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Julien Henriet

Maître de conférences habilité à diriger des recherches

Informatique

Département DISC
équipe DEODIS

UFC - UFR ST

Courriel :: henriet [at] femto-st.fr
Adresse :: DISC - UFR-ST (Campus La Bouloie)
Bât C - 16 route de Gray CS11809
25030 BESANCON cedex

Deputy manager of DISC

Manager of the Computer Science Master-Engineer Cursus (CMI INFO) of UFC / UFR-ST

Deep Learning and Case-Based Reasoning for Healthcare and Education.

Research topics :
I study different manners to associate Deep Learning and Case-Based Reasoning paradigms in order to give solutions to experts of Health, imagery, education and monitoring. Considering the emergence of the Internet of objects and captors which are now capable of analysing perceived data themselves, the integration of tools of these two paradigms inside these captors appears to be an advantage and offers interesting perspectives.

28 articles published in ArtificiaI Intelligence and AI applied to HealthCare journals.

Deputy manager of 3 defended thesis in AI since 2016.

Manager and deputy manager of 2 ongoing thesis in AI.

Habilitation for thesis manager (HDR) defended in 2020: Contribution to the conception of distributed platforms based on Deep Learning and Cas-Based Reasoning.

Manager of 3 research projects since 2011:

Modeling Aids for Safe Surgery using Artifial Intelligence: MASSAI.
FEDER project and Funds for development of new numerical use, September 2019 to August 2022,
Project manager, UFC FEMTO-ST DISC, CHU of Besançon, Aprogsys.

Segmentation of kidney tumors in children using Artificial Intelligence: SAIAD.
INTERREG project, January 2017 to December 2022,
Project manager, UFC FEMTO-ST DISC, CHU of Besançon, MainCare Solutions, ÉPFL, CFI, Mirrakoï, ENNOÏA.

Artificial Intelligence - Virtual Trainer: AI-VT.
FEDER project and Funds for development of new numerical use, January 2020 to May 2023,
Collaborator, UFC FEMTO-ST DISC, UFC ELLIADD.

Construction of breathing 3D personalized phantoms for radiotherapy : THORAX-4D.
INSERM Physique Cancer (ANR Tecsan) project, December 2011 - December 2013,
Project manager, UFC FEMTO-ST, CHU of Besançon.

Publications de Julien Henriet

Voir toutes les publications (49)2024 (4)2023 (2)2022 (3)2021 (3)2020 (6)2019 (3)2018 (2)2017 (1)2016 (4)2014 (3)2013 (3)2012 (5)2011 (4)2010 (3)2009 (1)2006 (1)2005 (1)

2024 (4)

inproceedings - Ensemble Stacking Case-Based Reasoning for Regression
32nd International conference on Case-based reasoning (ICCBR 2024) / Mérida, Mexico (2024, Pages pages 159 - 174)
Soto Forero, Daniel | Betbeder, Marie-Laure | Henriet, Julien
pdf | doi | bibtex@inproceedings{5fd6b5b3-ffe1-497b-b27e-c20644261537, title = {Ensemble Stacking Case-Based Reasoning for Regression}, author = {Soto Forero, Daniel and Betbeder, Marie-Laure and Henriet, Julien}, year = {2024}, address = {M\'erida, Mexico}, booktitle = {32nd International conference on Case-based reasoning (ICCBR 2024)}, editor = {}, month = {jul}, pages = {159 - 174}, url = {https://publiweb.femto-st.fr/tntnet/entries/20605/documents/author/data}, doi = {https://doi.org/10.1007/978-3-031-63646-2_11} }
inproceedings - The Intelligent Tutoring System AI-VT with Case-Based Reasoning and Real Time Recommender Models
32nd International conference on Case-based reasoning (ICCBR 2024) / Mérida, Mexico (2024, Pages pages 191 - 205)
Soto Forero, Daniel | Ackermann, Simha | Betbeder, Marie-Laure | Henriet, Julien
pdf | doi | bibtex@inproceedings{f782eafd-11c0-474a-b21e-853d0c723439, title = {The Intelligent Tutoring System AI-VT with Case-Based Reasoning and Real Time Recommender Models}, author = {Soto Forero, Daniel and Ackermann, Simha and Betbeder, Marie-Laure and Henriet, Julien}, year = {2024}, address = {M\'erida, Mexico}, booktitle = {32nd International conference on Case-based reasoning (ICCBR 2024)}, editor = {}, month = {jul}, pages = {191 - 205}, url = {https://publiweb.femto-st.fr/tntnet/entries/20606/documents/author/data}, doi = {https://doi.org/10.1007/978-3-031-63646-2_13} }
article - Automatic Real-Time Adaptation of Training Session Difficulty Using Rules and Reinforcement Learning in the AI-VT ITS
International Journal of Modern Education and Computer Science (IJMECS) (Volume 16, Issue (3), jun 2024, Pages :56 - 71)
Soto Forero, Daniel | Ackermann, Simha | Betbeder, Marie-Laure | Henriet, Julien
pdf | doi
article - Automation of Wilms’ tumor segmentation by artificial intelligence
Cancer imaging (Volume 24, 2024, Pages :83 (7))
Hild, Olivier | Berriet, Pierre | Nallet, Jérémie | Salvi, Lorédane | Lenoir, Marion | Henriet, Julien | Thiran, Jean-Philippe | Auber, Frédéric | Chaussy, Yann
doi

2023 (2)

article - A Deep Learning-Based Automated Framework for Subpeak Designation on Intracranial Pressure Signals
Sensors (Volume 23, Issue (18), sep 2023, Pages :7834 (17))
Legé, Donatien | Gergelé, Laurent | Prud'Homme, Marion | Lapayre, Jean-Christophe | Launey, Yoann | Henriet, Julien
pdf | doi
article - Deep learning for the detection of acquired and non-acquired skills in students’ algorithmic assessments
Journal of Education and E-Learning Research (Volume 10, Issue (2), feb 2023, Pages :111 - 118)
Carvalho, Floran | Henriet, Julien | Greffier, Françoise | Betbeder, Marie-Laure | Léon-Henri, Dana Di Pardo
pdf | doi

2022 (3)

inproceedings - Analogy-Based Post-treatment of CNN Image Segmentations
30th International conference on Case-based reasoning (ICCBR 2022) / Nancy, France (Volume 13405, Series Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence (LNAI), 2022, Pages pages 318 - 332)
Duck, Justine | Schaller, Romain | Auber, Frédéric | Chaussy, Yann | Henriet, Julien | Lieber, Jean | Nauer, Emmanuel | Prade, Henri
pdf | doi | bibtex@inproceedings{474337d7-41f9-4332-8c3a-bacc164c3e56, title = {Analogy-Based Post-treatment of CNN Image Segmentations}, author = {Duck, Justine and Schaller, Romain and Auber, Fr\'ed\'eric and Chaussy, Yann and Henriet, Julien and Lieber, Jean and Nauer, Emmanuel and Prade, Henri}, year = {2022}, address = {Nancy, France}, booktitle = {30th International conference on Case-based reasoning (ICCBR 2022)}, month = {sep}, pages = {318 - 332}, url = {https://publiweb.femto-st.fr/tntnet/entries/19228/documents/author/data}, volume = {13405}, doi = {10.1007/978-3-031-14923-8_21}, series = {Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence (LNAI)} }
inproceedings - Architecture SMA/RàPC enrichie d’outils d’aide à la décision pour prédire les risques en chirurgie
30ème Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2022) / Saint-Etienne, France (2022, Pages pages 142 - 143)
Perez, Bruno | Lang, Christophe | Henriet, Julien | Philippe, Laurent | Auber, Frédéric
pdf | bibtex@inproceedings{67f1a900-7bac-4ec6-a51a-edda0a1c0b0f, title = {Architecture SMA/R\`aPC enrichie d'outils d'aide \`a la d\'ecision pour pr\'edire les risques en chirurgie}, author = {Perez, Bruno and Lang, Christophe and Henriet, Julien and Philippe, Laurent and Auber, Fr\'ed\'eric}, year = {2022}, address = {Saint-Etienne, France}, booktitle = {30\`eme Journ\'ees Francophones sur les Syst\`emes Multi-Agents (JFSMA 2022)}, editor = {67f1a900-7bac-4ec6-a51a-edda0a1c0b0f-editor.pdf}, month = {jun}, pages = {142 - 143}, url = {https://publiweb.femto-st.fr/tntnet/entries/19161/documents/author/data} }
article - Analysis of temporal consistency management protocols for resource-constrained multi-agent systems
Engineering and Applied Science Research (EASR) (Volume 49, Issue (1), 2022, Pages :65 - 72)
Limame, Mohamed | Henriet, Julien | Lang, Christophe | Marilleau, Nicolas
pdf

2021 (3)

article - A Cluster-Based Approach to Predict Serious Adverse Events in Surgery
Expert Systems with Applications (Volume 184, dec 2021, Pages :115506 (14))
Perez, Bruno | Lang, Christophe | Henriet, Julien | Philippe, Laurent | Auber, Frédéric
pdf | doi
inproceedings - Contributions to the Conception of Distributed Platforms Based on Deep Learning and Case-Based Reasoning
7th KKU International Engineering Conference (KKU-IENC 2021) / Khon Kaen, Thailand (2021)
Henriet, Julien
pdf | bibtex@inproceedings{4bf0383c-b909-4274-ac76-265373caa126, title = {Contributions to the Conception of Distributed Platforms Based on Deep Learning and Case-Based Reasoning}, author = {Henriet, Julien}, year = {2021}, address = {Khon Kaen, Thailand}, booktitle = {7th KKU International Engineering Conference (KKU-IENC 2021)}, editor = {4bf0383c-b909-4274-ac76-265373caa126-editor.pdf}, month = {may}, url = {https://publiweb.femto-st.fr/tntnet/entries/17480/documents/author/data} }
article - Risk prediction in surgery using case-based reasoning and agent-based modelization
Computers in Biology and Medicine (Volume 128, jan 2021, Pages :104040 (11))
Perez, Bruno | Lang, Christophe | Henriet, Julien | Philippe, Laurent | Auber, Frédéric
pdf | doi

2020 (6)

article - 3D reconstruction of Wilms’ tumor and kidneys in children: Variability, usefulness and constraints
Journal of Pediatric Urology (Volume 16, Issue (16), dec 2020, Pages :830.e1 - 830.e8)
Chaussy, Yann | Vieille, Lorédane | Lacroix, Elise | Lenoir, Marion | Marie, Florent | Corbat, Lisa | Henriet, Julien | Auber, Frédéric
pdf | doi
phdthesis -
(oct 2020)
Henriet, Julien
bibtex@phdthesis{5b0d67f9-03cf-448b-8f81-6a64cd9bf818, author = {Henriet, Julien}, year = {2020}, month = {oct} }
article - Fusion of multiple segmentations of medical images using OV2ASSION and Deep Learning methods: Application to CT-Scans for tumoral kidney
Computers in Biology and Medicine (Volume 124, sep 2020, Pages :103928 (11))
Corbat, Lisa | Henriet, Julien | Chaussy, Yann | Lapayre, Jean-Christophe
pdf | doi
article - A Fusion Method Based on Deep Learning and Case-Based Reasoning which Improves the Resulting Medical Image Segmentations
Expert Systems with Applications (Volume 147, jun 2020, Pages :113200 (9))
Corbat, Lisa | Nauval, Mohammad | Henriet, Julien | Lapayre, Jean-Christophe
pdf | doi
inproceedings - A new adaptation phase for thresholds in a CBR system associated to a region growing algorithm to segment tumoral kidneys
28th International conference on Case-based reasoning (ICCBR 2020) / Salamanca, Spain (Volume 12311, Series Lecture Notes in Computer Science (LNCS), 2020, Pages pages 97 - 111)
Marie, Florent | Henriet, Julien | Lapayre, Jean-Christophe
pdf | doi | bibtex@inproceedings{dc1bf0b7-e766-4169-9cd0-df685750f954, title = {A new adaptation phase for thresholds in a CBR system associated to a region growing algorithm to segment tumoral kidneys}, author = {Marie, Florent and Henriet, Julien and Lapayre, Jean-Christophe}, year = {2020}, address = {Salamanca, Spain}, booktitle = {28th International conference on Case-based reasoning (ICCBR 2020)}, month = {jun}, pages = {97 - 111}, url = {https://publiweb.femto-st.fr/tntnet/entries/16651/documents/author/data}, volume = {12311}, doi = {10.1007/978-3-030-58342-2_7}, series = {Lecture Notes in Computer Science (LNCS)} }
article - Conflict management in the fusion of complementary segmentations of deformed kidneys and nephroblastoma
Medical Image Analysis (Volume 60, feb 2020, Pages :101629 (11))
Corbat, Lisa | Henriet, Julien | Lapayre, Jean-Christophe
pdf | doi

2019 (3)

article - Segmentation of deformed kidneys and nephroblastoma using Case-Based Reasoning and Convolutional Neural Network
Expert Systems with Applications (Volume 127, aug 2019, Pages :282 - 294)
Marie, Florent | Corbat, Lisa | Chaussy, Yann | Henriet, Julien | Lapayre, Jean-Christophe
pdf | doi
inproceedings - Synchronisation d’horloge dans un système multi-agents
APIA (Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle 2019) / Toulouse, France (2019, Pages pages 59 - 62)
Limame, Mohamed | Henriet, Julien | Lang, Christophe | Marilleau, Nicolas
pdf | bibtex@inproceedings{84b3eb77-9160-466f-b527-5c7f8b40a80a, title = {Synchronisation d'horloge dans un syst\`eme multi-agents}, author = {Limame, Mohamed and Henriet, Julien and Lang, Christophe and Marilleau, Nicolas}, year = {2019}, address = {Toulouse, France}, booktitle = {APIA (Conf\'erence Nationale sur les Applications Pratiques de l'Intelligence Artificielle 2019)}, month = {jul}, pages = {59 - 62}, url = {https://publiweb.femto-st.fr/tntnet/entries/16246/documents/author/data} }
inproceedings - Modèle multi-agents pour la prédiction des risques en chirurgie
27ème Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2019) / Toulouse, France (2019, Pages pages 156 - 165)
Perez, Bruno | Lang, Christophe | Henriet, Julien | Philippe, Laurent
pdf | bibtex@inproceedings{bc4c7034-6df0-40fd-8d99-3dfa6d062ee8, title = {Mod\`ele multi-agents pour la pr\'ediction des risques en chirurgie}, author = {Perez, Bruno and Lang, Christophe and Henriet, Julien and Philippe, Laurent}, year = {2019}, address = {Toulouse, France}, booktitle = {27\`eme Journ\'ees Francophones sur les Syst\`emes Multi-Agents (JFSMA 2019)}, month = {jul}, pages = {156 - 165}, url = {https://publiweb.femto-st.fr/tntnet/entries/16247/documents/author/data} }

2018 (2)

inproceedings - Segmentation of Kidneys Deformed by Nephroblastoma using Case-Based Reasoning
ICCBR 2018 – 26th International conference on Case-based reasoning / Stockholm, Sweden (2018, Pages pages 351 - 365)
Marie, Florent | Corbat, Lisa | Delavelle, Thibault | Chaussy, Yann | Henriet, Julien | Lapayre, Jean-Christophe
pdf | doi | bibtex@inproceedings{3e9ed4f0-6000-4782-9fd3-a194a865a3c6, title = {Segmentation of Kidneys Deformed by Nephroblastoma using Case-Based Reasoning}, author = {Marie, Florent and Corbat, Lisa and Delavelle, Thibault and Chaussy, Yann and Henriet, Julien and Lapayre, Jean-Christophe}, year = {2018}, address = {Stockholm, Sweden}, booktitle = {ICCBR 2018 -- 26th International conference on Case-based reasoning}, editor = {3e9ed4f0-6000-4782-9fd3-a194a865a3c6-editor.pdf}, month = {jul}, pages = {351 - 365}, url = {https://publiweb.femto-st.fr/tntnet/entries/14957/documents/author/data}, doi = {10.1007/978-3-030-01081-2_16} }
inproceedings - AI-VT: An example of CBR that generates a variety of solutions to the same problem
26th International conference on Case-based reasoning (ICCBR 2018) / Stockholm, Sweden (2018, Pages pages 243 - 258)
Henriet, Julien | Greffier, Françoise
pdf | doi | bibtex@inproceedings{db1b1790-fe1a-4fab-9d5a-e4669dcbc716, title = {AI-VT: An example of CBR that generates a variety of solutions to the same problem}, author = {Henriet, Julien and Greffier, Fran\c{c}oise}, year = {2018}, address = {Stockholm, Sweden}, booktitle = {26th International conference on Case-based reasoning (ICCBR 2018)}, month = {jul}, pages = {243 - 258}, url = {https://publiweb.femto-st.fr/tntnet/entries/14958/documents/author/data}, doi = {10.1007/978-3-030-01081-2_9} }

2017 (1)

inproceedings - Système AI-VT basé sur l’intelligence artificielle, générateur de listes d’exercices personnalisées et variées
8ème Conférence sur les Environnements Informatiques pour l'Apprentissage Humain (EIAH 2017) / Strasbourg, France (2017, Pages pages 397 - 399)
Henriet, Julien | Greffier, Françoise
pdf | bibtex@inproceedings{53c743e9-c88a-415b-ae4d-e6eb02f4fdef, title = {Syst\`eme AI-VT bas\'e sur l'intelligence artificielle, g\'en\'erateur de listes d'exercices personnalis\'ees et vari\'ees}, author = {Henriet, Julien and Greffier, Fran\c{c}oise}, year = {2017}, address = {Strasbourg, France}, booktitle = {8\`eme Conf\'erence sur les Environnements Informatiques pour l'Apprentissage Humain (EIAH 2017)}, month = {jun}, pages = {397 - 399}, url = {https://publiweb.femto-st.fr/tntnet/entries/13995/documents/author/data} }

2016 (4)

article - Apport diagnostique des réseaux de neurones artificiels dans les tumeurs de Spitz de l’enfant et de l’adulte
Annales de Dermatologie et de Vénéréologie (Volume 143, Issue (12), dec 2016, Pages :S240)
Henriet, Julien | Monnin-Devalland, C. | Morello, Brigitte | Zerhouni, Noureddine
pdf | doi
article - A self-adaptable distributed CBR version of the EquiVox system
Biomedical Engineering: Applications, Basis and Communications (Volume 28 , Issue (4), sep 2016, Pages :1650028 (16))
Henriet, Julien | Lang, Christophe | Muthada pottayya, Ronnie | Breschi Jimenez Ramirez, Karla
pdf | doi
article - Development of a 4D numerical chest phantom with customizable breathing
Physica Medica: European Journal of Medical Physics (Volume 32, Issue (6), jun 2016, Pages :795 - 800)
Leni, Pierre-Emmanuel | Laurent, Rémy | Salomon, Michel | Gschwind, Régine | Makovicka, Libor | Henriet, Julien
pdf | doi
article - Artificial Intelligence-Virtual Trainer: An educative system based on artificial intelligence and designed to produce varied and consistent training lessons
Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (Volume 231, Issue (2), jun 2016, Pages :110 - 124)
Henriet, Julien | Lang, Christophe | Philippe, Laurent
pdf | doi

2014 (3)

article - An iterative precision vector to optimise the CBR adaptation of EquiVox
Engineering Applications of Artificial Intelligence (Volume EAAI2146, Issue (35), oct 2014, Pages :158 - 163)
Henriet, Julien | Chatonnay, Pascal | Leni, Pierre-Emmanuel
pdf | doi
article - Case-Based Reasoning adaptation of numerical representations of human organs by interpolation
Expert Systems with Applications (Volume 41, Issue (2), feb 2014, Pages :260 - 266)
Henriet, Julien | Leni, Pierre-Emmanuel | Laurent, Rémy | Salomon, Michel
pdf | doi
article - Collaborative CBR-based agents in the preparation of varied training lessons
International Journal of Computer Science in Sport (IJCSS) (Volume 13, Issue (2), 2014, Pages :4 - 19)
Henriet, Julien
pdf

2013 (3)

inproceedings - Integration of the lung motion into 3D phantoms
/ Nice, France (2013)
Laurent, Rémy | Leni, Pierre-Emmanuel | Salomon, Michel | Henriet, Julien | Gschwind, Régine
pdf | doi | bibtex@inproceedings{llsh+13:oip, title = {Integration of the lung motion into 3D phantoms}, author = {Laurent, R\'emy and Leni, Pierre-Emmanuel and Salomon, Michel and Henriet, Julien and Gschwind, R\'egine}, year = {2013}, address = {Nice, France}, month = {jun}, url = {https://publiweb.femto-st.fr/tntnet/entries/10119/documents/author/data}, doi = {10.1016/j.ejmp.2013.08.081} }
article - EQUIVOX: an example of adaptation using an artificial neural network on a case-based reasoning platform
Biomedical Engineering: Applications, Basis and Communications (Volume 25, Issue (02), apr 2013, Pages :1350027: 13 pages)
Henriet, Julien | Morello, Brigitte | Salomon, Michel | Farah, Jad | Laurent, Rémy | Sauget, Marc | Broggio, David | Franck, Didier | Makovicka, Libor
pdf | doi
article - Introduction of a combination vector to optimise the interpolation of numerical phantoms
Expert Systems with Applications (Volume 40, Issue (2), feb 2013, Pages :492 - 499)
Henriet, Julien | Chatonnay, Pascal
pdf | doi

2012 (5)

article - Perspective of the NEMOSIS platform in the context of dose reduction in imaging
Radioprotection (Volume 47, Issue (4), oct 2012, Pages :599 - 617)
Laurent, Rémy | Gschwind, Régine | Salomon, Michel | Henriet, Julien | Makovicka, Libor
pdf | doi
article - Data Processing using Artificial Neural Networks to Improve the Simulation of Lung Motion
Biomedical Engineering: Applications, Basis and Communications (Volume 24, Issue (06), oct 2012, Pages :563 - 571)
Laurent, Rémy | Salomon, Michel | Henriet, Julien | Sauget, Marc | Gschwind, Régine | Makovicka, Libor
pdf | doi
inproceedings - Adapting numerical representations of lung contours using Case-Based Reasoning and Artificial Neural Networks
20th International conference on Case-based reasoning (ICCBR 2012) / Lyon, France (Volume 7466, Series Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence (LNAI), 2012, Pages pages 137 - 151)
Henriet, Julien | Leni, Pierre-Emmanuel | Laurent, Rémy | Roxin, Ana | Morello, Brigitte | Salomon, Michel | Farah, Jad | Broggio, David | Franck, Didier | Makovicka, Libor
pdf | doi | bibtex@inproceedings{hllr+12:ip, title = {Adapting numerical representations of lung contours using Case-Based Reasoning and Artificial Neural Networks}, author = {Henriet, Julien and Leni, Pierre-Emmanuel and Laurent, R\'emy and Roxin, Ana and Morello, Brigitte and Salomon, Michel and Farah, Jad and Broggio, David and Franck, Didier and Makovicka, Libor}, year = {2012}, address = {Lyon, France}, booktitle = {20th International conference on Case-based reasoning (ICCBR 2012)}, month = {sep}, pages = {137 - 151}, url = {https://publiweb.femto-st.fr/tntnet/entries/867/documents/author/data}, volume = {7466}, doi = {10.1007/978-3-642-32986-9_12}, series = {Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence (LNAI)} }
article - Respiratory lung motion using an artificial neural network
Neural Computing & Applications (Volume 21, Issue (5), jul 2012, Pages :929 - 934)
Laurent, Rémy | Henriet, Julien | Salomon, Michel | Sauget, Marc | Gschwind, Régine | Makovicka, Libor
pdf | doi
misc - NEMOSIS V1.0 du 21/09/11
(apr 2012)
Bosset, Jean-François | Henriet, Julien | Laurent, Rémy | Makovicka, Libor | Salomon, Michel
bibtex@misc{bhlm+12:soft, title = {NEMOSIS V1.0 du 21/09/11}, author = {Bosset, Jean-Fran\c{c}ois and Henriet, Julien and Laurent, R\'emy and Makovicka, Libor and Salomon, Michel}, year = {2012}, month = {apr} }

2011 (4)

inproceedings - Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts
EANN/AIAI 2011, Engineering Applications of Neural Networks / Corfu, Greece (Volume 363, Issue 1, Series IFIP Advances in Information and Communication Technology (IFIP AICT), 2011, Pages pages 182 - 191)
Sauget, Marc | Henriet, Julien | Salomon, Michel | Contassot-Vivier, Sylvain
pdf | doi | bibtex@inproceedings{shscv11:ip, title = {Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts}, author = {Sauget, Marc and Henriet, Julien and Salomon, Michel and Contassot-Vivier, Sylvain}, year = {2011}, address = {Corfu, Greece}, booktitle = {EANN/AIAI 2011, Engineering Applications of Neural Networks}, month = {sep}, number = {1}, pages = {182 - 191}, url = {http://dx.doi.org/10.1007/978-3-642-23957-1_21}, volume = {363}, doi = {10.1007/978-3-642-23957-1_21}, series = {IFIP Advances in Information and Communication Technology (IFIP AICT)} }
misc - EquiVox, projet T2IRM, Techniques Informatique Innovantes en Radiophysique Médicale
(may 2011)
Henriet, Julien | Makovicka, Libor | Sauget, Marc | Salomon, Michel | Broggio, David | Morello, Brigitte
bibtex@misc{hmss+11:soft, title = {EquiVox, projet T2IRM, Techniques Informatique Innovantes en Radiophysique M\'edicale}, author = {Henriet, Julien and Makovicka, Libor and Sauget, Marc and Salomon, Michel and Broggio, David and Morello, Brigitte}, year = {2011}, month = {may} }
article - Utilisation d'un réseau de neurones artificiels pour la simulation des mouvements pulmonaires
Cancer Radiothérapie (Volume 15, Issue (2), apr 2011, Pages :123 - 129)
Laurent, Rémy | Henriet, Julien | Salomon, Michel | Sauget, Marc | Nguyen, France | Gschwind, Régine | Makovicka, Libor
pdf | doi
article - Development of a New CBR-Based Platform for Human Contamination Emergency Situations
Radiation Protection Dosimetry (Volume 144, Issue (1-4), mar 2011, Pages :564 - 570)
Farah, Jad | Laurent, Rémy | Fontaine, E. | Henriet, Julien | Morello, Brigitte | Sauget, Marc | Salomon, Michel | Makovicka, Libor | Franck, Didier
pdf | doi

2010 (3)

inproceedings - Efficient domain decomposition for a neural network learning algorithm
20th International Conference on Artificial Neural Networks (ICANN 2010) / Munich, Germany (Volume 6352, Issue Part I, Series Lecture Notes in Computer Science (LNCS), 2010, Pages pages 261 - 266)
Sauget, Marc | Laurent, Rémy | Henriet, Julien | Salomon, Michel | Gschwind, Régine | Contassot-Vivier, Sylvain | Makovicka, Libor | Soussen, Charles
pdf | doi | bibtex@inproceedings{slhs+10:ip, title = {Efficient domain decomposition for a neural network learning algorithm}, author = {Sauget, Marc and Laurent, R\'emy and Henriet, Julien and Salomon, Michel and Gschwind, R\'egine and Contassot-Vivier, Sylvain and Makovicka, Libor and Soussen, Charles}, year = {2010}, address = {Munich, Germany}, booktitle = {20th International Conference on Artificial Neural Networks (ICANN 2010)}, month = {sep}, number = {Part I}, pages = {261 - 266}, url = {http://dx.doi.org/10.1007/978-3-642-15819-3_34}, volume = {6352}, doi = {10.1007/978-3-642-15819-3_34}, series = {Lecture Notes in Computer Science (LNCS)} }
article - Feasibilty study of a new platform based on the Case-Based Reasoning priciples to efficiently search and store voxel phantoms
Radioprotection (Volume 45, Issue (1), jan 2010, Pages :67 - 82)
Henriet, Julien | Farah, Jad | Morello, Brigitte | Bopp, Maurice | Broggio, David | Makovicka, Libor
pdf | doi
article - A morphing technique applied to lung motion in radiotherapy: preliminary results
Acta Polytechnica (Volume 50, Issue (6), 2010, Pages :57 - 65)
Laurent, Rémy | Henriet, Julien | Gschwind, Régine | Makovicka, Libor
pdf | doi

2009 (1)

article - Avenir des nouveaux concepts des calculs dosimétriques basés sur les méthodes de Monte Carlo
Radioprotection (Volume 44, Issue (1), jan 2009, Pages :77 - 88)
Makovicka, Libor | Vasseur, Aurélien | Sauget, Marc | Martin, Éric | Gschwind, Régine | Henriet, Julien | Salomon, Michel

2006 (1)

inproceedings - Validation of a Protocol for Communication Management in CSCW Systems Using a Coloured-Petri Net Modelization
14th IEEE Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP 2006) / Montbéliard-Sochaux, France (2006, Pages pages 4)
Garcia, Eric | Henriet, Julien | Lapayre, Jean-Christophe
doi | bibtex@inproceedings{ghl06:ip, title = {Validation of a Protocol for Communication Management in CSCW Systems Using a Coloured-Petri Net Modelization}, author = {Garcia, Eric and Henriet, Julien and Lapayre, Jean-Christophe}, year = {2006}, address = {Montb\'eliard-Sochaux, France}, booktitle = {14th IEEE Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP 2006)}, month = {feb}, pages = {4}, doi = {10.1109/PDP.2006.69} }

2005 (1)

inproceedings - Towards an Optimistic Management of Concurrency: a Probabilistic Study of the Pilgrim Protocol
9th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2005) / Coventry, United Kingdom (Publisher : Springer, Volume 3865, Series Lecture Notes in Computer Science (LNCS), 2005, Pages pages 51 - 60)
Garcia, Eric | Guyennet, Hervé | Henriet, Julien | Lapayre, Jean-Christophe
doi | bibtex@inproceedings{gghl05b:ij, title = {Towards an Optimistic Management of Concurrency: a Probabilistic Study of the Pilgrim Protocol}, author = {Garcia, Eric and Guyennet, Herv\'e and Henriet, Julien and Lapayre, Jean-Christophe}, year = {2005}, address = {Coventry, United Kingdom}, booktitle = {9th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2005)}, editor = {gghl05b:ij-editor.pdf}, month = {may}, pages = {51 - 60}, volume = {3865}, doi = {10.1007/11686699_6}, publisher = {Springer}, series = {Lecture Notes in Computer Science (LNCS)} }