Paul Fergus
Orcid: 0000-0002-7070-4447Affiliations:
- Liverpool John Moores University, UK
According to our database1,
Paul Fergus
authored at least 133 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Detection of Obstructive Sleep Apnoea Using Features Extracted From Segmented Time-Series ECG Signals With a One Dimensional Convolutional Neural Network.
IEEE Access, 2024
2023
Empowering Wildlife Guardians: An Equitable Digital Stewardship and Reward System for Biodiversity Conservation Using Deep Learning and 3/4G Camera Traps.
Remote. Sens., 2023
Removing Human Bottlenecks in Bird Classification Using Camera Trap Images and Deep Learning.
Remote. Sens., 2023
Pressure Ulcer Categorization and Reporting in Domiciliary Settings Using Deep Learning and Mobile Devices: A Clinical Trial to Evaluate End-to-End Performance.
IEEE Access, 2023
2022
Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation.
IEEE Trans. Emerg. Top. Comput., 2022
Understanding External Influences on Target Detection and Classification Using Camera Trap Images and Machine Learning.
Sensors, 2022
Sensors, 2022
Pressure Ulcer Categorisation using Deep Learning: A Clinical Trial to Evaluate Model Performance.
CoRR, 2022
Choosing an Appropriate Platform and Workflow for Processing Camera Trap Data using Artificial Intelligence.
CoRR, 2022
The Categorical Data Conundrum: Heuristics for Classification Problems - A Case Study on Domestic Fire Injuries.
IEEE Access, 2022
Springer, ISBN: 978-3-031-04419-9, 2022
2021
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes.
IEEE Trans. Emerg. Top. Comput. Intell., 2021
An Evaluation of the Factors Affecting 'Poacher' Detection with Drones and the Efficacy of Machine-Learning for Detection.
Sensors, 2021
Real-Time Predictive Maintenance using Autoencoder Reconstruction and Anomaly Detection.
CoRR, 2021
IEEE Access, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
Utilizing Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
BMI: A Behavior Measurement Indicator for Fuel Poverty Using Aggregated Load Readings from Smart Meters.
CoRR, 2020
SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity.
IEEE Access, 2020
Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Deep Learning and Genome-Wide Association Studies for the Classification of Type 2 Diabetes.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
A First Implementation of Underwater Communications in Raw Water Using the 433 MHz Frequency Combined with a Bowtie Antenna.
Sensors, 2019
Conservation AI: Live Stream Analysis for the Detection of Endangered Species Using Convolutional Neural Networks and Drone Technology.
CoRR, 2019
Identifying behavioural changes for health monitoring applications using the advanced metering infrastructure.
Behav. Inf. Technol., 2019
Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019
2018
Extracting Epistatic Interactions in Type 2 Diabetes Genome-Wide Data Using Stacked Autoencoder.
CoRR, 2018
Collaborative Pressure Ulcer Prevention: An Automated Skin Damage and Pressure Ulcer Assessment Tool for Nursing Professionals, Patients, Family Members and Carers.
CoRR, 2018
Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data.
CoRR, 2018
Utilising Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women.
CoRR, 2018
Machine learning ensemble modelling to classify caesarean section and vaginal delivery types using Cardiotocography traces.
Comput. Biol. Medicine, 2018
Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Requirements of an Underwater Sensor-Networking Platform for Environmental Monitoring.
Proceedings of the 11th International Conference on Developments in eSystems Engineering, 2018
Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018
A Data Science Methodology Based on Machine Learning Algorithms for Flood Severity Prediction.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Segmentation of Lumbar Spine MRI Images for Stenosis Detection Using Patch-Based Pixel Classification Neural Network.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Improving Type 2 Diabetes Phenotypic Classification by Combining Genetics and Conventional Risk Factors.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Machine learning approaches to the application of disease modifying therapy for sickle cell using classification models.
Neurocomputing, 2017
Neurocomputing, 2017
Machine learning approaches for the prediction of obesity using publicly available genetic profiles.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Evaluation of Phenotype Classification Methods for Obesity Using Direct to Consumer Genetic Data.
Proceedings of the Intelligent Computing Theories and Application, 2017
A Performance Evaluation of Systematic Analysis for Combining Multi-class Models for Sickle Cell Disorder Data Sets.
Proceedings of the Intelligent Computing Theories and Application, 2017
Lumbar Spine Discs Labeling Using Axial View MRI Based on the Pixels Coordinate and Gray Level Features.
Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017
Association Mapping Approach into Type 2 Diabetes Using Biomarkers and Clinical Data.
Proceedings of the Intelligent Computing Theories and Application, 2017
Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017
Detecting the Disc Herniation in Segmented Lumbar Spine MR Image Using Centroid Distance Function.
Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017
2016
Advanced artificial neural network classification for detecting preterm births using EHG records.
Neurocomputing, 2016
Evaluation of machine learning methods to predict knee loading from the movement of body segments.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
A Genetic Analytics Approach for Risk Variant Identification to Support Intervention Strategies for People Susceptible to Polygenic Obesity and Overweight.
Proceedings of the Intelligent Computing Theories and Application, 2016
A Dynamic, Modular Intelligent-Agent Framework for Astronomical Light Curve Analysis and Classification.
Proceedings of the Intelligent Computing Theories and Application, 2016
Training Neural Networks as Experimental Models: Classifying Biomedical Datasets for Sickle Cell Disease.
Proceedings of the Intelligent Computing Theories and Application, 2016
A Framework on a Computer Assisted and Systematic Methodology for Detection of Chronic Lower Back Pain Using Artificial Intelligence and Computer Graphics Technologies.
Proceedings of the Intelligent Computing Theories and Application, 2016
Proceedings of the Intelligent Computing Theories and Application, 2016
Proceedings of the Intelligent Computing Theories and Application, 2016
Proceedings of the E-Learning and Games - 10th International Conference, 2016
Proceedings of the 9th International Conference on Developments in eSystems Engineering, 2016
Statistical Analysis Methods for Interdependency Communication in Distributed Systems.
Proceedings of the 9th International Conference on Developments in eSystems Engineering, 2016
Proceedings of the International Conference on Control, 2016
2015
Int. J. Space Based Situated Comput., 2015
Dynamic neural network architecture inspired by the immune algorithm to predict preterm deliveries in pregnant women.
Neurocomputing, 2015
A classifier fusion strategy to improve the early detection of neurodegenerative diseases.
Int. J. Artif. Intell. Soft Comput., 2015
Predicting financial time series data using artificial immune system-inspired neural networks.
Int. J. Artif. Intell. Soft Comput., 2015
Advance flood detection and notification system based on sensor technology and machine learning algorithm.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
The utilisation of social media for bridging the gap between patients and pharmaceutical companies.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
Applied machine learning classifiers for medical applications: Clarifying the behavioural patterns using a variety of datasets.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
Knowledge extraction using probabilistic reasoning: An artificial neural network approach.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
A Framework to Support Ubiquitous Healthcare Monitoring and Diagnostic for Sickle Cell Disease.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015
The Utilisation of Dynamic Neural Networks for Medical Data Classifications- Survey with Case Study.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015
A Machine Learning Approach to Measure and Monitor Physical Activity in Children to Help Fight Overweight and Obesity.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015
A Position Paper on Predicting the Onset of Nocturnal Enuresis Using Advanced Machine Learning.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015
A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015
Self-organized Neural Network Inspired by the Immune Algorithm for the Prediction of Speech Signals.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015
Proceedings of the International Conference on Developments of E-Systems Engineering, 2015
Proceedings of the International Conference on Developments of E-Systems Engineering, 2015
Proceedings of the International Conference on Developments of E-Systems Engineering, 2015
Applied Difference Techniques of Machine Learning Algorithm and Web-Based Management System for Sickle Cell Disease.
Proceedings of the International Conference on Developments of E-Systems Engineering, 2015
Robust Approach for Medical Data Classification and Deploying Self-Care Management System for Sickle Cell Disease.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015
Artificial Intelligence for Detecting Preterm Uterine Activity in Gynecology and Obstetric Care.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015
SMART: An Application Framework for Real Time Big Data Analysis on Heterogeneous Cloud Environments.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015
2014
Pervasive Mob. Comput., 2014
Int. J. Crit. Infrastructures, 2014
Int. J. Crit. Infrastructures, 2014
Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2014
Proceedings of the Critical Infrastructure Protection VIII, 2014
Evaluation of Advanced Artificial Neural Network Classification and Feature Extraction Techniques for Detecting Preterm Births Using EHG Records.
Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014
Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014
Feature Analysis of Uterine Electrohystography Signal Using Dynamic Self-organised Multilayer Network Inspired by the Immune Algorithm.
Proceedings of the Intelligent Computing Theory - 10th International Conference, 2014
Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014
Exploring the Hidden Challenges Associated with the Evaluation of Multi-class Datasets Using Multiple Classifiers.
Proceedings of the Eighth International Conference on Complex, 2014
Advance Artificial Neural Network Classification Techniques Using EHG for Detecting Preterm Births.
Proceedings of the Eighth International Conference on Complex, 2014
Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014
Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014
2013
Proceedings of 10th IEEE International Conference on Networking, Sensing and Control, 2013
Proceedings of the Seventh UKSim/AMSS European Modelling Symposium, 2013
A Mobile Multimedia Application Inspired by a Spaced Repetition Algorithm for Assistance with Speech and Language Therapy.
Proceedings of the Sixth International Conference on Developments in eSystems Engineering, 2013
Proceedings of the Sixth International Conference on Developments in eSystems Engineering, 2013
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013
2012
Capturing and sharing human digital memories with the aid of ubiquitous Peer-to-Peer mobile services.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012
Proceedings of the 3rd IEEE International Conference on Networked Embedded Systems for Every Application, 2012
Proceedings of the 3rd IEEE International Conference on Networked Embedded Systems for Every Application, 2012
Creating intelligent environments to monitor and manipulate physical activity and sedentary behavior in public health and clinical settings.
Proceedings of IEEE International Conference on Communications, 2012
Remotely monitoring and preventing the development of pressure ulcers with the aid of human digital memories.
Proceedings of IEEE International Conference on Communications, 2012
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012
Proceedings of the 2012 IEEE Consumer Communications and Networking Conference (CCNC), 2012
2011
Proceedings of the Whole Body Interaction, 2011
E-Health: The Potential of Linked Data and Stream Reasoning for Personalised Healthcare.
Proceedings of the 2011 Developments in E-systems Engineering, 2011
Proceedings of the 2011 Developments in E-systems Engineering, 2011
Proceedings of the 2011 Developments in E-systems Engineering, 2011
2010
Proceedings of the 7th IEEE Consumer Communications and Networking Conference, 2010
A Wireless Home and Body Sensor Network Platform for the Early Detection of Arthritis.
Proceedings of the 7th IEEE Consumer Communications and Networking Conference, 2010
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2010
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2010
2009
A framework for physical health improvement using Wireless Sensor Networks and gaming.
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009
Proceedings of the International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, 2009
Proceedings of the Virtual and Mixed Reality, 2009
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009
2008
Proceedings of the Technologies for E-Learning and Digital Entertainment, 2008
Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008
Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008
2007
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007
Proceedings of the Home Networking, 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
2006
2005
Proceedings of the 2nd IEEE Consumer Communications and Networking Conference, 2005
2004
Proceedings of IEEE International Conference on Communications, 2004
2003
Proceedings of the Personal Wireless Communications, IFIP-TC6 8th International Conference, 2003