Grégoire Lefebvre

James L. Crowley

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

2022

Transformer-Based Self-Supervised Learning for Emotion Recognition.

[BibT_eX]

[DOI]

Juan Vazquez-Rodriguez

James L. Crowley

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Networking and Applications, 2022

Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals.

[BibT_eX]

[DOI]

Juan Vazquez-Rodriguez

James L. Crowley

Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2022

2021

PSINES: Activity and Availability Prediction for Adaptive Ambient Intelligence.

[BibT_eX]

[DOI]

ACM Trans. Auton. Adapt. Syst., 2021

Improving indoor geomagnetic field fingerprinting using recurrence plot-based convolutional neural networks.

[BibT_eX]

[DOI]

Mahdi Abid

J. Locat. Based Serv., 2021

RADON: Robust Autoencoder for Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Security of Information and Networks, 2021

Improved CNN-based Magnetic Indoor Positioning System using Attention Mechanism.

[BibT_eX]

[DOI]

Mahdi Abid

Paul Compagnon

Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2021

Sequence Metric Learning as Synchronization of Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Deep Neural Networks for Indoor Geomagnetic Field Fingerprinting with Regression Approach.

[BibT_eX]

[DOI]

Mahdi Abid

Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021

2020

Learning personalized ADL recognition models from few raw data.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2020

Network Traffic Modeling For IoT-device Re-identification.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

2019

Wearables and Social Signal Processing for Smarter Public Presentations.

[BibT_eX]

[DOI]

Alaeddine Mihoub

ACM Trans. Interact. Intell. Syst., 2019

Routine Modeling with Time Series Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Personalized Posture and Fall Classification with Shallow Gated Recurrent Units.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018

Class-balanced siamese neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Inferring Availability for Communication in Smart Homes Using Context.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

A semantic event approach to enrich device-free indoor localization data.

[BibT_eX]

[DOI]

Thomas Hassan

Fano Ramparany

Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good, 2018

Attitude Estimation for Posture Detection in eHealth Services.

[BibT_eX]

[DOI]

Aida Makni

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

A Dataset of Routine Daily Activities in an Instrumented Home.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

Social Intelligence Modeling using Wearable Devices.

[BibT_eX]

[DOI]

Alaeddine Mihoub

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

Human Activity Recognition Using Place-Based Decision Fusion in Smart Homes.

[BibT_eX]

[DOI]

Proceedings of the Modeling and Using Context, 2017

2016

Recognizing Human Actions based on Extreme Learning Machines.

[BibT_eX]

[DOI]

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

A Priori Data and A Posteriori Decision Fusions for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Polar Sine Based Siamese Neural Network for Gesture Recognition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015

Siamese neural network based similarity metric for inertial gesture classification and rejection.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014

3D gesture classification with convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

BLSTM-RNN Based 3D Gesture Classification.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

Learning a bag of features based nonlinear metric for facial similarity.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012

Coupling gestures with tactile feedback: a comparative user study.

[BibT_eX]

[DOI]

Emmanuelle Boyer

Sophie Zijp-Rouzier

Proceedings of the Nordic Conference on Human-Computer Interaction, 2012

Multi-touch based video selection with an audio emotional curve.

[BibT_eX]

[DOI]

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2010

Gesture based interaction for visually-impaired people.

[BibT_eX]

[DOI]

Sylvie Vidal

Proceedings of the 6th Nordic Conference on Human-Computer Interaction 2010, 2010

A Multimodal Contact List to Enhance Remote Communication.

[BibT_eX]

[DOI]

Andrew Crossan

Sophie Zijp-Rouzier

Roderick Murray-Smith

Proceedings of the Mobile Social Signal Processing - First International Workshop, 2010

2009

overView: physically-based vibrotactile feedback for temporal information browsing.

[BibT_eX]

[DOI]

Steven Strachan

Sophie Zijp-Rouzier

Proceedings of the 11th Conference on Human-Computer Interaction with Mobile Devices and Services, 2009

2008

Fast-Learning Adaptive-Subspace Self-Organizing Map: An Application to Saliency-Based Invariant Image Feature Construction.

[BibT_eX]

[DOI]

Huicheng Zheng

IEEE Trans. Neural Networks, 2008

A probabilistic Self-Organizing Map for facial recognition.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A heterogeneous descriptor fusion process for visual concept identification.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Fusion, 2008

2007

Facial biometry by stimulating salient singularity masks.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006

Supervised Image Classification by SOM Activity Map Comparison.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

On the Basis Updating Rule of Adaptive-Subspace Self-Organizing Map (ASSOM).

[BibT_eX]

[DOI]

Huicheng Zheng

Proceedings of the Artificial Neural Networks, 2006

A Cascade of Unsupervised and Supervised Neural Networks for Natural Image Classification.

[BibT_eX]

[DOI]

Julien Ros

Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

Objectionable Image Detection by ASSOM Competition.

[BibT_eX]

[DOI]

Huicheng Zheng