| Machine learning approaches for the prediction of obesity using publicly available genetic profiles CAC Montañez, P Fergus, A Hussain, D Al-Jumeily, B Abdulaimma, ... 2017 International Joint Conference on Neural Networks (IJCNN), 2743-2750, 2017 | 76 | 2017 |
| Detecting activities of daily living and routine behaviours in dementia patients living alone using smart meter load disaggregation C Chalmers, P Fergus, CAC Montanez, S Sikdar, F Ball, B Kendall IEEE Transactions on Emerging Topics in Computing 10 (1), 157-169, 2020 | 70 | 2020 |
| A machine learning approach for detecting unemployment using the smart metering infrastructure CAC Montañez, W Hurst IEEE Access 8, 22525-22536, 2020 | 39 | 2020 |
| Video analysis for the detection of animals using convolutional neural networks and consumer-grade drones C Chalmers, P Fergus, CA Curbelo Montanez, SN Longmore, SA Wich Journal of Unmanned Vehicle Systems 9 (2), 112-127, 2021 | 30 | 2021 |
| Time-pattern profiling from smart meter data to detect outliers in energy consumption W Hurst, CAC Montañez, N Shone IoT 1 (1), 6, 2020 | 26 | 2020 |
| An ensemble detection model using multinomial classification of stochastic gas smart meter data to improve wellbeing monitoring in smart cities W Hurst, CAC Montanez, N Shone, D Al-Jumeily IEEE Access 8, 7877-7898, 2020 | 14 | 2020 |
| SAERMA: stacked autoencoder rule mining algorithm for the interpretation of epistatic interactions in GWAS for extreme obesity CAC Montañez, P Fergus, C Chalmers, NHAH Malim, B Abdulaimma, ... IEEE Access 8, 112379-112392, 2020 | 13 | 2020 |
| An investigation into healthcare-data patterns A Boddy, W Hurst, M Mackay, A El Rhalibi, T Baker, CAC Montañez Future Internet 11 (2), 30, 2019 | 12 | 2019 |
| Towards an approach for fuel poverty detection from gas smart meter data using decision tree learning W Hurst, CAC Montanez, N Shone Proceedings of the 3rd International Conference on Information Management …, 2020 | 9 | 2020 |
| Evaluation of phenotype classification methods for obesity using direct to consumer genetic data CA Curbelo Montañez, P Fergus, A Hussain, D Al-Jumeily, MT Dorak, ... Intelligent Computing Theories and Application: 13th International …, 2017 | 9 | 2017 |
| Analysis of extremely obese individuals using deep learning stacked autoencoders and genome-wide genetic data CA Curbelo Montañez, P Fergus, C Chalmers, J Hind International Meeting on Computational Intelligence Methods for …, 2018 | 7 | 2018 |
| Dhiya Al-Jumeily, Basma Abdulaimma, Jade Hind, Naeem Radi CAC Montanez, P Fergus, A Hussain Machine learning approaches fo r the prediction of obesity using publicly …, 2017 | 6 | 2017 |
| Profiling with smart meter data in a virtual reality setting W Hurst, CA Curbelo Montañez VISUAL 2019, 27, 2019 | 5 | 2019 |
| A robust method for the interpretation of genomic data J Hind, A Hussain, D Al-Jumeily, B Abdulaimma, CAC Montañez, ... 2017 International Joint Conference on Neural Networks (IJCNN), 3385-3390, 2017 | 4 | 2017 |
| Association mapping approach into type 2 diabetes using biomarkers and clinical data B Abdulaimma, A Hussain, P Fergus, D Al-Jumeily, CAC Montañez, ... Intelligent Computing Theories and Application: 13th International …, 2017 | 3 | 2017 |
| Age group detection in stochastic gas smart meter data using decision-tree learning W Hurst, CA Curbelo Montanez, D Al-Jumeily International Conference on Intelligent Computing, 593-605, 2019 | 2 | 2019 |
| Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs CA Curbelo Montañez, P Fergus, AC Montañez, A Hussain, D Al-Jumeily, ... 2018 International Joint Conference on Neural Networks (IJCNN), 2018 | 2 | 2018 |
| 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 | 1 | 2018 |
| Simulating Household Electricity Consumption M Mwansa, W Hurst, C Chalmers, Y Shen, CAC Montañez VISUAL 2019, 9, 2019 | | 2019 |
| A Genetic Analytics Framework for Risk Variant Identification to Support Intervention Strategies for People Susceptible to Polygenic Obesity and Overweight CAC Montañez, P Fergus, A Hussain, D Al-Jumeily, B Abdulaimma, ... | | |
Paul FergusProfessor of Machine Learning at Liverpool John Moores UniversityVerified email at ljmu.ac.uk