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Franck Mars
Directeur de Recherche au CNRS
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Documents
Identifiants chercheurs
- franck-mars
- 0000-0002-4140-0049
- IdRef : 067118380
Présentation
### Research domain
Perception and action in the context of human-machine systems
### Research activities and interests
My general interests concerns the design of technological systems based on the understanding of human behavior, with an emphasis on perceptual and motor processes and how those processes interacts with higher cognitive functions. I favor a interdisciplinary approach at the crossroads of experimental psychology, neuroscience, cognitive ergonomics and engineering sciences. This is achieved inside and outside IRCCyN through active collaboration with the teams speciallized in control theory, robotics and signal processing. External collaborations involve various academic institutions, but also a well-established industrial partnership with Renault, PSA, Oktal, Clarte, Aerolia, EADS and Airbus.
A large part of my recent work has been dealing with the sensorimotor and cognitive processes involved in the control of car trajectory. This involves studies on the visual control of steering (including gaze behavior analysis),cybernetic driver modelling, the design of automatic driving assistance systems and the evaluation of human-machine cooperation. Previous research mainly concerned the perception of self-orientation in aeronautics and the control of goal-directed arm movements. This was done through the manipulation of visual, vestibular and proprioceptive sensory cues. More recently, I became interested in collaborative virtual reality and the use of ecological interface design for the supervision of dynamic manufacturing processes.
### Research domain
Perception and action in the context of human-machine systems
### Research activities and interests
My general interests concerns the design of technological systems based on the understanding of human behavior, with an emphasis on perceptual and motor processes and how those processes interacts with higher cognitive functions. I favor a interdisciplinary approach at the crossroads of experimental psychology, neuroscience, cognitive ergonomics and engineering sciences. This is achieved inside and outside IRCCyN through active collaboration with the teams speciallized in control theory, robotics and signal processing. External collaborations involve various academic institutions, but also a well-established industrial partnership with Renault, PSA, Oktal, Clarte, Aerolia, EADS and Airbus.
A large part of my recent work has been dealing with the sensorimotor and cognitive processes involved in the control of car trajectory. This involves studies on the visual control of steering (including gaze behavior analysis),cybernetic driver modelling, the design of automatic driving assistance systems and the evaluation of human-machine cooperation. Previous research mainly concerned the perception of self-orientation in aeronautics and the control of goal-directed arm movements. This was done through the manipulation of visual, vestibular and proprioceptive sensory cues. More recently, I became interested in collaborative virtual reality and the use of ecological interface design for the supervision of dynamic manufacturing processes.
Publications
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Addressing the Challenges and Barriers to the Integration of Machine Learning into Clinical Practice: An Innovative Method to Hybrid Human–Machine IntelligenceSensors, 2022, 22 (21), pp.8313. ⟨10.3390/s22218313⟩
Article dans une revue
hal-03837932v1
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Multiple sclerosis clinical decision support system based on projection to reference datasetsAnnals of Clinical and Translational Neurology, 2022, 9 (12), pp.1863-1873. ⟨10.1002/acn3.51649⟩
Article dans une revue
inserm-04004193v1
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L'interaction Homme-Machine au Service de la Médecine de PrécisionColloque, Machine quelle est ton humanité ?, Jun 2022, Nantes, France
Communication dans un congrès
hal-03715833v1
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L'intelligence hybride pour prédire l'évolution des maladies chroniquesIHM 2022 : 33ème Conference Francophone sur l'Interaction Humain-Machine, Apr 2022, Namur, Belgique. ⟨10.1145/3502178.3529109⟩
Communication dans un congrès
hal-03656359v1
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The Integration of Human Intelligence into Artificial Intelligence to Provide Medical Practice-Based PredictionsHybrid Human Artificial Intelligence (HHAI) 2022, Jun 2022, Amsterdam, Netherlands. pp.293-294, ⟨10.3233/FAIA220221⟩
Communication dans un congrès
hal-03829412v1
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The Intergretion of Human Intelligence into Artificial Intelligence to Provide Medical Practice-Based PredictionsThe first International Conference on Hybrid Human-Artificial Intelligence, Jun 2022, Amsterdam, Netherlands
Poster de conférence
hal-03867655v1
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De la prise de décision à la communication avec le patient : mode dual de visualisation pour la gestion de la sclérose en plaque5ème journée interaction humain-machine et intelligence artificielle, Mar 2021, conférence en ligne, France
Poster de conférence
hal-03319735v1
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