Carl Chalmers - RankMe

51 papers B 5C 4Journal 35Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	AI-Driven Real-Time Monitoring of Ground-Nesting Birds: A Case Study on Curlew Detection Using YOLOv10. CoRR Carl Chalmers, Paul Fergus, Serge A. Wich, Steven N. Longmore, Naomi Davies Walsh, Lee Oliver, James Warrington, Julieanne Quinlan, Katie Appleby
2024	J	`jnl`	Detection of Obstructive Sleep Apnoea Using Features Extracted From Segmented Time-Series ECG Signals With a One Dimensional Convolutional Neural Network. IEEE Access Steven Thompson, Denis Reilly, Paul Fergus, Carl Chalmers
2024	J	`jnl`	Harnessing Artificial Intelligence for Wildlife Conservation. CoRR Paul Fergus, Carl Chalmers, Steve Longmore, Serge A. Wich
2024	J	`jnl`	Towards Context-Rich Automated Biodiversity Assessments: Deriving AI-Powered Insights from Camera Trap Data. CoRR Paul Fergus, Carl Chalmers, Naomi Matthews, Stuart Nixon, André Burger, Oliver Hartley, Chris Sutherland, Xavier Lambin, Steven N. Longmore, Serge A. Wich
2023	J	`jnl`	Empowering Wildlife Guardians: An Equitable Digital Stewardship and Reward System for Biodiversity Conservation Using Deep Learning and 3/4G Camera Traps. Remote. Sens. Paul Fergus, Carl Chalmers, Steven N. Longmore, Serge A. Wich, Carmen Warmenhove, Jonathan Swart, Thuto Ngongwane, André Burger, Jonathan Ledgard, Erik Meijaard
2023	J	`jnl`	Empowering Wildlife Guardians: An Equitable Digital Stewardship and Reward System for Biodiversity Conservation using Deep Learning and 3/4G Camera Traps. CoRR Paul Fergus, Carl Chalmers, Steven N. Longmore, Serge A. Wich, Carmen Warmenhove, Jonathan Swart, Thuto Ngongwane, André Burger, Jonathan Ledgard, Erik Meijaard
2023	J	`jnl`	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 Paul Fergus, Carl Chalmers, William Henderson, Danny Roberts, Atif Waraich
2023	J	`jnl`	Removing Human Bottlenecks in Bird Classification Using Camera Trap Images and Deep Learning. CoRR Carl Chalmers, Paul Fergus, Serge A. Wich, Steven N. Longmore, Naomi Davies Walsh, Philip Stephens, Chris Sutherland, Naomi Matthews, Jens Mudde, Amira Nuseibeh
2023	J	`jnl`	Removing Human Bottlenecks in Bird Classification Using Camera Trap Images and Deep Learning. Remote. Sens. Carl Chalmers, Paul Fergus, Serge A. Wich, Steven N. Longmore, Naomi Davies Walsh, Philip Stephens, Chris Sutherland, Naomi Matthews, Jens Mudde, Amira Nuseibeh
2022	J	`jnl`	Anomaly Detection Using Autoencoder Reconstruction upon Industrial Motors. Sensors Sean Givnan, Carl Chalmers, Paul Fergus, Sandra Ortega-Martorell, Tom Whalley
2022	—	`book`	Applied Deep Learning - Tools, Techniques, and Implementation Paul Fergus, Carl Chalmers
2022	J	`jnl`	Choosing an Appropriate Platform and Workflow for Processing Camera Trap Data using Artificial Intelligence. CoRR Juliana Vélez, Paula J. Castiblanco-Camacho, Michael A. Tabak, Carl Chalmers, Paul Fergus, John Fieberg
2022	J	`jnl`	Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation. IEEE Trans. Emerg. Top. Comput. Carl Chalmers, Paul Fergus, C. Aday Curbelo Montañez, Sudip Sikdar, Freya Ball, Bryony Kendall
2022	J	`jnl`	Pressure Ulcer Categorisation using Deep Learning: A Clinical Trial to Evaluate Model Performance. CoRR Paul Fergus, Carl Chalmers, William Henderson, Danny Roberts, Atif Waraich
2022	J	`jnl`	The Categorical Data Conundrum: Heuristics for Classification Problems - A Case Study on Domestic Fire Injuries. IEEE Access Denis Reilly, Mark Taylor, Paul Fergus, Carl Chalmers, Steven Thompson
2022	J	`jnl`	Understanding External Influences on Target Detection and Classification Using Camera Trap Images and Machine Learning. Sensors Sally O. A. Westworth, Carl Chalmers, Paul Fergus, Steven N. Longmore, Alex K. Piel, Serge A. Wich
2021	J	`jnl`	An Evaluation of the Factors Affecting 'Poacher' Detection with Drones and the Efficacy of Machine-Learning for Detection. Sensors Katie E. Doull, Carl Chalmers, Paul Fergus, Steve Longmore, Alex K. Piel, Serge A. Wich
2021	J	`jnl`	Misper-Bayes: A Bayesian Network Model for Missing Person Investigations. IEEE Access Denis Reilly, Mark Taylor, Paul Fergus, Carl Chalmers, Steven Thompson
2021	B	`conf`	Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning. IJCNN Carl Chalmers, Paul Fergus, Serge A. Wich, S. N. Longmore
2021	J	`jnl`	Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning. CoRR Carl Chalmers, Paul Fergus, Serge A. Wich, S. N. Longmore
2021	J	`jnl`	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. Paul Fergus, Carl Chalmers, Casimiro Aday Curbelo Montañez, Denis Reilly, Paulo Lisboa, Beth Pineles
2021	J	`jnl`	Real-Time Predictive Maintenance using Autoencoder Reconstruction and Anomaly Detection. CoRR Sean Givnan, Carl Chalmers, Paul Fergus, Sandra Ortega, Tom Whalley
2020	J	`jnl`	BMI: A Behavior Measurement Indicator for Fuel Poverty Using Aggregated Load Readings from Smart Meters. CoRR Paul Fergus, Carl Chalmers
2020	B	`conf`	Deep Learning and Genome-Wide Association Studies for the Classification of Type 2 Diabetes. IJCNN Basma Abdulaimma, Paul Fergus, Carl Chalmers, Casimiro Aday Curbelo Montañez
2020	B	`conf`	Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network. IJCNN Steven Thompson, Paul Fergus, Carl Chalmers, Denis Reilly
2020	J	`jnl`	Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network. CoRR Steven Thompson, Paul Fergus, Carl Chalmers, Denis Reilly
2020	J	`jnl`	SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity. IEEE Access Casimiro Aday Curbelo Montañez, Paul Fergus, Carl Chalmers, Nurul Hashimah Ahamed Hassain Malim, Basma Abdulaimma, Denis Reilly, Francesco Falciani
2020	J	`jnl`	Utilizing Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women. IEEE ACM Trans. Comput. Biol. Bioinform. Paul Fergus, Casimiro Aday Curbelo Montañez, Basma Abdulaimma, Paulo Lisboa, Carl Chalmers, Beth Pineles
2019	J	`jnl`	Conservation AI: Live Stream Analysis for the Detection of Endangered Species Using Convolutional Neural Networks and Drone Technology. CoRR Carl Chalmers, Paul Fergus, Serge A. Wich, C. Aday Curbelo Montañez
2019	J	`jnl`	Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation. CoRR Carl Chalmers, Paul Fergus, Casimiro Aday Curbelo Montañez, Sudip Sikdar, Freya Ball, Bryony Kendall
2019	J	`jnl`	Identifying behavioural changes for health monitoring applications using the advanced metering infrastructure. Behav. Inf. Technol. Carl Chalmers, William Hurst, Michael Mackay, Paul Fergus
2019	J	`jnl`	Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes. CoRR Paul Fergus, Carl Chalmers, Casimiro Aday Curbelo Montañez, Denis Reilly, Paulo Lisboa, Beth Pineles
2019	J	`jnl`	Remote health monitoring of elderly through wearable sensors. Multim. Tools Appl. Mohammed Al-Khafajiy, Thar Baker, Carl Chalmers, Muhammad Asim, Hoshang Kolivand, Muhammad Fahim, Atif Waraich
2019	J	`jnl`	SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity. CoRR Casimiro Aday Curbelo Montañez, Paul Fergus, Carl Chalmers, Nurul Hashimah Ahamed Hassain Malim, Basma Abdulaimma, Denis Reilly, Francesco Falciani
2018	—	`conf`	Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data. CIBB Casimiro Aday Curbelo Montañez, Paul Fergus, Carl Chalmers, Jade Hind
2018	J	`jnl`	Collaborative Pressure Ulcer Prevention: An Automated Skin Damage and Pressure Ulcer Assessment Tool for Nursing Professionals, Patients, Family Members and Carers. CoRR Paul Fergus, Carl Chalmers, David Tully
2018	B	`conf`	Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. IJCNN Casimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers
2018	J	`jnl`	Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. CoRR Casimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers
2018	J	`jnl`	Extracting Epistatic Interactions in Type 2 Diabetes Genome-Wide Data Using Stacked Autoencoder. CoRR Basma Abdulaimma, Paul Fergus, Carl Chalmers
2018	C	`conf`	Fog Computing Framework for Internet of Things Applications. DeSE Mohammed Al-Khafajiy, Thar Baker, Hilal Al-Libawy, Atif Waraich, Carl Chalmers, Omar Alfandi
2018	—	`conf`	Machine Learning Techniques for Classification of Livestock Behavior. ICONIP (4) Natasa Kleanthous, Abir Hussain, Alex Mason, Jennifer Sneddon, Andy Shaw, Paul Fergus, Carl Chalmers, Dhiya Al-Jumeily
2018	J	`jnl`	Machine learning ensemble modelling to classify caesarean section and vaginal delivery types using Cardiotocography traces. Comput. Biol. Medicine Paul Fergus, Malarvizhi Selvaraj, Carl Chalmers
2018	C	`conf`	Robust Interpretation of Genomic Data in Chronic Obstructive Pulmonary Disease (COPD). DeSE Jade Hind, Abir Hussain, Dhiya Al-Jumeily, Casimiro Aday Curbelo Montañez, Carl Chalmers, Paulo Lisboa
2018	C	`conf`	The Development of an Arches Resource Model for Recording Radiocarbon Information. DeSE Hiba Al Smadi, Fiona J. Petcher, Dhiya Al-Jumeily, Abir Jaafar Hussain, Carl Chalmers, Richard P. Jennings
2018	J	`jnl`	Utilising Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women. CoRR Paul Fergus, Casimiro Aday Curbelo Montañez, Basma Abdulaimma, Paulo Lisboa, Carl Chalmers
2017	—	`conf`	A Performance Evaluation of Systematic Analysis for Combining Multi-class Models for Sickle Cell Disorder Data Sets. ICIC (2) Mohammed Khalaf, Abir Jaafar Hussain, Dhiya Al-Jumeily, Robert Keight, Russell Keenan, Ala S. Al Kafri, Carl Chalmers, Paul Fergus, Ibrahim Olatunji Idowu
2017	—	`—`	Adaptive health monitoring using aggregated energy readings from smart meters. Carl Chalmers
2017	C	`conf`	Recurrent Neural Network Architectures for Analysing Biomedical Data Sets. DeSE Mohammed Khalaf, Abir Jaafar Hussain, Robert Keight, Dhiya Al-Jumeily, Russell Keenan, Carl Chalmers, Paul Fergus, Wafaa Salih, Dhafar Hamed Abd, Ibrahim Olatunji Idowu
2016	—	`conf`	A Smart Health Monitoring Technology. ICIC (1) Carl Chalmers, William Hurst, Michael Mackay, Paul Fergus
2015	—	`conf`	Smart Health Monitoring Using the Advance Metering Infrastructure. CIT/IUCC/DASC/PICom Carl Chalmers, William Hurst, Michael Mackay, Paul Fergus
2015	B	`conf`	Smart meter profiling for health applications. IJCNN Carl Chalmers, William Hurst, Michael Mackay, Paul Fergus