Casimiro Aday Curbelo Montañez

22 papers B 4C 1Journal 12Unranked 5
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
2020 J jnl
A Machine Learning Approach for Detecting Unemployment Using the Smart Metering Infrastructure.
IEEE Access
Casimiro Aday Curbelo Montañez, William Hurst
2020 J jnl
An Ensemble Detection Model Using Multinomial Classification of Stochastic Gas Smart Meter Data to Improve Wellbeing Monitoring in Smart Cities.
IEEE Access
William Hurst, Casimiro Aday Curbelo Montañez, Nathan Shone, Dhiya Al-Jumeily
2020 B conf
Deep Learning and Genome-Wide Association Studies for the Classification of Type 2 Diabetes.
IJCNN
Basma Abdulaimma, Paul Fergus, Carl Chalmers, Casimiro Aday Curbelo Montañez
2020 J jnl
SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity.
IEEE Access
Casimiro Aday Curbelo Montañez, Paul Fergus, Carl Chalmers, Nurul Hashimah Ahamed Hassain Malim, Basma Abdulaimma, Denis Reilly, Francesco Falciani
2020 — conf
Towards an Approach for Fuel Poverty Detection from Gas Smart Meter Data using Decision Tree Learning.
IMMS
William Hurst, Casimiro Aday Curbelo Montañez, Nathan Shone
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
Age Group Detection in Stochastic Gas Smart Meter Data Using Decision-Tree Learning.
ICIC (3)
William Hurst, Casimiro Aday Curbelo Montañez, Dhiya Al-Jumeily
2019 J jnl
An Investigation into Healthcare-Data Patterns.
Future Internet
Aaron Boddy, William Hurst, Michael Mackay, Abdennour El Rhalibi, Thar Baker, Casimiro Aday Curbelo Montañez
2019 J jnl
Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation.
CoRR
Carl Chalmers, Paul Fergus, Casimiro Aday Curbelo Montañez, Sudip Sikdar, Freya Ball, Bryony Kendall
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 J jnl
SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity.
CoRR
Casimiro Aday Curbelo Montañez, Paul Fergus, Carl Chalmers, Nurul Hashimah Ahamed Hassain Malim, Basma Abdulaimma, Denis Reilly, Francesco Falciani
2018 — conf
Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data.
CIBB
Casimiro Aday Curbelo Montañez, Paul Fergus, Carl Chalmers, Jade Hind
2018 J jnl
Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data.
CoRR
Casimiro Aday Curbelo Montañez, Paul Fergus, Abir Hussain, Dhiya Al-Jumeily
2018 B conf
Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs.
IJCNN
Casimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers
2018 J jnl
Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs.
CoRR
Casimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers
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
2017 B conf
A robust method for the interpretation of genomic data.
IJCNN
Jade Hind, Abir Jaafar Hussain, Dhiya Al-Jumeily, Basma Abdulaimma, Casimiro Aday Curbelo Montañez, Paulo J. G. Lisboa
2017 — conf
Association Mapping Approach into Type 2 Diabetes Using Biomarkers and Clinical Data.
ICIC (2)
Basma Abdulaimma, Abir Hussain, Paul Fergus, Dhiya Al-Jumeily, Casimiro Aday Curbelo Montañez, Jade Hind
2017 — conf
Evaluation of Phenotype Classification Methods for Obesity Using Direct to Consumer Genetic Data.
ICIC (2)
Casimiro Aday Curbelo Montañez, Paul Fergus, Abir Hussain, Dhiya Al-Jumeily, Mehmet Tevfik Dorak, Rosni Abdullah
2017 B conf
Machine learning approaches for the prediction of obesity using publicly available genetic profiles.
IJCNN
Casimiro Aday Curbelo Montañez, Paul Fergus, Abir Hussain, Dhiya Al-Jumeily, Basma Abdulaimma, Jade Hind, Naeem Radi