Paulo Lisboa

26 papers B 9C 2Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2021 J jnl
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes.
IEEE Trans. Emerg. Top. Comput. Intell.
Paul Fergus, Carl Chalmers, Casimiro Aday Curbelo Montañez, Denis Reilly, Paulo Lisboa, Beth Pineles
2021 B conf
The Coming of Age of Interpretable and Explainable Machine Learning Models.
ESANN
Paulo Lisboa, Sascha Saralajew, Alfredo Vellido, Thomas Villmann
2021 B conf
The partial response SVM.
ESANN
Bradley Walters, Sandra Ortega-Martorell, Iván Olier, Paulo Lisboa
2020 J jnl
A Novel Approach to Detecting Epistasis using Random Sampling Regularisation.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jade Hind, Paulo Lisboa, Abir Jaafar Hussain, Dhiya Al-Jumeily
2020 J jnl
Utilizing Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women.
IEEE ACM Trans. Comput. Biol. Bioinform.
Paul Fergus, Casimiro Aday Curbelo Montañez, Basma Abdulaimma, Paulo Lisboa, Carl Chalmers, Beth Pineles
2019 — conf
A Voting Ensemble Method to Assist the Diagnosis of Prostate Cancer Using Multiparametric MRI.
WSOM+
Patrick Riley, Iván Olier, Marc Rea, Paulo Lisboa, Sandra Ortega-Martorell
2019 — conf
Classifying and Grouping Mammography Images into Communities Using Fisher Information Networks to Assist the Diagnosis of Breast Cancer.
WSOM+
Meenal Srivastava, Iván Olier, Patrick Riley, Paulo Lisboa, Sandra Ortega-Martorell
2019 — conf
Comparative Analysis for Computer-Based Decision Support: Case Study of Knee Osteoarthritis.
IDEAL (2)
Philippa Grace McCabe, Iván Olier, Sandra Ortega-Martorell, Ian H. Jarman, Vasilios Baltzopoulos, Paulo Lisboa
2019 — conf
Convolutional neural network for cognitive task prediction from EEG's auditory steady state responses.
CRoNe
Daniela Montilla-Trochez, Rodrigo Salas, Alejandro Bertin, Inga Griskova-Bulanova, Paulo Lisboa, Carolina Saavedra
2019 J jnl
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes.
CoRR
Paul Fergus, Carl Chalmers, Casimiro Aday Curbelo Montañez, Denis Reilly, Paulo Lisboa, Beth Pineles
2019 B conf
Societal Issues in Machine Learning: When Learning from Data is Not Enough.
ESANN
Davide Bacciu, Battista Biggio, Paulo Lisboa, José D. Martín, Luca Oneto, Alfredo Vellido
2018 B conf
A Data Science Methodology Based on Machine Learning Algorithms for Flood Severity Prediction.
CEC
Mohammed Khalaf, Abir Jaafar Hussain, Dhiya Al-Jumeily, Thar Baker, Robert Keight, Paulo Lisboa, Paul Fergus, Ala S. Al Kafri
2018 — conf
A Lifelogging Platform Towards Detecting Negative Emotions in Everyday Life using Wearable Devices.
PerCom Workshops
Chelsea Dobbins, Stephen Fairclough, Paulo Lisboa, Félix Fernando González-Navarro
2018 B conf
Bioinformatics and medicine in the era of deep learning.
ESANN
Davide Bacciu, Paulo Lisboa, José D. Martín, Ruxandra Stoean, Alfredo Vellido
2018 B conf
Improving Type 2 Diabetes Phenotypic Classification by Combining Genetics and Conventional Risk Factors.
CEC
Basma Abdulaimma, Abir Hussain, Paul Fergus, Dhiya Al-Jumeily, Paulo Lisboa, De-Shuang Huang, Naeem Radi
2018 B conf
Predicting Freezing of Gait in Parkinsons Disease Patients Using Machine Learning.
CEC
Natasa K. Orphanidou, Abir Hussain, Robert Keight, Paulo Lisboa, Jade Hind, Haya Al-Askar
2018 C conf
Robust Interpretation of Genomic Data in Chronic Obstructive Pulmonary Disease (COPD).
DeSE
Jade Hind, Abir Hussain, Dhiya Al-Jumeily, Casimiro Aday Curbelo Montañez, Carl Chalmers, Paulo Lisboa
2018 J jnl
Utilising Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women.
CoRR
Paul Fergus, Casimiro Aday Curbelo Montañez, Basma Abdulaimma, Paulo Lisboa, Carl Chalmers
2015 J jnl
From raw data to data-analysis for magnetic resonance spectroscopy - the missing link: jMRUI2XML.
BMC Bioinform.
Victor Mocioiu, Sandra Ortega-Martorell, Iván Olier, Michal Jablonski, Jana Starcuková, Paulo Lisboa, Carles Arús, Margarida Julià-Sapé
2015 J jnl
Hybrid Neural Network Predictive-Wavelet Image Compression System.
Neurocomputing
Abir Jaafar Hussain, Dhiya Al-Jumeily, Naeem Radi, Paulo Lisboa
2015 B conf
Measuring scoring efficiency through goal expectancy estimation.
ESANN
Héctor Ruiz, Paulo Lisboa, Paul Neilson, Warren Gregson
2014 J jnl
White box radial basis function classifiers with component selection for clinical prediction models.
Artif. Intell. Medicine
Vanya Van Belle, Paulo Lisboa
2013 C conf
Automated selection of interaction effects in sparse kernel methods to predict pregnancy viability.
CIDM
Vanya Van Belle, Paulo Lisboa
2013 B conf
Research directions in interpretable machine learning models.
ESANN
Vanya Van Belle, Paulo Lisboa
2012 J jnl
Testing geographical information systems: a case study in a fire prevention support system.
J. Syst. Inf. Technol.
Mark Taylor, Emma Higgins, Paulo Lisboa
2002 — conf
Comparison of Nested Simulated Annealing and Reactive Tabu Search for Efficient Experimental Designs with Correlated Data.
COMPSTAT
Neil Coombes, Roger Payne, Paulo Lisboa