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Publications



A benchmarking framework for improving machine learning with fNIRS neuroimaging data

Johann Benerradi, supervised by Max L Wilson, Michel F Valstar and Jeremie Clos
Nottingham ePrints, 2024 (PhD thesiscode)


Jess+: AI and robotics with inclusive music-making

Craig Vear, Adrian Hazzard, Solomiya Moroz and Johann Benerradi
CHI, 2024 (urlpapercode)


Building an embodied musicking dataset for co-creative music-making

Craig Vear, Fabrizio Poltronieri, Balandino Didonato, Yawen Zhang, Johann Benerradi, Simon Hutchinson, Paul Turowski, Jethro Shell and Hossein Malekmohamadi
EvoMUSART, 2024 (urlpaperdatacode)


Exploring the impact of verbal-imagery cognitive style on web search behaviour and mental workload

Huimin Tang, Johann Benerradi, Horia A Maior, Matthew Pike, Aleksandra Landowska and Max L Wilson
CHIIR, 2024 (urlpaper)


Benchmarking framework for machine learning classification from fNIRS data

Johann Benerradi, Jeremie Clos, Aleksandra Landowska, Michel F Valstar and Max L Wilson
Frontiers in Neuroergonomics, 2023 (urlpaperpostercode)


Understanding the ethical concerns for neurotechnology in the future of work

Wendy Martinez, Johann Benerradi, Serena Midha, Horia A Maior and Max L Wilson
CHIWORK, 2022 (urlpaper)


Rank-1 CNN for mental workload classification from EEG

Sara Sedlar, Johann Benerradi, Côme Le Breton, Rachid Deriche, Théodore Papadopoulo and Max L Wilson
NEC, 2021 (urlabstractposter)


Benchmarking framework for machine learning with fNIRS

Johann Benerradi, Jeremie Clos, Aleksandra Landowska, Michel F Valstar and Max L Wilson
NEC, 2021 (urlabstractpresentation)


Exploring machine learning approaches for classifying mental workload using fNIRS data from HCI tasks

Johann Benerradi, Horia A Maior, Adrian Marinescu, Jeremie Clos and Max L Wilson
Halfway to the Future, 2019 (urlpaperpostercode)


Mesure de l’attention auditive par électroencéphalographie (Measuring auditory attention with electroencephalography)

Johann Benerradi, supervised by Maureen Clerc
Archive Ouverte HAL, 2019 (urlMSc thesis)


Decomposition of the Lambda-wave using EEG and eye-tracking data coregistration

Johann Benerradi, Victor Maurandi, Ronald Phlypo, Bertrand Rivet and Anne Guerin-Dugue
Grenoble Workshop on Models and Analysis of Eye Movements, 2018 (urlabstractposter)