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Article

Valeriano, Maria Gabriela and Matran-Fernandez, Ana and Veiga Kiffer, Carlos Roberto and Lorena, Ana Carolina (2024) Understanding the performance of machine learning models from data-to patient-level. Journal of Data and Information Quality. DOI https://doi.org/10.1145/3687267

Lotun, Shaaba and Lamarche, Veronica M and Matran-Fernandez, Ana and Sandstrom, Gillian M (2024) People perceive parasocial relationships to be effective at fulfilling emotional needs. Scientific Reports, 14 (1). 8185-. DOI https://doi.org/10.1038/s41598-024-58069-9

Lotun, Shaaba and Lamarche, Veronica and Samothrakis, Spyridon and Sandstrom, Gillian and Matran-Fernandez, Ana (2022) Parasocial relationships on YouTube reduce prejudice towards mental health issues. Scientific Reports, 12 (1). 16565-. DOI https://doi.org/10.1038/s41598-022-17487-3

Daly, Ian and Matran-Fernandez, Ana and Valeriani, Davide and Lebedev, Mikhail and Kübler, Andrea (2021) Editorial: Datasets for Brain-Computer Interface Applications. Frontiers in Neuroscience, 15. 732165-. DOI https://doi.org/10.3389/fnins.2021.732165

Malesevic, Nebojsa and Björkman, Anders and Andersson, Gert S and Matran-Fernandez, Ana and Citi, Luca and Cipriani, Christian and Antfolk, Christian (2020) A database of multi-channel intramuscular electromyogram signals during isometric hand muscles contractions. Scientific Data, 7 (1). 10-. DOI https://doi.org/10.1038/s41597-019-0335-8

Matran-Fernandez, Ana and Rodriguez Martinez, Itzel Jared and Poli, Riccardo and Cipriani, Christian and Citi, Luca (2019) SEEDS, simultaneous recordings of high-density EMG and finger joint angles during multiple hand movements. Scientific Data, 6 (1). 186-. DOI https://doi.org/10.1038/s41597-019-0200-9

Matran-Fernandez, Ana and Poli, Riccardo (2017) Towards the automated localisation of targets in rapid image-sifting by collaborative brain-computer interfaces. PLoS ONE, 12 (5). e0178498-e0178498. DOI https://doi.org/10.1371/journal.pone.0178498

Matran-Fernandez, Ana and Poli, Riccardo (2017) Brain-Computer Interfaces for Detection and Localization of Targets in Aerial Images. IEEE Transactions on Biomedical Engineering, 64 (4). pp. 959-969. DOI https://doi.org/10.1109/TBME.2016.2583200

Book Section

Valeriani, Davide and Matran-Fernandez, Ana (2018) Past and Future of Multi-Mind Brain-Computer Interfaces. In: Brain-Computer Interfaces Handbook: Technological and Theoretical Advances. CRC Press, Boca Raton, pp. 685-700. ISBN 9781498773430.

Matran-Fernandez, A and Valeriani, D and Poli, R (2016) Toward BCIs Out of the Lab: Impact of Motion Artifacts on Brain-Computer Interface Performance. In: Wireless Medical Systems and Algorithms: Design and Applications. CRC Press, pp. 219-240. ISBN 978-1-4987-0076-4.

Conference or Workshop Item

Tates, Alberto and Matran-Fernandez, Ana and Halder, Sebastian and Daly, Ian (2024) Wavelet packet decomposition to extract frequency features from speech imagery. In: 9th Graz Brain-computer interface Conference 2024 (GBCIC2024), 2024-09-09 - 2024-09-12, Graz, Austria. (In Press)

Matran-Fernandez, Ana and Halder, Sebastian (2024) Data-driven detection of memory encoding from EEG in an audiovisual task. In: NeuroErgonomics Conference, 2024-07-08 - 2024-07-12, Bourdeaux, France.

Sweeney, Lorin and Constantin, Mihai Gabriel and Demarty, Claire-Hélène and Fosco, Camilo and Garcia Seco De Herrera, Alba and Halder, Sebastian and Healy, Graham and Ionescu, Bogdan and Matran-Fernandez, Ana and Smeaton, Alan F and Sultana, Mushfika (2023) Overview of The MediaEval 2022 Predicting Video Memorability Task. In: MediaEval, 2023-01-12 - 2023-01-13, Bergen, Norway.

Samothrakis, Spyridon and Matran-Fernandez, Ana and Abdullahi, Umar and Fairbank, Michael and Fasli, Maria (2022) Grokking-like effects in counterfactual inference. In: 2022 International Joint Conference on Neural Networks (IJCNN), 2022-07-18 - 2022-07-23, Padua, Italy.

Garcia Vellisca, Mariano and Matran-Fernandez, Ana and Poli, Riccardo and Citi, Luca (2021) Hand-movement Prediction from EMG with LSTM-Recurrent Neural Networks. In: Global Medical Engineering Physics Exchanges/Pan American Health Care Exchanges (GMEPE/PAHCE), 2021-03-15 - 2021-03-20.

Savran Kiziltepe, Rukiye and Constantin, Mihai Gabriel and Demarty, Claire-Hélène and Healy, Graham and Fosco, Camilo and Garcia Seco De Herrera, Alba and Halder, Sebastian and Ionescu, Bogdan and Matran-Fernandez, Ana and Smeaton, Alan F and Sweeney, Lorin (2021) Overview of The MediaEval 2021 Predicting Media Memorability Task. In: MediaEval Multimedia Evaluation benchmark (MediaEval), 2021-12-13 - 2021-12-15. (In Press)

Sweeney, Lorin and Matran-Fernandez, Ana and Halder, Sebastian and Garcia Seco De Herrera, Alba and Smeaton, Alan and Healy, Graham (2021) Overview of the EEG Pilot Subtask at MediaEval 2021: Predicting Media Memorability. In: MediaEval Multimedia Evaluation benchmark (MediaEval), 2021-12-13 - 2021-12-15.

Matran-Fernandez, A and Mastinu, E and Poli, R and Ortiz-Catalan, M and Citi, L (2018) Crosstalk Reduction in Epimysial EMG Recordings from Transhumeral Amputees with Principal Component Analysis. In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018-07-18 - 2018-07-21, Honolulu, HI, USA.

Valeriani, Davide and Matran-Fernandez, Ana (2015) Towards a wearable device for controlling a smartphone with eye winks. In: 2015 7th Computer Science and Electronic Engineering (CEEC), 2015-09-24 - 2015-09-25.

Matran-Fernandez, Ana and Poli, Riccardo (2015) Event-Related Potentials induced by cuts in feature movies and their exploitation for understanding cut efficacy. In: 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 2015-04-22 - 2015-04-24.

Matran-Fernandez, Ana and Poli, Riccardo (2014) Collaborative brain-computer interfaces for target localisation in rapid serial visual presentation. In: 2014 6th Computer Science and Electronic Engineering Conference (CEEC), 2014-09-25 - 2014-09-26.

Matran-Fernandez, Ana and Poli, Riccardo and Cinel, Caterina (2013) Collaborative brain-computer interfaces for the automatic classification of images. In: 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER), 2013-11-06 - 2013-11-08.

Stoica, A and Matran-Fernandez, A and Andreou, D and Poli, R and Cinel, C and Iwashita, Y and Padgett, C (2013) Multi-brain fusion and applications to intelligence analysis. In: SPIE Defense, Security, and Sensing, ? - ?.

Poli, Riccardo and Cinel, Caterina and Matran-Fernandez, Ana and Sepulveda, Francisco and Stoica, Adrian (2013) Towards cooperative brain-computer interfaces for space navigation. In: IUI '13: 18th International Conference on Intelligent User Interfaces, ? - ?.

Thesis

Matran-Fernandez, Ana (2017) Collaborative Brain-Computer Interfaces in Rapid Image Presentation and Motion Pictures. PhD thesis, University of Essex.