Mehdi Ammi

Orcid: 0000-0003-1763-4045

Affiliations:
  • LIMSI - Computer Science Laboratory for Mechanics and Engineering Sciences, Orsay, France


According to our database1, Mehdi Ammi authored at least 127 papers between 2003 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
CNN-Based Self-Attention Weight Extraction for Fall Event Prediction Using Balance Test Score.
Sensors, November, 2023

Type 2 Diabetes Detection With Light CNN From Single Raw PPG Wave.
IEEE Access, 2023

Risk assessment of diabetic retinopathy with machine and deep learning models with PPG signals and PWV.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Diabetes Detection and Management through Photoplethysmographic and Electrocardiographic Signals Analysis: A Systematic Review.
Sensors, 2022

GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes.
Medical Biol. Eng. Comput., 2022

Understanding differences between combinations of 2D and 3D input and output devices for 3D data visualization.
Int. J. Hum. Comput. Stud., 2022

Towards Real-Time 3D Editable Model Generation for Existing Indoor Building Environments on a Tablet.
Frontiers Virtual Real., 2022

Foot-to-Ground Phases Detection: A Comparison of Data Representation Formatting Methods with Respect to Adaption of Deep Learning Architectures.
Comput., 2022

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, 2022

2021
Enhancing the Interpretability of Deep Models in Healthcare Through Attention: Application to Glucose Forecasting for Diabetic People.
Int. J. Pattern Recognit. Artif. Intell., 2021

Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people.
Comput. Methods Programs Biomed., 2021

Proof of Concept: Calibration of an Overhead Line Conductors' Movements Simulation Model Using Ensemble-Based Machine Learning Model.
IEEE Access, 2021

Transfer learning of CNN-based signal quality assessment from clinical to non-clinical PPG signals.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Haptic Expression and Perception of Spontaneous Stress.
IEEE Trans. Affect. Comput., 2020

Integration of Clinical Criteria into the Training of Deep Models: Application to Glucose Prediction for Diabetic People.
CoRR, 2020

Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People.
CoRR, 2020

Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Towards an Understanding of Augmented Reality Extensions for Existing 3D Data Analysis Tools.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
Augmenting Tactile 3D Data Navigation With Pressure Sensing.
Comput. Graph. Forum, 2019

Hybrid Touch/Tangible Spatial 3D Data Selection.
Comput. Graph. Forum, 2019

Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic Children.
Proceedings of the International Joint Conference on Neural Networks, 2019

Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Model Fusion to Enhance the Clinical Acceptability of Long-Term Glucose Predictions.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
Combining Facial Expression and Touch for Perceiving Emotional Valence.
IEEE Trans. Affect. Comput., 2018

Affective Communication through Air Jet Stimulation: Evidence from Event-Related Potentials.
Int. J. Hum. Comput. Interact., 2018

On the Fly Plane Detection and Time Consistency for Indoor Building Wall Recognition Using a Tablet Equipped With a Depth Sensor.
IEEE Access, 2018

Who Used My Smart Object? A Flexible Approach for the Recognition of Users.
IEEE Access, 2018

Energy expenditure estimation through daily activity recognition using a smart-phone.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Smart cup for festival alcohol consumption awareness.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Pressure Variation Study in Human-Human and Human-Robot Handshakes: Impact of the Mood.
Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018

Smart Cup to Monitor Stroke Patients Activities During Everyday Life.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Advanced Statistical Models for Modeling Hot Water Consumption Using a Connected Boiler.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Tangible Sounds: An Audio System for Interactive Tabletops.
Proceedings of the 1st International Conference on Digital Tools & Uses Congress, 2018

Smart Objects Ecosystem for Post-Stroke Upper Limbs' Motor Functions Monitoring: How to collect objective and quantifiable data on the upper limbs' motor functions currently assessed by visual and subjectives estimations?
Proceedings of the 1st International Conference on Digital Tools & Uses Congress, 2018

How do users perceive multimodal expressions of affects?
Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2018

2017
Hybrid Tactile/Tangible Interaction for 3D Data Exploration.
IEEE Trans. Vis. Comput. Graph., 2017

Analysis of Locally Coupled 3D Manipulation Mappings Based on Mobile Device Motion.
Presence Teleoperators Virtual Environ., 2017

DNN-based approach for identification of the level of attention of the TV-viewers using IoT network.
Proceedings of the 2017 IEEE SmartWorld, 2017

SVM based approach for the assessment of elbow flexion with smart textile sensor.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Study of the viewers' TV-watching behaviors before, during and after watching a TV program using iot network.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

DNN-Based Approach for Recognition of Human Activity Raw Data in Non-Controlled Environment.
Proceedings of the IEEE International Conference on AI & Mobile Services, 2017

Design of an Emotion Elicitation Tool Using VR for Human-Avatar Interaction Studies.
Proceedings of the Intelligent Virtual Agents - 17th International Conference, 2017

Best Feature for CNN Classification of Human Activity Using IOT Network.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Recognition of Human Activity Using Paired Connected Objects.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Impact of the Positions Transition of a Smartphone on Human Activity Recognition.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Combining tactile and tangible input for 3D selection.
Proceedings of the 29th Conference on l'Interaction Homme-Machine, 2017

A Tangible Visual Accessibility Tool for Interactive Tabletops.
Proceedings of the International Conference on Computer-Human Interaction Research and Applications, 2017

Mouse, Tactile, and Tangible Input for 3D Manipulation.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Pressure-Based Gain Factor Control for Mobile 3D Interaction using Locally-Coupled Devices.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
Usability Comparison of Mouse, Touch and Tangible Inputs for 3D Data Manipulation.
CoRR, 2016

3D reconstruction of indoor building environments with new generation of tablets.
Proceedings of the 22nd ACM Conference on Virtual Reality Software and Technology, 2016

Preference Between Allocentric and Egocentric 3D Manipulation in a Locally Coupled Configuration.
Proceedings of the 2016 Symposium on Spatial User Interaction, 2016

A Tangible Volume for Portable 3D Interaction.
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016

Exploration of virtual environments on tablet: comparison between tactile and tangible interaction techniques.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Recognition of human activity using Internet of Things in a non-controlled environment.
Proceedings of the 14th International Conference on Control, 2016

Let's handshake and I'll know who you are: Gender and personality discrimination in human-human and human-robot handshaking interaction.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

SyMPATHy: smart glass for monitoring and guiding stroke patients in a home-based context.
Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2016

Study of a Smart Cup for Home Monitoring of the Arm andHand of Stroke Patients.
Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility, 2016

2015
Intermodal audio-haptic intermodal display: improvement of communication and interpersonal awareness for collaborative search tasks.
Virtual Real., 2015

Haptic communication of dimensions of emotions using air jet based tactile stimulation.
J. Multimodal User Interfaces, 2015

Perceiving mass in mixed reality through pseudo-haptic rendering of Newton's third law.
Proceedings of the 2015 IEEE Virtual Reality, 2015

Haptic Designation Tool to Improve Working Strategy in Collaborative Virtual Environment.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Exploration of a virtual environment: a comparison between tactile and tangible modalities.
Proceedings of the 27th Conference on l'Interaction Homme-Machine, 2015

Haptic Human-Robot Affective Interaction in a Handshaking Social Protocol.
Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction, 2015

Affective handshake with a humanoid robot: How do participants perceive and combine its facial and haptic expressions?
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Perception of congruent facial and kinesthetic expressions of emotions.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Gestural and Postural Reactions to Stressful Event: Design of a Haptic Stressful Stimulus.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
Comparative study of the bimanual and collaborative modes for closely coupled manipulations.
Int. J. Hum. Comput. Stud., 2014

The Impact of Combining Kinesthetic and Facial Expression Displays on Emotion Recognition by Users.
Int. J. Hum. Comput. Interact., 2014

Intermodal Audio-Haptic Metaphor: Improvement of Target Search in Abstract Environments.
Int. J. Hum. Comput. Interact., 2014

A portable interface for tangible exploration of volumetric data.
Proceedings of the 20th ACM Symposium on Virtual Reality Software and Technology, 2014

HAIR: HAptic feedback with a mobile AIR jet.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Comparative study of collaborative methods to control rotation of shared objects.
Proceedings of the IEEE Haptics Symposium, 2014

Haptic Expressions of Stress During an Interactive Game.
Proceedings of the Haptics: Neuroscience, Devices, Modeling, and Applications, 2014

Collaborative metaphor for haptic designation in complex 3D environments.
Proceedings of the ACM Symposium on Applied Perception, 2014

Perception of congruent facial and haptic expressions of emotions.
Proceedings of the ACM Symposium on Applied Perception, 2014

Slicing techniques for handheld augmented reality.
Proceedings of the IEEE Symposium on 3D User Interfaces, 2014

2013
« Canal Haptique », un projet art et science Communication multimodale d'émotions à distance.
Tech. Sci. Informatiques, 2013

Clustering approach to characterize haptic expressions of emotions.
ACM Trans. Appl. Percept., 2013

Tangible windows for a free exploration of wide 3D virtual environment.
Proceedings of the 19th ACM Symposium on Virtual Reality Software and Technology, 2013

Psychophysical study of air jet based tactile stimulation.
Proceedings of the 2013 World Haptics Conference, 2013

Non-intrusive Haptic Interfaces: State-of-the Art Survey.
Proceedings of the Haptic and Audio Interaction Design - 8th International Workshop, 2013

Visuo-haptic Tool for Collaborative Adjustment of Selections.
Proceedings of the Haptic and Audio Interaction Design - 8th International Workshop, 2013

Comparison of Statistical Methods for the Analysis of Affective Haptic Expressions.
Proceedings of the Haptic and Audio Interaction Design - 8th International Workshop, 2013

EmotionAir: Perception of Emotions from Air Jet Based Tactile Stimulation.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

How to Collect Haptic Expressions of Spontaneous Emotions? Methodological Considerations.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Poster: Collaborative adjustment of selection areas for polygonal modelling.
Proceedings of the IEEE Symposium on 3D User Interfaces, 2013

2012
Haptic interpersonal communication: improvement of actions coordination in collaborative virtual environments.
Virtual Real., 2012

Collaborative Strategies for the Search of 3-D Targets in Molecular Environments.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Collaborative approach for dynamic adjustment of selection areas in polygonal modelling.
Proceedings of the 18th ACM Symposium on Virtual Reality Software and Technology, 2012

How to improve group performances on colocated synchronous manipulation tasks?
Proceedings of the 2012 IEEE International Workshop on Haptic Audio Visual Environments and Games, 2012

Haptic designation strategy for collaborative molecular modelling.
Proceedings of the 2012 IEEE International Workshop on Haptic Audio Visual Environments and Games, 2012

Haptic Communication Tools for Collaborative Deformation of Molecules.
Proceedings of the Haptics: Perception, Devices, Mobility, and Communication, 2012

Haptic Stimulus for the Discrimination between Intrinsic Properties of Dynamic Systems.
Proceedings of the Haptics: Perception, Devices, Mobility, and Communication, 2012

Improvement of collaborative selection in 3D complex environments.
Proceedings of the 2012 IEEE Haptics Symposium, 2012

Audio-haptic intermodal coupling for comparative search tasks.
Proceedings of the 2012 IEEE Haptics Symposium, 2012

Comparison of statistical methods for analysis of affective haptic expressions.
Proceedings of the ACM Symposium on Applied Perception 2012, 2012

2011
Improvement of the recognition of facial expressions with haptic feedback.
Proceedings of the IEEE International Workshop on Haptic Audio Visual Environments and Games, 2011

Design of haptic stimuli for audio-haptic concurrent coupling.
Proceedings of the IEEE International Workshop on Haptic Audio Visual Environments and Games, 2011

2010
VR-CAD integration: Multimodal immersive interaction and advanced haptic paradigms for implicit edition of CAD models.
Comput. Aided Des., 2010

Closely coupled collaboration for search tasks.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2010

Short Paper: Study of Synchronous and Colocated Collaboration for Search Tasks.
Proceedings of the Joint Virtual Reality Conference of EGVE - EuroVR, 2010

Gesture Coordination in Collaborative Tasks through Augmented Feedthrough.
Proceedings of the Joint Virtual Reality Conference of EGVE - EuroVR, 2010

2009
Multisensory VR exploration for computer fluid dynamics in the CoRSAIRe project.
Virtual Real., 2009

Multisensory VR interaction for protein-docking in the <i>CoRSAIRe</i> project.
Virtual Real., 2009

Docking de protéines en réalité virtuelle Une approche hybride et multimodale.
Tech. Sci. Informatiques, 2009

Automatic Camera-Based Microscope Calibration for a Telemicromanipulation System Using a Virtual Pattern.
IEEE Trans. Robotics, 2009

Survey on haptic rendering of data sets: Exploration of scalar and vector fields.
J. Virtual Real. Broadcast., 2009

Frequency modulation based vibrotactile feedback for 1-D and 2-D pointing tasks in virtual reality.
Proceedings of the 18th IEEE International Symposium on Robot and Human Interactive Communication, 2009

Haptical exploration of an unsteady flow.
Proceedings of the World Haptics 2009, 2009

Potential field approach for haptic selection.
Proceedings of the Graphics Interface 2009 Conference, 2009

2008
Force model for CAD selection.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2008

Case Study of Haptic Methods for Selection on CAD Models.
Proceedings of the IEEE Virtual Reality Conference 2008 (VR 2008), 2008

Haptically-Aided Extrusion for Object Edition in CAD.
Proceedings of the Haptics: Perception, 2008

A Flexible Method for Haptic Rendering of Isosurface from Volumetric Data.
Proceedings of the Haptics: Perception, 2008

A framework for building haptic interactions for teleoperation systems.
Proceedings of the 1st International ICST Conference on Ambient Media and Systems, 2008

Direct haptic rendering for large data sets with high gradients.
Proceedings of the 1st International ICST Conference on Ambient Media and Systems, 2008

2007
Robotic Assisted Micromanipulation System using Virtual Fixtures and Metaphors.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

Supervision of Task-Oriented Multimodal Rendering for VR Applications.
Proceedings of the 10th Int. Workshop on Immersive Projection Technology, 2007

Experiments of Haptic Perception Techniques for Computational Fluid Dynamics.
Proceedings of the 2007 International Conference on Cyberworlds, 2007

2006
Biological cell injection visual and haptic interface.
Adv. Robotics, 2006

Evaluation of 3D Pseudo-Haptic Rendering using Vision for Cell Micromanipulation.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

2005
Flexible Microscope Calibration using Virtual Pattern for 3-D Telemicromanipulation.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Realistic Visual and Haptic Rendering for Biological-Cell Injection.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2004
Path planning of an AFM-based nanomanipulator using virtual force reflection.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Virtualized Reality Interface for Tele-micromanipulation.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

2003
A Framework for the Haptic Rendering of the Human Hand.
Proceedings of the 11th International Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems (HAPTICS 2003), 2003


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