Mehdi Ammi
Full Professor
Dept. of Comp. Science
Y. El Marhraoui, O. Bounhar, M. Boukallel, M. Anastassova, S. Bouilland, M. Ammi, “Dual-Stage Attention-Based Model for Rehabilitation Activity Recognition Using Data From Wearable Sensors”, IEEE Internet of Things Journal, 12(9): 11676–11689, 2025.
S. Zanelli, M.A. El-Yacoubi, M. Hallab, M. Ammi, “Type 2 Diabetes Detection With Light CNN From Single Raw PPG Wave”, IEEE Access, 11: 57652–57665, 2023.
Y. El Marhraoui, S. Bouilland, M. Boukallel, M. Anastassova, M. Ammi, “CNN-Based Self-Attention Weight Extraction for Fall Event Prediction Using Balance Test Score”, Sensors, 23(22): 9194, 2023.
S. Zanelli, M. Ammi, M. Hallab, M.A. El-Yacoubi, “Diabetes Detection and Management through Photoplethysmographic and Electrocardiographic Signals Analysis: A Systematic Review”, Sensors, 22(13): 4890, 2022.
Y. El Marhraoui, H. Amroun, M. Boukallel, M. Anastassova, S. Lamy, S. Bouilland, M. Ammi, “Foot-to-Ground Phases Detection: A Comparison of Data Representation Formatting Methods with Respect to Adaption of Deep Learning Architectures”, Computer, 11(5): 58, 2022.
A. Arnaud, M. Gouiffès, M. Ammi, “Towards Real-Time 3D Editable Model Generation for Existing Indoor Building Environments on a Tablet”, Frontiers in Virtual Reality, 3: 782564, 2022.
H. Amroun, F. Hafid, M. Ammi, “How Statistical Modeling and Machine Learning Could Help in the Calibration of Numerical Simulation and Fluid Mechanics Models? Application to the Calibration of Models Reproducing the Vibratory Behavior of an Overhead Line Conductor”, Array, 15: 100187, 2022.
S. Famié, M. Ammi, V. Bourdin, M.A. Amorim, “Evidence for an Internal Model of Friction When Controlling Kinetic Energy at Impact to Slide an Object Along a Surface Toward a Target”, PLoS ONE, 17(2), 2022.
M. De Bois, M. Ammi, M.A. El-Yacoubi, “GLYFE: Review and Benchmark of Personalized Glucose Predictive Models in Type-1 Diabetes”, Medical & Biological Engineering & Computing, 60(1): 1–17, 2022.
X. Wang, L. Besançon, M. Ammi, T. Isenberg, “Understanding Differences Between Combinations of 2D and 3D Input and Output Devices for 3D Data Visualization”, International Journal of Human-Computer Studies, 163: 102820, 2022.
M. De Bois, M.A. El-Yacoubi, M. Ammi, “Adversarial Multi-Source Transfer Learning in Healthcare: Application to Glucose Prediction for Diabetic People”, Computer Methods and Programs in Biomedicine, 199: 105874, 2021.
M. De Bois, M.A. El-Yacoubi, M. Ammi, “Enhancing the Interpretability of Deep Models in Healthcare Through Attention: Application to Glucose Forecasting for Diabetic People”, International Journal of Pattern Recognition and Artificial Intelligence, 35(12): 2160006, 2021.
H. Amroun, F. Hafid, M. Ammi, “Proof of Concept: Calibration of an Overhead Line Conductors' Movements Simulation Model Using Ensemble-Based Machine Learning Model”, IEEE Access, 9: 163391–163411, 2021.
M. Bobin, M. Anastassova, M. Boukallel, M. Ammi, “SpECTRUM: Smart ECosystem for sTRoke Patient’s Upper Limbs Monitoring”, Smart Health, 13: 100066, 2019.
M. Bobin, M. Anastassova, M. Boukallel, M. Ammi, “Design and Study of a Smart Cup for Monitoring the Hand Activity of Stroke Patients”, IEEE Journal of Translational Engineering in Health and Medicine, 6(1): 1–12, 2018.
Y. Gaffary, J.-C. Martin, M. Ammi, “Haptic Expression and Perception of Spontaneous Stress”, IEEE Transactions on Affective Computing, 11(1): 33–45, 2020 (online 2018).
A. Arnaud, M. Gouiffès, M. Ammi, “On-the-Fly Plane Detection and Time Consistency for Indoor Building Wall Recognition Using a Tablet Equipped With a Depth Sensor”, IEEE Access, 6: 17643–17652, 2018.
H. Amroun, M. Ammi, “Who Used My Smart Object? A Flexible Approach for the Recognition of Users”, IEEE Access, 6: 7112–7122, 2018.
J.-B. Corrégé, C. Clavel, M. Ammi, “Social Norms From a Goal-System Point of View: Contributions of Activity Analysis”, Basic and Applied Social Psychology, 4(2): 73–86, 2018.
M.Y. Tsalamlal, W. Rizer, J.-C. Martin, M. Ammi, M. Ziat, “Affective Communication Through Air Jet Stimulation: Evidence From Event-Related Potentials”, International Journal of Human-Computer Interaction, 34(12): 1157–1168, 2018.
L. Besançon, P. Issartel, M. Ammi, T. Isenberg, “Hybrid Tactile/Tangible Interaction for 3D Data Exploration”, IEEE Transactions on Visualization and Computer Graphics, 23(1): 881–890, 2017.
J.-B. Corrégé, C. Clavel, J. Christophe, M. Ammi, “Using Social Injunctive Norms to Nudge Users Towards Building Green Houses”, PsyEcology, 0(0): 1–26, 2017.
M. Ammi, B. Katz, “Intermodal Audio-Haptic Intermodal Display: Improvement of Communication and Interpersonal Awareness for Collaborative Search Tasks”, Virtual Reality, 19(3–4): 235–252, 2015.
M. Y. Tsalamlal, N. Ouarti, J.-C. Martin, M. Ammi, “Haptic Communication of Dimensions of Emotions Using Air-Jet Tactile Stimulation”, Journal of Multimodal User Interfaces, 9(1): 69–77, 2015.
M. Ammi, B. Katz, “Intermodal Audio-Haptic Metaphor: Improvement of Target Search in Abstract Environments”, International Journal of Human-Computer Interaction, 30(11): 921–933, 2014.
Y. Gaffary, V. Eyharabide, J.-C. Martin, M. Ammi, “The Impact of Combining Kinesthetic and Facial Expression Displays on Emotion Recognition by Users”, International Journal of Human-Computer Interaction, 30(11): 904–920, 2014.
J. Simard, M. Ammi, A. Mayeur, “Comparative Study of the Bimanual and Collaborative Modes for Closely-Coupled Manipulations”, International Journal of Human-Computer Studies, 72(4): 408–421, 2014.
Y. Gaffary, V. Eyharabide, J.-C. Martin, M. Ammi, “Clustering Approach to Characterize Haptic Expressions of Emotions”, ACM Transactions on Applied Perception, 10(4): 21, 2013.
J. Simard, M. Ammi, M. Auvray, “Collaborative Strategies for the Search of 3D Targets in Molecular Environments”, IEEE Transactions on Systems, Man, and Cybernetics – Part C, 42(6): 1555–1565, 2012.
J. Simard, M. Ammi, “Haptic Interpersonal Communication: Gesture Coordination for Collaborative Virtual Assembly Tasks”, Virtual Reality, 16(3): 1–14, 2011.
P. Bourdot, T. Convard, F. Picon, M. Ammi, M. Damien-Touraine, J.-M. Vézien, “VR-CAD Integration: Multimodal Immersive Interaction and Advanced Haptic Paradigms for Implicit Edition of CAD Models”, Computer-Aided Design, 42(5): 445–461, 2010.
M. Ammi, V. Fremont, A. Ferreira, “Automatic Camera-Based Microscope Calibration for a Tele-Micromanipulation System Using a Virtual Pattern”, IEEE Transactions on Robotics, 25(1): 184–191, 2009.
B. Menelas, M. Ammi, P. Bourdot, S. Richir, “Survey on Haptic Rendering of Data Sets: Exploration of Scalar and Vector Fields”, Journal of Virtual Reality and Broadcasting, 6(9), 2009.
J.-M. Vézien, B. Ménélas, J. Nelson, L. Picinali, P. Bourdot, M. Ammi, B. F. G. Katz, J.-M. Burkhardt, L. Pastur, F. Lusseyran, “Multisensory VR Exploration for Computer Fluid Dynamics in the CoRSAIRe Project”, Virtual Reality, 13(4): 257–271, 2009.
N. Férey, J. Nelson, C. Martin, L. Picinali, G. Bouyer, A. Tek, P. Bourdot, J.-M. Burkhardt, B. F. G. Katz, M. Ammi, C. Etchebest, L. Autin, “Multisensory VR Interaction for Protein-Docking in the CoRSAIRe Project”, Virtual Reality, 13(4): 273–293, 2009.
M. Ammi, A. Ferreira, “Biological Cell Injection Visual and Haptic Interface”, Advanced Robotics, 20(3): 283–304, 2006.
T. Bashford-Rogers, D. Meneveaux, M. Ammi, M. Ziat, S. Jänicke, H. C. Purchase, P. Radeva, A. Furnari, K. Bouatouch, A. A. de Sousa, Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2025) – Volume 1: GRAPP, HUCAPP and IVAPP, Porto, Portugal, February 26–28, 2025, SCITEPRESS, ISBN 978-989-758-728-3.
T. Bashford-Rogers, D. Meneveaux, M. Ammi, M. Ziat, S. Jänicke, H. C. Purchase, P. Radeva, A. Furnari, K. Bouatouch, A. A. de Sousa, Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2025) – Volume 2: VISAPP, Porto, Portugal, February 26–28, 2025, SCITEPRESS, ISBN 978-989-758-728-3.
T. Bashford-Rogers, D. Meneveaux, M. Ammi, M. Ziat, S. Jänicke, H. C. Purchase, P. Radeva, A. Furnari, K. Bouatouch, A. A. de Sousa, Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2025) – Volume 3: VISAPP, Porto, Portugal, February 26–28, 2025, SCITEPRESS, ISBN 978-989-758-728-3.
T. Bashford-Rogers, D. Meneveaux, M. Ziat, M. Ammi, S. Jänicke, H. C. Purchase, K. Bouatouch, A. A. de Sousa, Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2024) – Volume 1: GRAPP, HUCAPP and IVAPP, Rome, Italy, February 27–29, 2024, SCITEPRESS, ISBN 978-989-758-679-8.
S. Bouraine, A. Hentout, F. Yacef, K. Geihs, M. Ammi, Human-Robot Interaction in Industrial Settings: New Challenges and Opportunities, Frontiers in Robotics and AI – Research Topic, Frontiers Media SA, 2025.
I. Salleh, M. Ammi, S. Szoniecky, The Challenges of the Internet of Things: Technique, Use, Ethics, ISTE – Wiley, in press, 2024.
A. Tapus, E. André, J.-C. Martin, F. Ferland, M. Ammi, Social Robotics – 7th International Conference, ICSR 2015, Paris, France, October 26–30, 2015, Proceedings, Lecture Notes in Computer Science (LNCS 9388), Springer, 2015.
E. Reyes, S. Szoniecky, A. Mkadmi, G. Kembellec, R. Fournier-S’niehotta, F. Siala-Kallel, M. Ammi, S. Labelle, Proceedings of the 1st International Conference on Digital Tools & Uses Congress (DTUC 2018), Paris, France, October 3–5, 2018, ACM, ISBN 978-1-4503-6451-5.
S. Zanelli, K. Eveilleau, M. Ammi, M. Hallab, M.A. El-Yacoubi, “Risk Assessment of Diabetic Retinopathy with Machine and Deep Learning Models with PPG Signals and PWV”, Proc. IEEE Engineering in Medicine & Biology Conference (EMBC), 2023, pp. 1–5.
S. Zanelli, M. Ammi, M. Hallab, M.A. El-Yacoubi, “Transfer Learning of CNN-Based Signal Quality Assessment from Clinical to Non-Clinical PPG Signals”, Proc. IEEE EMBC, 2021, pp. 902–905.
X. Wang, L. Besançon, M. Sereno, D. Rousseau, M. Ammi, T. Isenberg, “Towards an Understanding of Augmented Reality Extensions for Existing 3D Data Analysis Tools”, Proc. ACM CHI Conference on Human Factors in Computing Systems, 2020 (paper, ~13 pp.).
M. De Bois, M. Ammi, M. El-Yacoubi, “Interpreting Deep Glucose Predictive Models for Diabetic People Using the RETAIN Architecture”, Proc. ICPRAI 2020, pp. 685–694.
M. De Bois, M. El-Yacoubi, M. Ammi, “Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People”, Proc. ICONIP 2019, LNCS 11955, pp. 510–521.
P.-H. Orifice, M. Ammi, M. Hafez, A. Tapus, “Pressure Variation Study in Human-Human and Human-Robot Handshakes: Impact of the Mood”, Proc. IEEE RO-MAN 2018, Nanjing, China, 27–31 Aug. 2018, pp. 247–254.
P.-H. Orifice, M. Ammi, M. Hafez, A. Tapus, “New Progress in Tactile Perception and Learning in Robotics”, IEEE/RSJ International Workshop RoboTac (RoboTac’18), 2018 (workshop; no proceedings pagination).
M. De Bois, H. Amroun, M. Ammi, “Energy Expenditure Estimation Through Daily Activity Recognition Using a Smartphone”, Proc. IEEE 4th World Forum on Internet of Things (WF-IoT), Singapore, 5–8 Feb. 2018, pp. 167–172.
M. Bobin, H. Amroun, M. Anastassova, M. Boukallel, M. Ammi, “Smart Cup for Festival Alcohol Consumption Awareness”, Proc. IEEE 4th World Forum on Internet of Things (WF-IoT), Singapore, 5–8 Feb. 2018, pp. 718–723.
M. Bobin, H. Amroun, M. Anastassova, M. Boukallel, M. Ammi, “Smart Objects Ecosystem for Post-Stroke Upper Limbs’ Motor Functions Monitoring”, Digital Tools & Uses Congress (DTUC’18), Paris, France, 3–5 Oct. 2018.
L. Coussou, S. Huguenin, S. Bouchigny, M. Ammi, “The Tangible Sounds: A Sound System for Interactive Tabletops”, DTUC’18, Paris, France, 3–5 Oct. 2018.
M. Bobin, H. Amroun, M. Anastassova, M. Boukallel, M. Ammi, “Using SVM with a Smart Cup to Monitor Stroke Patients’ Activities during Everyday Life”, IEEE International Conference on Internet of Things (iThings), Halifax, Canada, 30 Jul.–3 Aug. 2018.
H. Amroun, Y. Benziani, M. Temkit, M. Ammi, “Boiler Data Analysis to Model Hot Water Consumption in a House”, IEEE iThings, Halifax, Canada, 30 Jul.–3 Aug. 2018.
H. Amroun, Y. Benziani, M. Ammi, “A Framework Based on Dempster–Shafer Theory of Evidence for the Analysis of the TV-Viewers’ Behaviors”, 20th Intl. Conf. on Artificial Intelligence and Computer Science (ICAICS 2018), Tokyo, Japan.
H. Amroun, Y. Benziani, M. Ammi, “Modeling Nicotine Consumption Using an Electronic Cigarette and Internet of Things Devices”, ICAICS 2018, Tokyo, Japan.
X. Wang, L. Besançon, M. Ammi, T. Isenberg, “Augmenting Tactile 3D Data Exploration with Pressure Sensing”, IEEE VIS 2017, Extended Abstract.
M. Sereno, M. Ammi, T. Isenberg, L. Besançon, “Interaction Hybride Tactile/Tangible pour la Sélection 3D”, Conférence francophone sur l’Interaction Homme-Machine (IHM’2017), France.
P.-H. Orifice, M. Ammi, M. Hafez, A. Tapus, “Design of an Emotion Elicitation Tool Using VR for Human-Avatar Interaction Studies”, Proc. 17th Intl. Conf. on Intelligent Virtual Agents (IVA 2017), Stockholm, 27–30 Aug. 2017, pp. 335–338.
H. Amroun, N. Ouarti, M. Temkit, M. Ammi, “Recognition of Human Activity Using Paired Connected Objects”, Proc. IEEE Internet of Things (iThings) 2017, Exeter, UK, pp. 806–809.
H. Amroun, N. Ouarti, M. Temkit, M. Ammi, “Best Feature for CNN Classification of Human Activity Using IoT Network”, Proc. IEEE iThings 2017, Exeter, UK, pp. 943–950.
H. Amroun, M. Temkit, M. Ammi, “Impact of the Positions Transition of a Smartphone on Human Activity Recognition”, Proc. IEEE iThings 2017, Exeter, UK, pp. 937–942.
H. Amroun, M. Temkit, M. Ammi, “Study of the Viewers’ TV-Watching Behaviors Before, During and After Watching a TV Program Using IoT Network”, Proc. IEEE Systems, Man, and Cybernetics (SMC 2017), Banff, Canada, pp. 1850–1855.
M. Bobin, H. Amroun, M. Anastassova, M. Boukallel, M. Ammi, “SVM-Based Approach for the Assessment of Elbow Flexion with Smart Textile Sensor”, Proc. IEEE SMC 2017, Banff, Canada, pp. 2129–2134.
H. Amroun, M. Temkit, M. Ammi, “DNN-Based Approach for Identification of the Level of Attention of the TV-Viewers Using IoT Network”, Proc. IEEE Internet of People (IoP), San Francisco, USA, 2017.
J.-B. Corrégé, C. Clavel, N. Sabouret, E. Hadoux, A. Hunter, M. Ammi, “Persuasive Conservation Dialogue System for Energy”, Proc. 12th International Conference on Persuasive Technologies, 2017.
H. Amroun, M. Temkit, M. Ammi, “DNN-Based Approach for Recognition of Human Activity Raw Data in Non-Controlled Environment”, Proc. IEEE International Conference on AI & Mobile Services, Honolulu, USA, 25–30 Jun. 2017, pp. 121–124.
L. Coussou, S. Huguenin, S. Bouchigny, M. Ammi, “A Tangible Visual Accessibility Tool for Interactive Tabletops”, Proc. CHIRA 2017, Vila do Conde, Portugal.
L. Besançon, M. Ammi, T. Isenberg, “Pressure-Based Gain Factor Control for Mobile 3D Interaction Using Locally-Coupled Devices”, Proc. ACM CHI 2017, pp. 1831–1842.
L. Besançon, P. Issartel, M. Ammi, T. Isenberg, “Mouse, Tactile, and Tangible Input for 3D Data Manipulation”, Proc. ACM CHI 2017, pp. 4727–4740.
P.-H. Orifice, M. Ammi, M. Hafez, A. Tapus, “Let’s Handshake and I’ll Know Who You Are: Gender and Personality Discrimination in Human–Human and Human–Robot Handshaking Interaction”, Proc. IEEE-RAS Humanoids 2016, Cancún, Mexico, 15–17 Nov. 2016, pp. 958–965.
H. Amroun, N. Ouarti, M. Ammi, “Recognition of Human Activity Using Internet of Things in a Non-Controlled Environment”, Proc. ICARCV 2016, Phuket, Thailand, pp. 1–6.
A. Arnaud, J. Christophe, M. Gouiffès, M. Ammi, “3D Reconstruction of Indoor Building Environments with New Generation of Tablets”, Proc. ACM VRST 2016, pp. 187–190.
A. Arnaud, J.-B. Corrégé, C. Clavel, M. Gouiffès, M. Ammi, “Exploration of Virtual Environments on Tablet: Comparison Between Tactile and Tangible Interaction Techniques”, Proc. ACM ICMI 2016, Tokyo, Japan, pp. 357–361.
P. Issartel, L. Besançon, F. Gueniat, T. Isenberg, M. Ammi, “Preference Between Allocentric and Egocentric 3D Manipulation in a Locally Coupled Configuration”, Proc. ACM SUI 2016, Tokyo, Japan, pp. 79–88.
J.-B. Corrégé, C. Clavel, J. Christophe, M. Ammi, “Using Regulatory Focus Theory for a Mobile Device Renovation Application: Nudging Users Towards Building Green Houses”, Proc. Persuasive 2016, Salzburg, 6–9 Apr. 2016.
P. Issartel, L. Besançon, T. Isenberg, M. Ammi, “A Tangible Volume for Portable 3D Interaction”, Proc. ISMAR 2016 Adjunct, pp. 215–220.
M. Bobin, M. Anastassova, M. Boukallel, M. Ammi, “Study of a Smart Cup for Home Monitoring of the Arm and Hand of Stroke Patients”, Proc. ACM SIGACCESS ASSETS 2016, pp. 305–306.
M. Sereno, M. Ammi, T. Isenberg, L. Besançon, “Tangible Brush: Performing 3D Selection with Portable and Position-Aware Devices”, IEEE VIS 2016, Extended Abstract.
M. Bobin, M. Anastassova, M. Boukallel, M. Ammi, “SyMPATHy: Smart Glass for Monitoring and Guiding Stroke Patients in a Home-Based Context”, Proc. ACM EICS 2016, pp. 281–286.
A. Arnaud, J.-B. Corrégé, C. Clavel, M. Gouiffès, M. Ammi, “Exploration d’environnement virtuel sur tablette: Comparaison entre des modalités tactiles et tangibles”, Proc. IHM’2015, France, 39:1–39:6.
Y. Gaffary, J.-C. Martin, M. Ammi, “Perception of Congruent Facial and Kinesthetic Expressions of Emotions”, MeTA Workshop, In Proc. ACII’15, Xi’an, China, pp. 993–998.
Y. Gaffary, D.A.G. Jauregui, J.-C. Martin, M. Ammi, “Gestural and Postural Reactions to a Stressful Event: Design of a Haptic Stressful Stimulus”, MeTA Workshop, In Proc. ACII’15, Xi’an, China, pp. 988–992.
M.Y. Tsalamlal, M.-A. Amorim, J.-C. Martin, A. Tapus, M. Ammi, “Affective Handshake with a Humanoid Robot: How Do Participants Perceive and Combine Its Facial and Haptic Expressions?”, Proc. ACII 2015, China, pp. 334–340.
A. Girard, M. Ammi, “Haptic Designation Tool to Improve Working Strategy in Collaborative Virtual Environment”, Proc. IEEE Systems, Man, and Cybernetics (SMC) 2015, Hong Kong, pp. 1321–1328.
M. Ammi, V. Demulier, S. Caillou, Y. Gaffary, Y. Tsalamlal, J.-C. Martin, A. Tapus, “Haptic Human-Robot Affective Interaction in a Handshaking Social Protocol”, Proc. ACM/IEEE HRI 2015, Portland, USA, Mar. 2015, pp. 263–270.
P. Issartel, F. Guéniat, S. Coquillart, M. Ammi, “Perceiving Mass in Mixed Reality through Pseudo-Haptic Rendering of Newton’s Third Law”, Proc. IEEE VR 2015, pp. 41–46.
P. Issartel, F. Guéniat, M. Ammi, “A Portable Interface for Tangible Exploration of Volumetric Data”, Proc. ACM VRST 2014, pp. 209–210.
M.Y. Tsalamlal, W. Rizer, J.-C. Martin, M. Ammi, M. Ziat, “Event-Related Potentials During Air Jet Tactile Stimulation”, Cognitive Neuroscience Society Meeting, San Francisco, 2014.
A. Girard, M. Auvray, M. Ammi, “Collaborative Metaphor for Haptic Designation in Complex 3D Environments”, Proc. ACM SAP 2014, Vancouver, pp. 31–37.
Y. Gaffary, J.-C. Martin, M. Ammi, “Perception of Congruent Facial and Haptic Expressions of Emotions”, Proc. ACM SAP 2014, Vancouver, p. 135.
Y. Gaffary, J.-C. Martin, M. Ammi, “Haptic Expressions of Stress During an Interactive Game”, Proc. EuroHaptics 2014, Versailles, pp. 266–274.
M.Y. Tsalamlal, P. Issartel, N. Ouarti, M. Ammi, “HAIR: HAptic Feedback with a Mobile AIR Jet”, Proc. IEEE ICRA 2014, pp. 2699–2706.
P. Issartel, F. Guéniat, M. Ammi, “Slicing Techniques for Handheld Augmented Reality”, Proc. IEEE 3DUI 2014, pp. 39–42.
A. Girard, Y. Bellik, M. Ammi, “Comparative Study of Collaborative Methods to Control Rotation of Shared Objects”, Proc. IEEE Haptics Symposium (HAPTICS) 2014, Houston, pp. 531–537.
F. Gueniat, J. Christophe, Y. Gaffary, A. Girard, M. Ammi, “Tangible Windows for a Free Exploration of Wide 3D Virtual Environment”, Proc. ACM VRST 2013, Singapore, pp. 115–118.
Y. Gaffary, J.-C. Martin, M. Ammi, “How to Collect Haptic Expressions of Spontaneous Emotions?”, MeTA Workshop, In Proc. ACII’13, Geneva, pp. 776–779.
M.Y. Tsalamlal, N. Ouarti, J.-C. Martin, M. Ammi, “Perception of Emotions from Air Jet Based Tactile Stimulation”, Proc. ACII’13, Geneva, pp. 215–220.
M.Y. Tsalamlal, N. Ouarti, M. Ammi, “Psychophysical Study of Air-Jet-Based Tactile Stimulation”, Proc. IEEE World Haptics 2013, Daejeon, pp. 639–644.
A. Girard, Y. Bellik, M. Auvray, M. Ammi, “Collaborative Tool for Adaptative Selection”, Proc. HAID’13, Daejeon, pp. 40–49.
Y. Gaffary, M.Y. Tsalamlal, V. Eyharabide, J.-C. Martin, M. Ammi, “Comparison of Statistical Methods for the Analysis of Affective Haptic Expressions”, Proc. HAID’13, Daejeon, pp. 40–49.
M.Y. Tsalamlal, N. Ouarti, M. Ammi, “Non-Intrusive Haptic Interfaces: State-of-the-Art Survey”, Proc. HAID’13, Daejeon, pp. 1–9.
A. Girard, Y. Bellik, M. Auvray, M. Ammi, “Collaborative Adjustment of Selection Areas for Polygonal Modelling”, Proc. IEEE 3DUI’13, Orlando, Mar. 2013, pp. 135–136.
A. Girard, Y. Bellik, M. Auvray, M. Ammi, “Collaborative Approach for Dynamic Adjustment of Selection Areas in Polygonal Modelling”, Proc. ACM VRST 2012, Toronto, pp. 205–206.
J. Simard, A. Girard, A. Mayeur, M. Ammi, “How to Improve Group Performances on Colocated Synchronous Manipulation Tasks?”, Proc. IEEE HAVE’12, Munich, Oct. 2012, pp. 13–18.
A. Girard, M. Ammi, J. Simard, M. Auvray, “Haptic Designation Strategy for Collaborative Molecular Modelling”, Proc. IEEE HAVE’12, Munich, Oct. 2012, pp. 119–123.
Y. Gaffary, V. Eyharabide, J.-C. Martin, M. Ammi, “Comparison of Statistical Methods for the Analysis of Affective Haptic Expressions”, Proc. ACM SAP’12, Los Angeles, Aug. 2012, p. 128.
J. Simard, M. Ammi, “Haptic Communication Tools for Collaborative Deformation of Molecules”, Proc. EuroHaptics 2012, Tampere, Jun. 2012, pp. 517–527.
F. Gueniat, Y. Gaffary, L. Pastur, M. Ammi, “Haptic Stimulus for the Discrimination Between Intrinsic Properties of Dynamic Systems”, Proc. EuroHaptics 2012, Tampere, Jun. 2012, pp. 37–42.
M. Ammi, B. Katz, “Audio-Haptic Intermodal Coupling for Comparative Search Tasks”, Proc. IEEE HAPTICS’12, Vancouver, Mar. 2012, pp. 307–311.
A. Girard, M. Ammi, J. Simard, M. Auvray, “Improvement of Collaborative Selection in 3D Complex Environments”, Proc. IEEE HAPTICS’12, Vancouver, Mar. 4–7, 2012, pp. 281–288.
M. Ammi, B. Katz, “Design of Haptic Stimuli for Audio-Haptic Concurrent Coupling”, Proc. IEEE HAVE’11, Hebei, China, Oct. 2011, pp. 74–80.
D. Bonnet, M. Ammi, J.-C. Martin, “Haptic Communication of Emotions Through 3D Movements”, Proc. IEEE HAVE’11, Hebei, China, Oct. 2011, pp. 81–87.
J. Simard, M. Ammi, M. Auvray, “How to Improve Group Performances on Collocated Synchronous Manipulation Tasks”, Proc. Joint Virtual Reality Conference (JVRC’11), Nottingham, UK, Sep. 2011, pp. 91–94.
J. Simard, M. Ammi, “Gesture Coordination in Collaborative Tasks Through Augmented Haptic Feedthrough”, Proc. JVRC’10, Fellbach, Germany, Oct. 2010, pp. 43–50.
J. Simard, M. Ammi, M. Auvray, “Study of Synchronous and Colocated Collaboration for Search Tasks”, Proc. JVRC’10, Fellbach, Germany, Oct. 2010, pp. 51–54.
J. Simard, M. Ammi, M. Auvray, “Closely Coupled Collaboration for Search Tasks”, Proc. ACM VRST’10, Hong Kong, Nov. 2010, pp. 181–182.
B. Menelas, L. Picinali, B. Katz, P. Bourdot, M. Ammi, “Haptic Audio Guidance for Target Selection in a Virtual Environment”, Proc. HAID’09, Dresden, Germany, Sep. 2009, vol. II, pp. 1–2.
H.P. Pham, R. Chellali, M. Ammi, J.-F. Fontaine, “Frequency Modulation Based Vibrotactile Feedback for 1-D and 2-D Pointing Tasks in Virtual Reality”, Proc. IEEE RO-MAN’09, Toyama, Japan, Oct. 2009, pp. 1099–1105.
J. Simard, M. Ammi, F. Picon, P. Bourdot, “Potential Field Approach for Haptic Selection”, Proc. Graphics Interface (GI’09), Kelowna, Canada, May 2009, pp. 203–206.
B. Ménélas, M. Ammi, L. Pastur, P. Bourdot, “Haptical Exploration of an Unsteady Flow”, Proc. IEEE World Haptics 2009, Salt Lake City, USA, Mar. 2009, pp. 232–237.
M. Nouicer, M. Ammi, A. Kheddar, “Fast Algorithm for Collision Detection Between Deformable Objects”, 2nd Mediterranean Conf. on Intelligent Systems and Automation (CISA’09). In Proc. AIP Conf., Vol. 1107, Zarzis, Tunisia, Mar. 2009, pp. 311–312.
F. Picon, M. Ammi, P. Bourdot, “Force Model for CAD Selection”, Proc. ACM VRST’08, Bordeaux, France, Oct. 2008, pp. 283–284.
H.P. Pham, M. Ammi, J.-G. Fontaine, P. Bourdot, “A Framework for Building Haptic Interactions for Teleoperation Systems”, HAS’08, In Proc. International Conference on Ambient Media and Systems, Quebec City, Canada, Feb. 2008, pp. 5:1–5:10.
B. Ménélas, N. Fauvet, M. Ammi, P. Bourdot, “Direct Haptic Rendering for Large Datasets with High Gradients”, HAS’08, In Proc. International Conference on Ambient Media and Systems, Quebec City, Canada, Feb. 2008, pp. 2:1–2:9.
B. Ménélas, M. Ammi, P. Bourdot, “A Flexible Method for Haptic Rendering of Isosurface from Volumetric Data”, Proc. EuroHaptics 2008, Madrid, Spain, Jun. 2008, pp. 687–693.
F. Picon, M. Ammi, P. Bourdot, “Haptically-Aided Extrusion for Object Edition in CAD”, Proc. EuroHaptics 2008, Madrid, Spain, Jun. 2008, pp. 736–741.
B. Menelas, M. Ammi, P. Bourdot, S. Richir, “A Survey on Haptic Interaction Techniques in the Exploration of Large and Scientific Data Sets”, Proc. VRIC’08, Laval, France, Apr. 2008, pp. 31–38.
F. Picon, M. Ammi, P. Bourdot, “Case Study of Haptic Methods for Selection on CAD Models”, Proc. IEEE VR’08, Reno, USA, Mar. 2008, pp. 209–212.
N. Fauvet, M. Ammi, P. Bourdot, “Experiments of Haptic Perception Techniques for Computational Fluid Dynamics”, Haptex’07, In Proc. International Conference on Cyberworlds, Hanover, Germany, Oct. 2007, pp. 322–329.
G. Bouyer, P. Bourdot, M. Ammi, “Supervision of Task-Oriented Multimodal Rendering for VR Applications”, Proc. Eurographics Symposium on Virtual Environments (EGVE), Weimar, Germany, Jul. 2007, 1(28): 235–242.
F. Picon, P. Bourdot, M. Ammi, “Haptic Selection for Computing Aided Design”, Proc. IFF Science Days 2007, Magdeburg, Germany, pp. 97–102.
M. Ammi, A. Ferreira, “Robotic Assisted Micromanipulation System Using Virtual Fixtures and Metaphors”, Proc. IEEE ICRA’07, Rome, Italy, Apr. 2007, pp. 454–460.
P. Bourdot, G. Bouyer, N. Fauvet, M. Martin, J.-M. Vézien, M. Ammi, R. Gherbi, “CoRSAIRe: Combination of Sensorimotor Renderings for Immersive Analysis of Results”, Proc. 3rd INTUITION Workshop VR/VE & Industry – Challenges and Opportunities, Germany, 2006, p. 4.
M. Ammi, A. Ferreira, “Visual and Haptic Rendering for Intuitive Biological Cell-Injection Interface”, Proc. IEEE/RSJ IROS’06, Beijing, China, Oct. 2006.
M. Ammi, A. Ferreira, “Multimodal Virtual Fixtures and Metaphors for Dexterous Telemicromanipulation”, Proc. EuroHaptics 2006, Paris, France, pp. 433–440.
M. Ammi, A. Ferreira, J.-G. Fontaine, “Application of Virtualized Reality Techniques to Tele-Micromanipulation”, Proc. VRIC’05, Laval, France, Apr. 2005, pp. 179–185.
M. Ammi, V. Fremont, A. Ferreira, “Flexible Microscope Calibration Using Virtual Pattern for 3D Telemicromanipulation”, Proc. IEEE ICRA’05, Barcelona, Spain, Apr. 2005, pp. 3899–3904.
M. Ammi, A. Ferreira, “Realistic Visual and Haptic Rendering for Biological-Cell Injection”, Proc. IEEE ICRA’05, Barcelona, Spain, Apr. 18–22, 2005, pp. 930–935.
M. Ammi, A. Ferreira, “Virtualized Reality Interface for Tele-Micromanipulation”, Proc. IEEE ICRA’04, New Orleans, USA, May 2004, pp. 2776–2781.
M. Ammi, A. Ferreira, “Path Planning of an AFM-Based Nanomanipulator Using Virtual Force-Reflection”, Proc. IEEE/RSJ IROS’04, Sendai, Japan, Nov. 2004, pp. 577–582.
M. Ammi, A. Ferreira, “Vision-Based Extraction of Micro-Object Geometry for Micro-World Observation”, Proc. IEEE IMTC’04, Como, Italy, May 2004, pp. 767–772.
M. Ammi, A. Ferreira, “Haptically Generated Paths of an AFM-Based Nanomanipulator Using Potential Fields”, Proc. IEEE NANO’04, Munich, Germany, Aug. 2004, pp. 767–772.
M. Ammi, A. Ferreira, “Involving the Operator in the Control Strategy for Intelligent Telemicromanipulation”, Proc. IEEE/ASME AIM’03, Kobe, Japan, Jul. 2003, pp. 1315–1320.
P. Stergiopoulos, G. Moreau, M. Ammi, P. Fuchs, “A Framework for the Haptic Rendering of the Human Hand”, Proc. IEEE HAPTICS’03, Los Angeles, USA, Mar. 2003, pp. 340–347.
M. Talbi, H. Amroun, M. Ammi, Automatic Reinforcement Bar Inspection System, software deposit: IDDN.FR.001.040023.000.S.P.2024.000.20900, January 2023. License contract (DeepQual startup).
M. De Bois, M. A. El Yacoubi, M. Ammi, Multi-source adversarial transfer learning in glucose prediction for type-2 diabetic patients, 2020. URL: https://github.com/dotXem/GlucosePredictionATL — DOI: 10.5281/zenodo.3699846.
M. De Bois, M. A. El Yacoubi, M. Ammi, Interpreting deep glucose predictive models through the RETAIN architecture, 2020. DOI: 10.5281/zenodo.3951702.
M. De Bois, M. A. El Yacoubi, M. Ammi, Integration of clinical criteria into the training of deep models: Application to glucose prediction for diabetic people, 2020. URL: https://github.com/dotXem/DeepClinicalGlucosePrediction — DOI: 10.5281/zenodo.3904234.
M. De Bois, M. A. El Yacoubi, M. Ammi, CG-EGA Python Implementation, 2019. URL: https://github.com/dotXem/CG-EGA — DOI: 10.5281/zenodo.3459590.
M. De Bois, M. A. El Yacoubi, M. Ammi, GLYFE, 2019. URL: https://github.com/dotXem/GLYFE — DOI: 10.5281/zenodo.3234605.
P. Issartel, Y. Tsalamlal, M. Ammi, P-Tronics and SolidWorks Plugin, 2018. Deposit: IDDN.FR.001.460016.000.S.P.2018.000.20600.
P. Issartel, Y. Tsalamlal, M. Ammi, CuraEngine for P-Tronic, 2018. Deposit: IDDN.FR.001.460017.000.S.P.2018.000.20600.
P. Issartel, Y. Tsalamlal, M. Ammi, BCN3D Firmware for P-Tronics, 2018. Deposit: IDDN.FR.001.460018.000.S.P.2018.000.20600.
Y. Tsalamlal, P. Issartel, S. Kenzari, V. S. Nguyen, M. Ammi, Manufacture of piezoelectric components and devices with a three-dimensional printing method, Patent WO2019EP78567, 2019.
P. Issartel, L. Besançon, M. Ammi, Man/Machine Interface with 3D Graphics Applications, Patent WO2017149254, 2017.
M. Ammi, Method for Additive Manufacturing of a 3D Mechatronic Object, Patent WO2016092021, 2017.
M. Ammi, S. Pennavayre, Procédé d’évaluation de la consommation énergétique d’un bâtiment, Patent FR3049098, 2017.
M. Ammi, F. Longnos, Process and apparatus for manufacturing a mechatronic system by three-dimensional printing, Patent WO2017EP63606, 2017.
M. Ammi, N. Ouarti, Haptic System for Establishing a Contact-Free Interaction Between at Least One Part of a User’s Body and a Virtual Environment, Patent WO2014095765A3, 2016.
CFA Numia, Best Student Award (Linda Imene Boulmaali, M2 I2A), 2025.
CFA Numia, Best Student Award (Robin Pimond, M2 I2A), 2024.
IoT World, IoT LAB Award (MLmeca project), 2021.
FéDev, Demenÿ-Vaucanson Award (S. Famié), 2019.
GDR IG-RV, Best Thesis Award (L. Besançon), 2018.
ICAICS, Best Presentation Award (H. Amroun), 2018.
IEEE SMC, Second Best Student Paper (H. Amroun), 2017.
IEEE SMC, Nominated for Best Student Paper (M. Bobin), 2017.
ACM CHI, Honorable Mention Award (L. Besançon), 2017.
ACM VRST, Best Poster Award (P. Issartel), 2014.
Digiteo Forum, Best Poster Award (F. Gueniat), 2012.
Laval Virtual, Industrial Design & Simulation Award (M. Ammi), 2005.