Esma Mansouri-Benssassi

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Spiking Neural Networks

Emotion Recognition

User Intervention

Machine Learning Models

Top Venues

Publications

Esma Mansouri-Benssassi, Juan Ye
Investigating Multisensory Integration in Emotion Recognition Through Bio-Inspired Computational Models. IEEE Trans. Affect. Comput. 14 (2) (2023)
Kwun Ho Ngan, James Phelan, Esma Mansouri-Benssassi, Joe Townsend, Artur S. d'Avila Garcez
Closing the Neural-Symbolic Cycle: Knowledge Extraction, User Intervention and Distillation from Convolutional Neural Networks. NeSy (2023)
Emily Jefferson, James Liley, Maeve Malone, Smarti Reel, Alba Crespi-Boixader, Xaroula Kerasidou, Francesco Tava, Andrew McCarthy, Richard Preen, Alberto Blanco-Justicia, Esma Mansouri-Benssassi, Josep Domingo-Ferrer, Jillian Beggs, Antony Chuter, Christian Cole, Felix Ritchie, Angela Daly, Simon Rogers, Jim Smith
GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs). CoRR (2022)
Esma Mansouri-Benssassi, Juan Ye
Generalisation and robustness investigation for facial and speech emotion recognition using bio-inspired spiking neural networks. Soft Comput. 25 (3) (2021)
Esma Mansouri-Benssassi, Simon Rogers, Jim Smith, Felix Ritchie, Emily Jefferson
Machine Learning Models Disclosure from Trusted Research Environments (TRE), Challenges and Opportunities. CoRR (2021)
Esma Mansouri-Benssassi, Juan Ye
Synch-Graph: Multisensory Emotion Recognition Through Neural Synchrony via Graph Convolutional Networks. AAAI (2020)
Esma Mansouri-Benssassi, Juan Ye
Speech Emotion Recognition With Early Visual Cross-modal Enhancement Using Spiking Neural Networks. IJCNN (2019)
Esma Mansouri-Benssassi, Juan-Carlos Gomez, LouAnne E. Boyd, Gillian R. Hayes, Juan Ye
Wearable Assistive Technologies for Autism: Opportunities and Challenges. IEEE Pervasive Comput. 17 (2) (2018)
Esma Mansouri-Benssassi, Juan Ye
Bio-Inspired Spiking Neural Networks for Facial Expression Recognition: Generalisation Investigation. TPNC (2018)
Esma Mansouri-Benssassi
A decentralised multimodal integration of social signals: a bio-inspired approach. ICMI (2017)