Articles with public access mandates - Paulo LisboaLearn more
Not available anywhere: 4
Spectral decomposition methods for the analysis of MRS information from human brain tumors
S Ortega-Martorell, A Vellido, PJG Lisboa, M Julià-Sapé, C Arús
The 2011 International Joint Conference on Neural Networks, 3279-3284, 2011
Mandates: Government of Spain
Comparative analysis for computer-based decision support: Case study of knee osteoarthritis
PG McCabe, I Olier, S Ortega-Martorell, I Jarman, V Baltzopoulos, ...
International Conference on Intelligent Data Engineering and Automated …, 2019
Mandates: European Commission
Robust interpretation of genomic data in chronic obstructive pulmonary disease (COPD)
J Hind, A Hussain, D Al-Jumeily, CAC Montañez, C Chalmers, P Lisboa
2018 11th International Conference on Developments in eSystems Engineering …, 2018
Mandates: US National Institutes of Health
Brain tumor pathological area delimitation through Non-negative Matrix Factorization
S Ortega-Martorell, PJG Lisboa, A Vellido, RV Simões, M Julià-Sapé, ...
2011 IEEE 11th International Conference on Data Mining Workshops, 1058-1063, 2011
Mandates: Government of Spain
Available somewhere: 29
Making machine learning models interpretable.
A Vellido, JD Martín-Guerrero, PJG Lisboa
ESANN 12, 163-172, 2012
Mandates: Government of Spain
Explaining support vector machines: a color based nomogram
V Van Belle, B Van Calster, S Van Huffel, JAK Suykens, P Lisboa
PloS one 11 (10), e0164568, 2016
Mandates: Research Foundation (Flanders), European Commission
Convex non-negative matrix factorization for brain tumor delimitation from MRSI data
S Ortega-Martorell, PJG Lisboa, A Vellido, RV Simões, M Pumarola, ...
Public Library of Science 7 (10), e47824, 2012
Mandates: Government of Spain
Modelling segmented cardiotocography time-series signals using one-dimensional convolutional neural networks for the early detection of abnormal birth outcomes
P Fergus, C Chalmers, CC Montanez, D Reilly, P Lisboa, B Pineles
IEEE Transactions on Emerging Topics in Computational Intelligence 5 (6 …, 2020
Mandates: UK Engineering and Physical Sciences Research Council
Conditional independence mapping of DIGE data reveals PDIA3 protein species as key nodes associated with muscle aerobic capacity
JG Burniston, J Kenyani, D Gray, E Guadagnin, IH Jarman, JN Cobley, ...
Journal of proteomics 106, 230-245, 2014
Mandates: US National Institutes of Health
White box radial basis function classifiers with component selection for clinical prediction models
V Van Belle, P Lisboa
Artificial intelligence in medicine 60 (1), 53-64, 2014
Mandates: Research Foundation (Flanders), European Commission
Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours
S Ortega-Martorell, PJG Lisboa, A Vellido, M Julià-Sapé, C Arús
BMC bioinformatics 13, 1-20, 2012
Mandates: Government of Spain
MRSI‐based molecular imaging of therapy response to temozolomide in preclinical glioblastoma using source analysis
T Delgado‐Goñi, S Ortega‐Martorell, M Ciezka, I Olier, AP Candiota, ...
NMR in Biomedicine 29 (6), 732-743, 2016
Mandates: Government of Spain
A novel semi-supervised methodology for extracting tumor type-specific MRS sources in human brain data
S Ortega-Martorell, H Ruiz, A Vellido, I Olier, E Romero, M Julia-Sape, ...
PloS one 8 (12), e83773, 2013
Mandates: European Commission, Government of Spain
Detecting the presence and concentration of nitrate in water using microwave spectroscopy
S Cashman, O Korostynska, A Shaw, P Lisboa, L Conroy
IEEE Sensors Journal 17 (13), 4092-4099, 2017
Mandates: Irish Research Council
Probabilistic quantum clustering
RV Casana-Eslava, PJG Lisboa, S Ortega-Martorell, IH Jarman, ...
Knowledge-Based Systems 194, 105567, 2020
Mandates: Government of Spain
Discriminant convex non-negative matrix factorization for the classification of human brain tumours
A Vilamala, PJG Lisboa, S Ortega-Martorell, A Vellido
Pattern Recognition Letters 34 (14), 1734-1747, 2013
Mandates: Government of Spain
Explainable inflation forecasts by machine learning models
S Aras, PJG Lisboa
Expert Systems with Applications 207, 117982, 2022
Mandates: Scientific and Technological Research Council of Turkey
Quantum clustering in non-spherical data distributions: Finding a suitable number of clusters
RV Casana-Eslava, IH Jarman, PJG Lisboa, JD Martín-Guerrero
Neurocomputing 268, 127-141, 2017
Mandates: Government of Spain
Synergies between low-and intermediate-redshift galaxy populations revealed with unsupervised machine learning
S Turner, M Siudek, S Salim, IK Baldry, A Pollo, SN Longmore, K Malek, ...
Monthly Notices of the Royal Astronomical Society 503 (2), 3010-3031, 2021
Mandates: US National Science Foundation, US Department of Energy, US National …
Reproducible k-means clustering in galaxy feature data from the GAMA survey
S Turner, LS Kelvin, IK Baldry, PJ Lisboa, SN Longmore, CA Collins, ...
Monthly Notices of the Royal Astronomical Society 482 (1), 126-150, 2019
Mandates: Australian Research Council, UK Science and Technology Facilities Council
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