Alex Shenfield

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 17

Top Topics

Anomaly Detection

Coronary Heart Disease

Machine Learning

Development Environments

Top Venues

Publications

Surya Kasturi, Alex Shenfield, Christopher Roast
User Insights shaping Machine Learning applied to Archives. AVI (2024)
Richard Wainwright, Alex Shenfield
Machine learning for mortality risk prediction with changing patient demographics. CIBCB (2023)
Alan Reji, Bernardi Pranggono, Jims Marchang, Alex Shenfield
Anomaly Detection for the Internet-of-Medical-Things. ICC Workshops (2023)
Surya Kasturi, Alex Shenfield, Chris Roast, Danny Le Page, Alice Broome
Object Detection in Heritage Archives Using a Human-in-Loop Concept. UKCI (2023)
Surya Kasturi, William T. Tran, Alex Shenfield
Accurate Nuclei Segmentation in Breast Cancer Tumour Biopsies. CIBCB (2022)
Oliver Faust, Ragab Barika, Alex Shenfield, Edward J. Ciaccio, U. Rajendra Acharya
Accurate detection of sleep apnea with long short-term memory network based on RR interval signals. Knowl. Based Syst. 212 (2021)
Oliver Faust, Murtadha Kareem, Alex Shenfield, Ali Ali, U. Rajendra Acharya
Validating the robustness of an internet of things based atrial fibrillation detection system. Pattern Recognit. Lett. 133 (2020)
Alex Shenfield, Zaheer Khan, Hamed Ahmadi
Deep Learning Meets Cognitive Radio: Predicting Future Steps. VTC Spring (2020)
Alex Shenfield, Martin Howarth
A Novel Deep Learning Model for the Detection and Identification of Rolling Element-Bearing Faults. Sensors 20 (18) (2020)
Alex Shenfield, David Day, Aladdin Ayesh
Intelligent intrusion detection systems using artificial neural networks. ICT Express 4 (2) (2018)
Oliver Faust, Alex Shenfield, Murtadha Kareem, Ru San Tan, Hamido Fujita, U. Rajendra Acharya
Automated detection of atrial fibrillation using long short-term memory network with RR interval signals. Comput. Biol. Medicine 102 (2018)
Shahin Rostami, Alex Shenfield
A multi-tier adaptive grid algorithm for the evolutionary multi-objective optimisation of complex problems. Soft Comput. 21 (17) (2017)
Alex Shenfield, Marcos Rodrigues, Hossam Nooreldeen, Jeronimo Moreno-Cuesta
A novel hybrid differential evolution strategy applied to classifier design for mortality prediction in adult critical care admissions. CIBCB (2017)
Alex Shenfield, Shahin Rostami
Multi-objective evolution of artificial neural networks in multi-class medical diagnosis problems with class imbalance. CIBCB (2017)
Alex Shenfield, Shahin Rostami
A multi objective approach to evolving artificial neural networks for coronary heart disease classification. CIBCB (2015)
Shahin Rostami, Alex Shenfield, Stephen Sigurnjak, Oluwatoyin Fakorede
Evaluation of Mental Workload and Familiarity in Human Computer Interaction with Integrated Development Environments using Single-Channel EEG. PPIG (2015)
Shahin Rostami, Dean O'Reilly, Alex Shenfield, Nicholas J. Bowring
A novel preference articulation operator for the Evolutionary Multi-Objective Optimisation of classifiers in concealed weapons detection. Inf. Sci. 295 (2015)
Alex Shenfield, Peter J. Fleming
Multi-objective evolutionary design of robust controllers on the grid. Eng. Appl. Artif. Intell. 27 (2014)
Shahin Rostami, Alex Shenfield
CMA-PAES: Pareto archived evolution strategy using covariance matrix adaptation for Multi-Objective Optimisation. UKCI (2012)
Alex Shenfield, Peter J. Fleming, Visakan Kadirkamanathan, Jeff Allan
Optimisation of maintenance scheduling strategies on the grid. Ann. Oper. Res. 180 (1) (2010)
Alex Shenfield, Peter J. Fleming, Muhammad Alkarouri
Computational steering of a multi-objective evolutionary algorithm for engineering design. Eng. Appl. Artif. Intell. 20 (8) (2007)
Alex Shenfield, Peter J. Fleming, Jeff Allan, Visakan Kadirkamanathan
Optimisation of Maintenance Scheduling Strategies on the Grid. CISched (2007)
Alex Shenfield, Peter J. Fleming
A Service Oriented Architecture for Decision Making in Engineering Design. EGC (2005)