Carl Chalmers

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 46

Top Venues

Liverpool John Moores University, UK (PHD)

Education History

Liverpool John Moores University, UK

PHD

Publications

Steven Thompson, Denis Reilly, Paul Fergus, Carl Chalmers
Detection of Obstructive Sleep Apnoea Using Features Extracted From Segmented Time-Series ECG Signals With a One Dimensional Convolutional Neural Network. IEEE Access 12 (2024)
Paul Fergus, Carl Chalmers, Steven N. Longmore, Serge A. Wich, Carmen Warmenhove, Jonathan Swart, Thuto Ngongwane, André Burger, Jonathan Ledgard, Erik Meijaard
Empowering Wildlife Guardians: An Equitable Digital Stewardship and Reward System for Biodiversity Conservation using Deep Learning and 3/4G Camera Traps. CoRR (2023)
Paul Fergus, Carl Chalmers, William Henderson, Danny Roberts, Atif Waraich
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 11 (2023)
Paul Fergus, Carl Chalmers, Steven N. Longmore, Serge A. Wich, Carmen Warmenhove, Jonathan Swart, Thuto Ngongwane, André Burger, Jonathan Ledgard, Erik Meijaard
Empowering Wildlife Guardians: An Equitable Digital Stewardship and Reward System for Biodiversity Conservation Using Deep Learning and 3/4G Camera Traps. Remote. Sens. 15 (11) (2023)
Carl Chalmers, Paul Fergus, Serge A. Wich, Steven N. Longmore, Naomi Davies Walsh, Philip Stephens, Chris Sutherland, Naomi Matthews, Jens Mudde, Amira Nuseibeh
Removing Human Bottlenecks in Bird Classification Using Camera Trap Images and Deep Learning. Remote. Sens. 15 (10) (2023)
Carl Chalmers, Paul Fergus, Serge A. Wich, Steven N. Longmore, Naomi Davies Walsh, Philip Stephens, Chris Sutherland, Naomi Matthews, Jens Mudde, Amira Nuseibeh
Removing Human Bottlenecks in Bird Classification Using Camera Trap Images and Deep Learning. CoRR (2023)
Sean Givnan, Carl Chalmers, Paul Fergus, Sandra Ortega-Martorell, Tom Whalley
Anomaly Detection Using Autoencoder Reconstruction upon Industrial Motors. Sensors 22 (9) (2022)
Juliana Vélez, Paula J. Castiblanco-Camacho, Michael A. Tabak, Carl Chalmers, Paul Fergus, John Fieberg
Choosing an Appropriate Platform and Workflow for Processing Camera Trap Data using Artificial Intelligence. CoRR (2022)
Sally O. A. Westworth, Carl Chalmers, Paul Fergus, Steven N. Longmore, Alex K. Piel, Serge A. Wich
Understanding External Influences on Target Detection and Classification Using Camera Trap Images and Machine Learning. Sensors 22 (14) (2022)
Carl Chalmers, Paul Fergus, C. Aday Curbelo Montañez, Sudip Sikdar, Freya Ball, Bryony Kendall
Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation. IEEE Trans. Emerg. Top. Comput. 10 (1) (2022)
Paul Fergus, Carl Chalmers, William Henderson, Danny Roberts, Atif Waraich
Pressure Ulcer Categorisation using Deep Learning: A Clinical Trial to Evaluate Model Performance. CoRR (2022)
Denis Reilly, Mark Taylor, Paul Fergus, Carl Chalmers, Steven Thompson
The Categorical Data Conundrum: Heuristics for Classification Problems - A Case Study on Domestic Fire Injuries. IEEE Access 10 (2022)
Carl Chalmers, Paul Fergus, Serge A. Wich, S. N. Longmore
Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning. CoRR (2021)
Paul Fergus, Carl Chalmers, Casimiro Aday Curbelo Montañez, Denis Reilly, Paulo Lisboa, Beth Pineles
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. 5 (6) (2021)
Carl Chalmers, Paul Fergus, Serge A. Wich, S. N. Longmore
Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning. IJCNN (2021)
Sean Givnan, Carl Chalmers, Paul Fergus, Sandra Ortega, Tom Whalley
Real-Time Predictive Maintenance using Autoencoder Reconstruction and Anomaly Detection. CoRR (2021)
Katie E. Doull, Carl Chalmers, Paul Fergus, Steve Longmore, Alex K. Piel, Serge A. Wich
An Evaluation of the Factors Affecting 'Poacher' Detection with Drones and the Efficacy of Machine-Learning for Detection. Sensors 21 (12) (2021)
Denis Reilly, Mark Taylor, Paul Fergus, Carl Chalmers, Steven Thompson
Misper-Bayes: A Bayesian Network Model for Missing Person Investigations. IEEE Access 9 (2021)
Paul Fergus, Carl Chalmers
BMI: A Behavior Measurement Indicator for Fuel Poverty Using Aggregated Load Readings from Smart Meters. CoRR (2020)
Basma Abdulaimma, Paul Fergus, Carl Chalmers, Casimiro Aday Curbelo Montañez
Deep Learning and Genome-Wide Association Studies for the Classification of Type 2 Diabetes. IJCNN (2020)
Casimiro Aday Curbelo Montañez, Paul Fergus, Carl Chalmers, Nurul Hashimah Ahamed Hassain Malim, Basma Abdulaimma, Denis Reilly, Francesco Falciani
SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity. IEEE Access 8 (2020)
Paul Fergus, Casimiro Aday Curbelo Montañez, Basma Abdulaimma, Paulo Lisboa, Carl Chalmers, Beth Pineles
Utilizing Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
Steven Thompson, Paul Fergus, Carl Chalmers, Denis Reilly
Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network. CoRR (2020)
Steven Thompson, Paul Fergus, Carl Chalmers, Denis Reilly
Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network. IJCNN (2020)
Carl Chalmers, Paul Fergus, Serge A. Wich, C. Aday Curbelo Montañez
Conservation AI: Live Stream Analysis for the Detection of Endangered Species Using Convolutional Neural Networks and Drone Technology. CoRR (2019)
Carl Chalmers, Paul Fergus, Casimiro Aday Curbelo Montañez, Sudip Sikdar, Freya Ball, Bryony Kendall
Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation. CoRR (2019)
Casimiro Aday Curbelo Montañez, Paul Fergus, Carl Chalmers, Nurul Hashimah Ahamed Hassain Malim, Basma Abdulaimma, Denis Reilly, Francesco Falciani
SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity. CoRR (2019)
Paul Fergus, Carl Chalmers, Casimiro Aday Curbelo Montañez, Denis Reilly, Paulo Lisboa, Beth Pineles
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes. CoRR (2019)
Carl Chalmers, William Hurst, Michael Mackay, Paul Fergus
Identifying behavioural changes for health monitoring applications using the advanced metering infrastructure. Behav. Inf. Technol. 38 (11) (2019)
Mohammed Al-Khafajiy, Thar Baker, Carl Chalmers, Muhammad Asim, Hoshang Kolivand, Muhammad Fahim, Atif Waraich
Remote health monitoring of elderly through wearable sensors. Multim. Tools Appl. 78 (17) (2019)
Basma Abdulaimma, Paul Fergus, Carl Chalmers
Extracting Epistatic Interactions in Type 2 Diabetes Genome-Wide Data Using Stacked Autoencoder. CoRR (2018)
Paul Fergus, Carl Chalmers, David Tully
Collaborative Pressure Ulcer Prevention: An Automated Skin Damage and Pressure Ulcer Assessment Tool for Nursing Professionals, Patients, Family Members and Carers. CoRR (2018)
Paul Fergus, Casimiro Aday Curbelo Montañez, Basma Abdulaimma, Paulo Lisboa, Carl Chalmers
Utilising Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women. CoRR (2018)
Casimiro Aday Curbelo Montañez, Paul Fergus, Carl Chalmers, Jade Hind
Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data. CIBB (2018)
Natasa Kleanthous, Abir Hussain, Alex Mason, Jennifer Sneddon, Andy Shaw, Paul Fergus, Carl Chalmers, Dhiya Al-Jumeily
Machine Learning Techniques for Classification of Livestock Behavior. ICONIP (4) (2018)
Casimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers
Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. CoRR (2018)
Mohammed Al-Khafajiy, Thar Baker, Hilal Al-Libawy, Atif Waraich, Carl Chalmers, Omar Alfandi
Fog Computing Framework for Internet of Things Applications. DeSE (2018)
Paul Fergus, Malarvizhi Selvaraj, Carl Chalmers
Machine learning ensemble modelling to classify caesarean section and vaginal delivery types using Cardiotocography traces. Comput. Biol. Medicine 93 (2018)
Casimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers
Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. IJCNN (2018)
Jade Hind, Abir Hussain, Dhiya Al-Jumeily, Casimiro Aday Curbelo Montañez, Carl Chalmers, Paulo Lisboa
Robust Interpretation of Genomic Data in Chronic Obstructive Pulmonary Disease (COPD). DeSE (2018)
Hiba Al Smadi, Fiona J. Petcher, Dhiya Al-Jumeily, Abir Jaafar Hussain, Carl Chalmers, Richard P. Jennings
The Development of an Arches Resource Model for Recording Radiocarbon Information. DeSE (2018)
Mohammed Khalaf, Abir Jaafar Hussain, Robert Keight, Dhiya Al-Jumeily, Russell Keenan, Carl Chalmers, Paul Fergus, Wafaa Salih, Dhafar Hamed Abd, Ibrahim Olatunji Idowu
Recurrent Neural Network Architectures for Analysing Biomedical Data Sets. DeSE (2017)
Mohammed Khalaf, Abir Jaafar Hussain, Dhiya Al-Jumeily, Robert Keight, Russell Keenan, Ala S. Al Kafri, Carl Chalmers, Paul Fergus, Ibrahim Olatunji Idowu
A Performance Evaluation of Systematic Analysis for Combining Multi-class Models for Sickle Cell Disorder Data Sets. ICIC (2) (2017)
Carl Chalmers, William Hurst, Michael Mackay, Paul Fergus
A Smart Health Monitoring Technology. ICIC (1) (2016)
Carl Chalmers, William Hurst, Michael Mackay, Paul Fergus
Smart meter profiling for health applications. IJCNN (2015)
Carl Chalmers, William Hurst, Michael Mackay, Paul Fergus
Smart Health Monitoring Using the Advance Metering Infrastructure. CIT/IUCC/DASC/PICom (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carl Chalmers