Personal information

Websites & social links

LJMU staff

Keywords

Innovation, Data Science, Computer Science, Telecommunication Engineering, Engineering

Countries

Spain, United Kingdom

Activities

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Employment (3)

EVM: Santa Cruz de Tenerife, Islas Canarias, ES

2021-10-01 to present | Director de Proyectos y Servicios de Datos e Innovación (Product development)
Employment
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

OWIT: Barcelona, Barcelona, ES

2020-04 to 2021-09 | Product and Service Innovation Manager (Innovation)
Employment
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Liverpool John Moores University: Liverpool, Liverpool, GB

2015-06-01 to 2019-07-31 | Research Assistant - Data Analytics for Health Care Profiling using Smart Meters (Department of Computer Science)
Employment
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Education and qualifications (3)

Liverpool John Moores University: Liverpool, Liverpool, GB

2015-06-01 to 2019-01-30 | PhD Data Science (Department of Computer Science)
Education
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Liverpool John Moores University: Liverpool, Liverpool, GB

2013-09-01 to 2014-09-01 | MSc in Wireless and Mobile Computing (Department of Computer Science)
Education
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Universidad Alfonso X El Sabio: Villanueva de la Canada, Madrid, ES

2011-06-01 | Telecommunications Engineering
Education
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Works (19)

Video analysis for the detection of animals using convolutional neural networks and consumer-grade drones

Journal of Unmanned Vehicle Systems
2021-06-01 | Journal article
Part of DOI: 10.1139/juvs-2020-0018
Part of ISSN: 2291-3467
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

A Machine Learning Approach for Detecting Unemployment Using the Smart Metering Infrastructure

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2969468
Contributors: Casimiro A. Curbelo Montanez; William Hurst
Source: check_circle
Crossref

Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes

IEEE Transactions on Emerging Topics in Computational Intelligence
2020-09-21 | Journal article
DOI: 10.1109/tetci.2020.3020061
Part of ISSN: 2471-285X
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Time-Pattern Profiling from Smart Meter Data to Detect Outliers in Energy Consumption

IoT
2020-09-03 | Journal article
DOI: 10.3390/iot1010006
Part of ISSN: 2624-831X
Source: Self-asserted source
Casimiro Adays Curbelo Montañez
grade
Preferred source (of 3)‎

Towards an Approach for Fuel Poverty Detection from Gas Smart Meter Data using Decision Tree Learning

Proceedings of the 2020 3rd International Conference on Information Management and Management Science
2020-08-07 | Conference paper
Part of DOI: 10.1145/3416028.3416034
ISBN: 9781450375467
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Deep Learning and Genome-Wide Association Studies for the Classification of Type 2 Diabetes

2020 International Joint Conference on Neural Networks (IJCNN)
2020-07 | Conference paper
Part of DOI: 10.1109/ijcnn48605.2020.9206999
ISBN: 9781728169262
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity

IEEE Access
2020-06-16 | Journal article
DOI: 10.1109/access.2020.3002923
ISSN: 2169-3536
Source: Self-asserted source
Casimiro Adays Curbelo Montañez
grade
Preferred source (of 2)‎

Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation

IEEE Transactions on Emerging Topics in Computing
2020-05-11 | Journal article
DOI: 10.1109/tetc.2020.2993177
Part of ISSN: 2168-6750
Part of ISSN: 2376-4562
Source: Self-asserted source
Casimiro Adays Curbelo Montañez
grade
Preferred source (of 2)‎

Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data

Computational Intelligence Methods for Bioinformatics and Biostatistics. CIBB 2018
2020-01-23 | Conference paper
DOI: 10.1007/978-3-030-34585-3_23
Source: Self-asserted source
Casimiro Adays Curbelo Montañez
grade
Preferred source (of 2)‎

An Ensemble Detection Model using Multinomial Classification of Stochastic Gas Smart Meter Data to Improve Wellbeing Monitoring in Smart Cities

IEEE Access
2020-01-08 | Journal article
DOI: 10.1109/access.2020.2964885
Part of ISSN: 2169-3536
Source: Self-asserted source
Casimiro Adays Curbelo Montañez
grade
Preferred source (of 2)‎

Conservation AI: Live Stream Analysis for the Detection of Endangered Species Using Convolutional Neural Networks and Drone Technology

2019-10-16 | Preprint
ARXIV: arXiv:1910.07360v1
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Age Group Detection in Stochastic Gas Smart Meter Data Using Decision-Tree Learning

Intelligent Computing Methodologies
2019-07-24 | Book chapter
DOI: 10.1007/978-3-030-26766-7_54
Part of ISBN: 978-3-030-26766-7
Source: Self-asserted source
Casimiro Adays Curbelo Montañez
grade
Preferred source (of 2)‎

An Investigation into Healthcare-Data Patterns

Future Internet
2019-01 | Journal article | Author
DOI: 10.3390/fi11020030
Contributors: Aaron Boddy; William Hurst; Michael Mackay; Abdennour El Rhalibi; Thar Baker; Casimiro Adays Curbelo Montañez
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs

2018 International Joint Conference on Neural Networks (IJCNN)
2018-10-15 | Conference paper
DOI: 10.1109/IJCNN.2018.8489048
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Robust Interpretation of Genomic Data in Chronic Obstructive Pulmonary Disease (COPD)

2018 11th International Conference on Developments in eSystems Engineering (DeSE)
2018-09 | Conference paper
DOI: 10.1109/dese.2018.00009
ISBN: 9781538667125
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Utilising Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2018-09-03 | Journal article
DOI: 10.1109/TCBB.2018.2868667
Source: Self-asserted source
Casimiro Adays Curbelo Montañez
grade
Preferred source (of 3)‎

Evaluation of Phenotype Classification Methods for Obesity Using Direct to Consumer Genetic Data

Intelligent Computing Theories and Application. ICIC 2017
2017-07-20 | Book chapter
DOI: 10.1007/978-3-319-63312-1_31
Part of ISBN: 9783319633114
Part of ISBN: 9783319633121
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

A robust method for the interpretation of genomic data

2017 International Joint Conference on Neural Networks (IJCNN)
2017-07-03 | Conference paper
DOI: 10.1109/IJCNN.2017.7966281
Source: Self-asserted source
Casimiro Adays Curbelo Montañez

Machine learning approaches for the prediction of obesity using publicly available genetic profiles

2017 International Joint Conference on Neural Networks (IJCNN)
2017-07-03 | Conference paper
DOI: 10.1109/IJCNN.2017.7966194
Source: Self-asserted source
Casimiro Adays Curbelo Montañez
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