Alex Shenfield

According to our database, Alex Shenfield authored at least 21 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Object Detection in Heritage Archives Using a Human-in-Loop Concept.

Surya Kasturi, Alex Shenfield, Chris Roast, Danny Le Page, Alice Broome

Proceedings of the Advances in Computational Intelligence Systems, 2023

Anomaly Detection for the Internet-of-Medical-Things.

Alan Reji, Bernardi Pranggono, Jims Marchang, Alex Shenfield

Proceedings of the IEEE International Conference on Communications, 2023

Machine learning for mortality risk prediction with changing patient demographics.

Richard Wainwright, Alex Shenfield

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023

2022

Accurate Nuclei Segmentation in Breast Cancer Tumour Biopsies.

Surya Kasturi, William T. Tran, Alex Shenfield

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022

2021

Accurate detection of sleep apnea with long short-term memory network based on RR interval signals.

Oliver Faust, Ragab Barika, Alex Shenfield, Edward J. Ciaccio, U. Rajendra Acharya

Knowl. Based Syst., 2021

2020

A Novel Deep Learning Model for the Detection and Identification of Rolling Element-Bearing Faults.

Alex Shenfield, Martin Howarth

Sensors, 2020

Validating the robustness of an internet of things based atrial fibrillation detection system.

Oliver Faust, Murtadha Kareem, Alex Shenfield, Ali Ali, U. Rajendra Acharya

Pattern Recognit. Lett., 2020

Deep Learning Meets Cognitive Radio: Predicting Future Steps.

Alex Shenfield, Zaheer Khan, Hamed Ahmadi

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

2018

Intelligent intrusion detection systems using artificial neural networks.

Alex Shenfield, David Day, Aladdin Ayesh

ICT Express, 2018

Automated detection of atrial fibrillation using long short-term memory network with RR interval signals.

Oliver Faust, Alex Shenfield, Murtadha Kareem, Ru San Tan, Hamido Fujita, U. Rajendra Acharya

Comput. Biol. Medicine, 2018

2017

A multi-tier adaptive grid algorithm for the evolutionary multi-objective optimisation of complex problems.

Shahin Rostami, Alex Shenfield

Soft Comput., 2017

A novel hybrid differential evolution strategy applied to classifier design for mortality prediction in adult critical care admissions.

Alex Shenfield, Marcos Rodrigues, Hossam Nooreldeen, Jeronimo Moreno-Cuesta

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017

Multi-objective evolution of artificial neural networks in multi-class medical diagnosis problems with class imbalance.

Alex Shenfield, Shahin Rostami

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017

2015

A novel preference articulation operator for the Evolutionary Multi-Objective Optimisation of classifiers in concealed weapons detection.

Shahin Rostami, Dean O'Reilly, Alex Shenfield, Nicholas J. Bowring

Inf. Sci., 2015

Evaluation of Mental Workload and Familiarity in Human Computer Interaction with Integrated Development Environments using Single-Channel EEG.

Shahin Rostami, Alex Shenfield, Stephen Sigurnjak, Oluwatoyin Fakorede

Proceedings of the 26th Annual Workshop of the Psychology of Programming Interest Group, 2015

A multi objective approach to evolving artificial neural networks for coronary heart disease classification.

Alex Shenfield, Shahin Rostami

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2015

2014

Multi-objective evolutionary design of robust controllers on the grid.

Alex Shenfield, Peter J. Fleming

Eng. Appl. Artif. Intell., 2014

2012

CMA-PAES: Pareto archived evolution strategy using covariance matrix adaptation for Multi-Objective Optimisation.

Shahin Rostami, Alex Shenfield

Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

2010

Optimisation of maintenance scheduling strategies on the grid.

Alex Shenfield, Peter J. Fleming, Visakan Kadirkamanathan, Jeff Allan

Ann. Oper. Res., 2010

2007

Computational steering of a multi-objective evolutionary algorithm for engineering design.

Alex Shenfield, Peter J. Fleming, Muhammad Alkarouri

Eng. Appl. Artif. Intell., 2007

2005

A Service Oriented Architecture for Decision Making in Engineering Design.

Alex Shenfield, Peter J. Fleming

Proceedings of the Advances in Grid Computing, 2005