ\'ee CILSA, Classification, Identification et Localisation des Sources Acoustiques, 2\`eme \'edition }, month = {sep}, url = {https://publiweb.femto-st.fr/tntnet/entries/8220/documents/author/data} }
• inproceedings - 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) / Dresden, Germany (2014)
  Kharrat, Mohamed | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine Mohamed
  
  bibtex@inproceedings{897ab0cb-1f66-4dd5-bc5c-5d957e6488d6, title = {Acoustic emission in composite material under fatigue tests : effect of signal-denoising input parameters on the hits detection data clustering}, author = {Kharrat, Mohamed and Ramasso, Emmanuel and Placet, Vincent and Boubakar, Lamine}, year = {2014}, address = {Dresden, Germany}, booktitle = {31st Conference of the European Working Group on Acoustic Emission (EWGAE)}, month = {sep} }
• inproceedings - 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) / Dresden, Germany (2014, Pages pages 1-8)
  Doan, Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine Mohamed | Zerhouni, Noureddine
  
  bibtex@inproceedings{266e66fa-416c-4367-a88f-b26a0a57402f, title = {Application of an unsupervised pattern recognition approach for AE data originating from fatigue tests on CFRP}, author = {Doan , Dinh Dong and Ramasso, Emmanuel and Placet, Vincent and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2014}, address = {Dresden, Germany}, booktitle = {31st Conference of the European Working Group on Acoustic Emission (EWGAE)}, month = {sep}, pages = {1-8} }
• inproceedings - 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@inproceedings{7855f8c7-71b0-4a89-8258-c33c22d4e15b, title = {Review and analysis of algorithmic approaches developed for prognostics on CMAPSS dataset.}, author = {Ramasso, Emmanuel and Saxena, Abhinav}, year = {2014}, address = {Fort Worth, TX, USA.}, booktitle = {Annual Conference of the Prognostics and Health Management Society 2014.}, month = {sep}, number = {63}, pages = {1-11}, url = {https://publiweb.femto-st.fr/tntnet/entries/8787/documents/author/data}, volume = {5} }
• inproceedings - 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) / Nantes, France (2014, Pages pages 2298 - 2305)
  Kharrat, Mohamed | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine Mohamed
  
  pdf | bibtex@inproceedings{c7293103-6c01-413b-acd3-bb81f9878976, title = {A signal processing method for hits detection and separation in high AE activity systems : application to composite materials under fatigue tests}, author = {Kharrat, Mohamed and Ramasso, Emmanuel and Placet, Vincent and Boubakar, Lamine}, year = {2014}, address = {Nantes, France}, booktitle = {7th European Workshop on Structural Health Monitoring (EWSHM 2014)}, month = {jul}, pages = {2298 - 2305}, url = {https://publiweb.femto-st.fr/tntnet/entries/8224/documents/author/data} }
• inproceedings - 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) / Nantes, France (2014, Pages pages 1592 - 1599)
  Doan, Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine Mohamed | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{27d67078-b2df-4f51-82b3-b3448218184f, title = {An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer-composite materials}, author = {Doan, Dinh Dong and Ramasso, Emmanuel and Placet, Vincent and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2014}, address = {Nantes, France}, booktitle = {7th European Workshop on Structural Health Monitoring (EWSHM 2014)}, month = {jul}, pages = {1592 - 1599}, url = {https://publiweb.femto-st.fr/tntnet/entries/8225/documents/author/data} }
• inproceedings - 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@inproceedings{c260ace4-ac0d-4dbe-aea3-ae1157c511bc, title = {Investigating computational geometry for failure prognostics in presence of imprecise health indicator : results and comparisons on C-MAPSS datasets.}, author = {Ramasso, Emmanuel}, year = {2014}, address = {Nantes, France}, booktitle = {2nd Europen Confernce of the Prognostics and Health Management Society}, month = {jul}, pages = {1 - 13}, url = {https://publiweb.femto-st.fr/tntnet/entries/8227/documents/author/data}, volume = {5} }
• article - 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
• inproceedings - 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 Mohamed
  
  bibtex@inproceedings{df63ff21-50a5-4bbf-97d0-2a6f86f0aaa3, title = {Reconnaissance des sources acoustiques dans les composites \`a matrice organique : quel(s) crit\`ere(s) utiliser pour une classification non-supervis\'ee des signaux ?}, author = {Ramasso, Emmanuel and Gabrion, Xavier and Doan , Dinh Dong and Kharrat, Mohamed and Placet, Vincent and Boubakar, Lamine}, year = {2014}, address = {Poitiers, France}, booktitle = {Congr\`es Fran\c{c}ais d'Acoustique (CFA 2014)}, month = {apr}, pages = {1609 - 1615} }
• article - 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
• article - Investigating computational geometry for failure prognostics.
  International Journal of Prognostics and Health Management (Volume 5, Issue (1), 2014, Pages :1 - 18)
  Ramasso, Emmanuel
  
  pdf

2013 (4)

• article - 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
  
  pdf | doi
• inproceedings - Online segmentation of acoustic emission data streams for detection of damages in composites structures in unconstrained environments
  11th International Conference on Structural Safety & Reliability / New York, NY, United States (2013, Pages pages 1 - 8)
  Placet, Vincent | Ramasso, Emmanuel | Boubakar, Lamine Mohamed | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{placet_online_2013, title = {Online segmentation of acoustic emission data streams for detection of damages in composites structures in unconstrained environments}, author = {Placet, Vincent and Ramasso, Emmanuel and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2013}, address = {New York, NY, United States}, booktitle = {11th International Conference on Structural Safety \& Reliability}, month = {jun}, pages = {1 - 8}, url = {https://publiweb.femto-st.fr/tntnet/entries/5849/documents/author/data} }
• article - 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
• article - 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

2012 (9)

• inproceedings - 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 Mohamed | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ramasso:hal-00801920, title = {Health Assessment of Composite Structures in Unconstrained Environments Using Partially Supervised Pattern Recognition Tools.}, author = {Ramasso, Emmanuel and Placet, Vincent and Gouriveau, Rafael and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2012}, booktitle = {Annual Conference of the Prognostics and Health Management Society (PHM'12)}, month = {sep}, pages = {1 - 11}, url = {https://publiweb.femto-st.fr/tntnet/entries/1532/documents/author/data} }
• article - 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
• article - 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
• incollection - 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, 2012, Pages 61-68)
  Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
  
  pdf | bibtex@incollection{ramasso:hal-00719583, title = {Prognostic by classification of predictions combining similarity-based estimation and belief functions.}, author = {Ramasso, Emmanuel and Rombaut, Mich\`ele and Zerhouni, Noureddine}, year = {2012}, booktitle = {Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Conference on Belif Functions. Compi\`egne - 9-11 May 2012}, editor = {T. Denoeux \& M.H. Masson}, pages = {61-68}, url = {https://publiweb.femto-st.fr/tntnet/entries/1542/documents/author/data}, doi = {10.1007/978-3-642-29461-7 7}, publisher = {The Asian Journal of TeX} }
• incollection - 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, Series Studies in Computational Intelligence, 2012, Pages 359 - 366)
  Ramasso, Emmanuel | Zerhouni, Noureddine | Denoeux, Thierry
  
  pdf | bibtex@incollection{ramasso:hal-00719577, title = {Partially-Hidden Markov Models}, author = {Ramasso, Emmanuel and Zerhouni, Noureddine and Denoeux, Thierry}, year = {2012}, booktitle = {Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Confferencr on Belief Functions, Compi\`egne, 9-11 Mai 2012.}, editor = {T. Denoeux \& M.H. Masson}, pages = {359 - 366}, url = {https://publiweb.femto-st.fr/tntnet/entries/1543/documents/author/data}, doi = {10.1007/978-3-642-29461-7 42}, publisher = {Springer}, series = {Studies in Computational Intelligence} }
• inproceedings - 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@inproceedings{nectoux:hal-00719503, title = {PRONOSTIA : An experimental platform for bearings accelerated degradation tests}, author = {Nectoux, Patrick and Gouriveau, Rafael and Medjaher, Kamal and Ramasso, Emmanuel and Morello, Brigitte and Zerhouni, Noureddine and Varnier, Christophe}, year = {2012}, address = {Denver, Colorado, \'Etats-Unis}, booktitle = {Conference on Prognostics and Health Management.}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1528/documents/author/data}, volume = {sur CD ROM}, publisher = {IEEE} }
• inproceedings - 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@inproceedings{ramasso:hal-00719967, title = {Partially-Hidden Markov Models.}, author = {Ramasso, Emmanuel and Denoeux, Thierry and Zerhouni, Noureddine}, year = {2012}, address = {Compi\`egne, France}, booktitle = {International Conference on Belief Functions, BELIEF'12.}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1533/documents/author/data} }
• inproceedings - 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@inproceedings{ramasso:hal-00719965, title = {Prognostic by classification of predictions combining similarity-based estimation and belief functions}, author = {Ramasso, Emmanuel and Rombaut, Mich\`ele and Zerhouni, Noureddine}, year = {2012}, address = {Compi\`egne, France}, booktitle = {Springer Advances in Intelligent and Soft Computing or International Journal of Approximate Reasoning}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1534/documents/author/data} }
• inproceedings - 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@inproceedings{serir:hal-00798310, title = {An Evidential Evolving Prognostic Approach and its Application to PRONOSTIA's Data Streams}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2012}, address = {Minneapolis, Minnesota, {\'E}tats-Unis}, booktitle = {Prognostics and Health Management Society.}, pages = {9 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1535/documents/author/data}, volume = {3} }

2011 (6)

• inproceedings - 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@inproceedings{ramasso:hal-00603967, title = {Parameter identification in Choquet Integral by the Kullback-Leibler diversgence on continuous densities with application to classification fusion.}, author = {Ramasso, Emmanuel and Jullien, Sylvie}, year = {2011}, address = {Aix-Les-Bains, France}, booktitle = {European Society for Fuzzy Logic and Technology.}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1446/documents/author/data}, volume = {sur cl{\'e} USB} }
• inproceedings - 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@inproceedings{serir:hal-00720008, title = {Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's Data Streams Partitioning.}, author = {Serir, Lisa and Ramasso, Emmanuel and Nectoux, Patrick and Bauer, Olivier and Zerhouni, Noureddine}, year = {2011}, address = {Orlando, Floride, {\'E}tats-Unis}, booktitle = {Conference on Decision and Control and European Control.}, pages = {8273-8278}, url = {https://publiweb.femto-st.fr/tntnet/entries/1448/documents/author/data}, volume = {sur CD ROM} }
• inproceedings - 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@inproceedings{serir:hal-00632175, title = {E2GK-pro : An evidential evolving multimodeling approach for systems behavior prediction.}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2011}, address = {Montr{\'e}al, Qu{\'e}bec, Canada}, booktitle = {Prognostics and Health Management Society, 2011.}, pages = {85-93}, url = {https://publiweb.femto-st.fr/tntnet/entries/1450/documents/author/data}, volume = {sur CD ROM} }
• inproceedings - 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@inproceedings{serir:hal-00605846, title = {Time-Sliced temporal evidential networks : the case of evidential HMM with application to dynamical system analysis.}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2011}, address = {Denver - Colorado, {\'E}tats-Unis}, booktitle = {Prognostics and Health Management.}, editor = {IEEE Catalog Number : CPF11PHM-CDR}, pages = {10 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1451/documents/author/data}, volume = {sur CD ROM} }
• inproceedings - 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@inproceedings{serir:hal-00603956, title = {E2GK : Evidential evolving Gustafsson-Kessel algorithm for data streams partitioning using belief functions}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2011}, address = {Belfast, Nothern Ireland, Royaume-Uni}, booktitle = {Lecture Notes in Artificial Intelligence}, editor = {Weiru Liu - SPRINGER}, number = {6717}, pages = {326 - 337}, url = {https://publiweb.femto-st.fr/tntnet/entries/1452/documents/author/data}, volume = {LNAI} }
• inproceedings - 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 2011) on Computing & Statistics jointly with the 5th CSDA International Conference on Computational and Financial Econometrics (CFE 2011) / London, United Kingdom (2011)
  Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ramasso:hal-00690686, title = {Joint prediction of observations and states : a partially supervised prognostics approach based on belief functions and K-nearest neighbours}, author = {Ramasso, Emmanuel and Rombaut, Mich\`ele and Zerhouni, Noureddine}, year = {2011}, address = {London, United Kingdom}, booktitle = {4th International Conference of the European Research Consortium for Informatics and Mathematics (ERCIM 2011) on Computing \& Statistics jointly with the 5th CSDA International Conference on Computational and Financial Econometrics (CFE 2011)}, month = {Oct}, url = {http://hal.archives-ouvertes.fr/hal-00690686} }

2010 (4)

• inproceedings - 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, Hungary (Issue CD ROM, 2010, Pages pages 13 pages)
  Gouriveau, Rafael | Ramasso, Emmanuel
  
  pdf | bibtex@inproceedings{gouriveau:hal-00494988, title = {From real data to remaining useful life estimation : an approach combining neuro-fuzzy predictions and evidential Markovian classifications.}, author = {Gouriveau, Rafael and Ramasso, Emmanuel}, year = {2010}, address = {Pecs, Hungary}, booktitle = {38th ESReDA Seminar Advanced Maintenance Modelling.}, number = {CD ROM}, pages = {13 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1348/documents/author/data} }
• inproceedings - 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@inproceedings{panagiotakis:hal-00546691, title = {Lymphocite segmentation using mixture of Gaussians and the transferable belief model.}, author = {Panagiotakis, Costas and Ramasso, Emmanuel and Tziritas, Georgios}, year = {2010}, address = {Istanbul, Turquie}, booktitle = {IEEE International Conference on Pattern Recognition, ICPR'10.}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1362/documents/author/data}, volume = {sur CD ROM} }
• inproceedings - 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@inproceedings{ramasso:hal-00459310, title = {Prognostics in switching systems: Evidential markovian classification of real-time neuro-fuzzy predictions.}, author = {Ramasso, Emmanuel and Gouriveau, Rafael}, year = {2010}, address = {Macau, Chine}, booktitle = {IEEE Prognostics \& Systems Health Management Conference, PHM'2010.}, editor = {IEEE Macau}, pages = {9 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1372/documents/author/data}, volume = {CD ROM} }
• misc - 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@misc{ramasso:hal-00612651, title = {PREDICTION METHOD FOR THE SCREENING, PROGNOSIS, DIAGNOSIS OR THERAPEUTIC RESPONSE OF PROSTATE CANCER, AND DEVICE FOR IMPLEMENTING SAID METHOD.}, author = {Ramasso, Emmanuel and Auribault, Karine and Muller, Jean-Denis and Cancel-Tassin, G{\'e}raldine and Cussenot, Olivier and Gazut, St\'ephane and Gilardi, Nicolas and Mercier, David and Poli, Jean-Philippe and Suard, Fr\'ed\'eric}, year = {2010}, address = {France}, month = {Feb}, number = {WO/2010/012823}, url = {http://hal.archives-ouvertes.fr/hal-00612651} }