Article

Lisboa, PJG (2023) Open your black box classifier. Healthcare Technology Letters. ISSN 2053-3713

Walters, B, Ortega-Martorell, S, Olier, I and Lisboa, PJG (2023) How to Open a Black Box Classifier for Tabular Data. Algorithms, 16 (4).

Lisboa, PJG, Jayabalan, M, Ortega-Martorell, S, Olier, I, Medved, D and Nilsson, J (2022) Enhanced survival prediction using explainable artificial intelligence in heart transplantation. Scientific Reports, 12 (1). ISSN 2045-2322

Ortega Martorell, S, Riley, P, Olier-Caparroso, I, Raidou, RG, Casaña-Eslava, RV, Rea, M, Shen, L, Lisboa, PJG and Palmieri, C (2022) Breast cancer patient characterisation and visualisation using deep learning and fisher information networks. Scientific Reports, 12 (1). p. 14004. ISSN 2045-2322

Casaña-Eslava, RV, Jarman, IH, Ortega-Martorell, S, Lisboa, PJG and Martín-Guerrero, JD (2020) Music genre profiling based on Fisher manifolds and Probabilistic Quantum Clustering. Neural Computing and Applications. ISSN 0941-0643

Ackermans, TMA, Francksen, NC, Casaña-Eslava, RV, Lees, C, Baltzopoulos, V, Lisboa, PJG, Hollands, MA, O'Brien, TD and Maganaris, CN (2020) Stair negotiation behaviour of older individuals: Do step dimensions matter? Journal of Biomechanics. ISSN 1873-2380

Ackermans, TMA, Francksen, NC, Casaña-Eslava, RV, Lees, C, Baltzopoulos, V, Lisboa, PJG, Hollands, MA, O'Brien, TD and Maganaris, CN (2019) A novel multivariate approach for biomechanical profiling of stair negotiation. Experimental Gerontology. ISSN 0531-5565

Conference or Workshop Item

Lisboa, PJG, Saralajew, S, Vellido, A and Villmann, T (2021) The Coming of Age of Interpretable and Explainable Machine Learning Models. In: ESANN 2021 proceedings European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning . (ESANN 2021 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 06 October 2021 - 08 October 2021, Online).

Walters, B, Ortega-Martorell, S, Olier, I and Lisboa, PJG (2021) The partial response SVM. In: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning . (ESANN 2021 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 06 October 2021 - 08 October 2021, Online).

Dobbins, CM, Fairclough, SH, Lisboa, PJG and Navarro, FFG (2018) A Lifelogging Platform Towards Detecting Negative Emotions in Everyday Life using Wearable Devices. In: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) . (2018 IEEE International Conference on Pervasive Computing and Communications (PerCom’18), 19 March 2018 - 23 March 2018, Athens, Greece).

Bacciu, D, Lisboa, PJG, Martín, JD, Stoean, R and Vellido, A Bioinformatics and Medicine in the Era of Deep Learning. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 25-27th April 2018, Bruges, Belgium. (Accepted)