Julien Cumin

According to our database, Julien Cumin authored at least 17 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multi-subject human activities: A survey of recognition and evaluation methods based on a formal framework.

Luca Arrotta, Gabriele Civitarese, Xi Chen, Julien Cumin, Claudio Bettini

Expert Syst. Appl., 2025

2024

Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition.

Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition.

Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz

Proceedings of the 30th IEEE International Conference on Parallel and Distributed Systems, 2024

2023

Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition.

Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley

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

2022

Maisons Collaboratives (démonstration).

Julien Cumin, Fano Ramparany, Iago Felipe Trentin, Olivier Boissier

Proceedings of the SMA et Smart Cities, 2022

Transformer-Based Self-Supervised Learning for Emotion Recognition.

Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley

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

Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals.

Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley

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

2021

PSINES: Activity and Availability Prediction for Adaptive Ambient Intelligence.

Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley

ACM Trans. Auton. Adapt. Syst., 2021

Collaborative Homes.

Fano Ramparany, Iago Felipe Trentin, Julien Cumin, Olivier Boissier

Proceedings of the All the Agents Challenge (ATAC 2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

2018

Recognizing and predicting activities in smart homes. (Reconnaissance et prédiction d'activités dans la maison connectée).

Julien Cumin

PhD thesis, 2018

Inferring Availability for Communication in Smart Homes Using Context.

Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley

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

2017

A Dataset of Routine Daily Activities in an Instrumented Home.

Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

Data Exploration with SQL using Machine Learning Techniques.

Julien Cumin, Jean-Marc Petit, Vasile-Marian Scuturici, Sabina Surdu

Proceedings of the 20th International Conference on Extending Database Technology, 2017

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

Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley

Proceedings of the Modeling and Using Context, 2017

2016

Recognizing Human Actions based on Extreme Learning Machines.

Grégoire Lefebvre, Julien Cumin

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.

Julien Cumin, Grégoire Lefebvre

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

Requêtes discriminantes pour l'exploration des données.

Julien Cumin, Jean-Marc Petit, Fabien Rouge, Vasile-Marian Scuturici, Christian Surace, Sabina Surdu

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016