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Alex Shenfield
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Automated detection of atrial fibrillation using long short-term memory network with RR interval signals
O Faust, A Shenfield, M Kareem, TR San, H Fujita, UR Acharya
Computers in biology and medicine 102, 327-335, 2018
2812018
Intelligent intrusion detection systems using artificial neural networks
A Shenfield, D Day, A Ayesh
Ict Express 4 (2), 95-99, 2018
2772018
A novel deep learning model for the detection and identification of rolling element-bearing faults
A Shenfield, M Howarth
Sensors 20 (18), 5112, 2020
1162020
Voltage sag estimation in sparsely monitored power systems based on deep learning and system area mapping
H Liao, JV Milanović, M Rodrigues, A Shenfield
IEEE transactions on power delivery 33 (6), 3162-3172, 2018
672018
A review and comparison of breast tumor cell nuclei segmentation performances using deep convolutional neural networks
A Lagree, M Mohebpour, N Meti, K Saednia, FI Lu, E Slodkowska, ...
Scientific Reports 11 (1), 8025, 2021
552021
Accurate detection of sleep apnea with long short-term memory network based on RR interval signals
O Faust, R Barika, A Shenfield, EJ Ciaccio, UR Acharya
Knowledge-Based Systems 212, 106591, 2021
552021
Evolutionary determination of experimental parameters for ptychographical imaging
A Shenfield, JM Rodenburg
Journal of Applied Physics 109 (12), 2011
532011
A novel preference articulation operator for the evolutionary multi-objective optimisation of classifiers in concealed weapons detection
S Rostami, D O’Reilly, A Shenfield, N Bowring
Information Sciences 295, 494-520, 2015
312015
Multi-objective evolution of artificial neural networks in multi-class medical diagnosis problems with class imbalance
A Shenfield, S Rostami
2017 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2017
262017
Validating the robustness of an internet of things based atrial fibrillation detection system
O Faust, M Kareem, A Shenfield, A Ali, UR Acharya
Pattern Recognition Letters 133, 55-61, 2020
212020
Computational steering of a multi-objective evolutionary algorithm for engineering design
A Shenfield, PJ Fleming, M Alkarouri
Engineering Applications of Artificial Intelligence 20 (8), 1047-1057, 2007
212007
Cma-paes: Pareto archived evolution strategy using covariance matrix adaptation for multi-objective optimisation
S Rostami, A Shenfield
2012 12th UK Workshop on Computational Intelligence (UKCI), 1-8, 2012
182012
Optimisation of maintenance scheduling strategies on the grid
A Shenfield, PJ Fleming, V Kadirkamanathan, J Allan
Annals of Operations Research 180, 213-231, 2010
152010
What faces reveal: A novel method to identify patients at risk of deterioration using facial expressions
MI Madrigal-Garcia, M Rodrigues, A Shenfield, M Singer, ...
Critical Care Medicine 46 (7), 1057-1062, 2018
142018
Multi-objective evolutionary design of robust controllers on the grid
A Shenfield, PJ Fleming
Engineering Applications of Artificial Intelligence 27, 17-27, 2014
122014
Human activity recognition making use of long short-term memory techniques
R Wainwright, A Shenfield
Athens Journal of Sciences 6 (1), 19-34, 2019
102019
A multi-tier adaptive grid algorithm for the evolutionary multi-objective optimisation of complex problems
S Rostami, A Shenfield
Soft Computing 21, 4963-4979, 2017
102017
A multi objective approach to evolving artificial neural networks for coronary heart disease classification
A Shenfield, S Rostami
2015 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2015
102015
Assessment of digital pathology imaging biomarkers associated with breast cancer histologic grade
A Lagree, A Shiner, MA Alera, L Fleshner, E Law, B Law, FI Lu, ...
Current Oncology 28 (6), 4298-4316, 2021
92021
A service oriented architecture for decision making in engineering design
A Shenfield, PJ Fleming
European Grid Conference, 334-343, 2005
82005
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