Prof Paul Fergus

preprint

Chalmers C, Fergus P, Wich S, Longmore SN, Walsh ND, Oliver L, Warrington J, Quinlan J, Appleby K. 2024. AI-Driven Real-Time Monitoring of Ground-Nesting Birds: A Case Study on Curlew Detection Using YOLOv10 DOI Author Url Publisher Url

Fergus P, Chalmers C, Matthews N, Nixon S, Burger A, Hartley O, Sutherland C, Lambin X, Longmore S, Wich S. 2024. Towards Context-Rich Automated Biodiversity Assessments: Deriving AI-Powered Insights from Camera Trap Data DOI Author Url Publisher Url

Fergus P, Chalmers C, Matthews N, Nixon S, Burger A, Hartley O, Sutherland C, Lambin X, Longmore S, Wich S. 2024. Towards Context-Rich Automated Biodiversity Assessments: Deriving AI-Powered Insights from Camera Trap Data Preprints.org DOI Publisher Url

Fergus P, Chalmers C, Henderson W, Roberts D, Waraich A. 2022. Pressure Ulcer Categorisation using Deep Learning: A Clinical Trial to Evaluate Model Performance DOI Author Url

Vélez J, Castiblanco-Camacho PJ, Tabak MA, Chalmers C, Fergus P, Fieberg J. 2022. Choosing an Appropriate Platform and Workflow for Processing Camera Trap Data using Artificial Intelligence arXiv DOI

Givnan S, Chalmers C, Fergus P, Ortega S, Whalley T. 2021. Real-Time Predictive Maintenance using Autoencoder Reconstruction and Anomaly Detection DOI Author Url

Chalmers C, Fergus P, Wich S, Montanez AC. 2021. Conservation AI: Live Stream Analysis for the Detection of Endangered Species Using Convolutional Neural Networks and Drone Technology DOI Author Url

Chalmers C, Fergus P, Wich S, Longmore SN. 2021. Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning arXiv DOI

Fergus P, Chalmers C. 2020. BMI: A Behavior Measurement Indicator for Fuel Poverty Using Aggregated Load Readings from Smart Meters arXiv DOI

Thompson S, Fergus P, Chalmers C, Reilly D. 2020. Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network DOI Author Url

Montañez CAC, Fergus P, Chalmers C, Malim NAH, Abdulaimma B, Reilly D, Falciani F. 2019. SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity arXiv DOI

Fergus P, Chalmers C, Montanez CC, Reilly D, Lisboa P, Pineles B. 2019. Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes arXiv DOI

Chalmers C, Fergus P, Montanez CAC, Sikdar S, Ball F, Kendall B. 2019. Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation arXiv DOI

Abdulaimma B, Fergus P, Chalmers C. 2018. Extracting Epistatic Interactions in Type 2 Diabetes Genome-Wide Data Using Stacked Autoencoder arXiv DOI

Fergus P, Chalmers C, Tully D. 2018. Collaborative Pressure Ulcer Prevention: An Automated Skin Damage and Pressure Ulcer Assessment Tool for Nursing Professionals, Patients, Family Members and Carers arXiv DOI

Montañez CAC, Fergus P, Chalmers C, Hind J. 2018. Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data arXiv DOI

Montañez CAC, Fergus P, Montañez AC, Chalmers C. 2018. Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs arXiv DOI

Fergus P, Montanez CC, Abdulaimma B, Lisboa P, Chalmers C. 2018. Utilising Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women arXiv DOI

Journal article

Fergus P, Chalmers C, Longmore S, Wich S. 2024. Harnessing Artificial Intelligence for Wildlife Conservation Conservation, 4 :685-702 DOI Author Url Publisher Url Public Url

Kissling WD, Evans JC, Zilber R, Breeze TD, Shinneman S, Schneider LC, Chalmers C, Fergus P, Wich SA, Geelen LHWT. 2024. Development of a cost-efficient automated wildlife camera network in a European Natura 2000 site Basic and Applied Ecology, 79 :141-152 DOI Publisher Url Public Url

Thompson S, Reilly D, Fergus P, Chalmers C. 2023. Detection of Obstructive Sleep Apnoea Using Features Extracted From Segmented Time-Series ECG Signals With a One Dimensional Convolutional Neural Network IEEE Access, 12 :1076-1091 DOI Publisher Url Public Url

Fergus P, Chalmers C, Henderson W, Roberts D, Waraich A. 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, 11 :65138-65152 DOI Publisher Url Public Url

Chalmers C, Fergus P, Wich SA, Longmore SN, Walsh ND, Stephens PA, Sutherland C, Matthews N, Mudde J, Nuseibeh A. 2023. Removing Human Bottlenecks in Bird Classification Using Camera Trap Images and Deep Learning Remote Sensing, 15 :2638-2638 DOI Author Url Publisher Url Public Url

Fergus P, Chalmers C, Longmore S, Wich S, Warmenhove C, Swart J, Ngongwane T, Burger A, Ledgard J, Meijaard E. 2023. Empowering Wildlife Guardians: An Equitable Digital Stewardship and Reward System for Biodiversity Conservation using Deep Learning and 3/4G Camera Traps DOI Author Url Publisher Url Public Url

Vélez J, McShea W, Shamon H, Castiblanco-Camacho PJ, Tabak MA, Chalmers C, Fergus P, Fieberg J. 2022. An evaluation of platforms for processing camera-trap data using artificial intelligence Methods in Ecology and Evolution, 14 :459-477 DOI Publisher Url Public Url

Westworth SOA, Chalmers C, Fergus P, Longmore SN, Piel AK, Wich SA. 2022. Understanding External Influences on Target Detection and Classification Using Camera Trap Images and Machine Learning Sensors, 22 :5386-5386 DOI Author Url Publisher Url Public Url

Reilly D, Taylor M, Fergus P, Chalmers C, Thompson S. 2022. The Categorical Data Conundrum: Heuristics for Classification Problems A Case Study on Domestic Fire Injuries IEEE Access, 10 :70113-70125 DOI Publisher Url Public Url

Givnan S, Chalmers C, Fergus P, Ortega-martorell S, Whalley T. 2022. Anomaly Detection Using Autoencoder Reconstruction upon Industrial Motors Sensors, 22 :3166 DOI Author Url Publisher Url Public Url

Piel AK, Crunchant AS, Knot IE, Chalmers C, Fergus P, Mulero-Pázmány M, Wich SA. 2021. Noninvasive Technologies for Primate Conservation in the 21st Century International Journal of Primatology, DOI Author Url Publisher Url Public Url

Ryecroft S, Shaw A, Fergus P, Kot P, Hashim KS, Tang A, Moody A, Conway L. 2021. An Implementation of a Multi-Hop Underwater Wireless Sensor Network using Bowtie Antenna Karbala International Journal of Modern Science, 7 DOI Publisher Url Public Url

Doull KE, Chalmers C, Fergus P, Longmore SN, Piel AK, Wich SA. 2021. An Evaluation of the Factors Affecting 'Poacher' Detection with Drones and the Efficacy of Machine-Learning for Detection. Sensors, 21 DOI Author Url Publisher Url Public Url

Chalmers C, Fergus P, Curbelo Montañez CA, Longmore SN, Wich SA. 2021. Video Analysis for the Detection of Animals Using Convolutional Neural Networks and Consumer-Grade Drones Journal of Unmanned Vehicle Systems, DOI Publisher Url Public Url

Reilly D, Taylor MJ, Fergus P, Chalmers C, Thompson S. 2021. Misper-Bayes: A Bayesian Network Model for Missing Person Investigations IEEE Access, 9 :49990-50000 DOI Author Url Publisher Url Public Url

Fergus P, Chalmers C, Montanez CC, Reilly D, Lisboa P, Pineles B. 2020. Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes IEEE Transactions on Emerging Topics in Computational Intelligence, DOI Author Url Publisher Url Public Url

Montenaz C, Fergus P, Chalmers C, Malim N, Abdulaimma B, Reilly D, falciani F. 2020. SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity IEEE Access, DOI Author Url Publisher Url Public Url

Ryecroft S, Shaw A, Fergus P, Kot P, Hashim KS, Moody A, Conway L. 2019. A First Implementation of Underwater Communications in Raw Water Using the 433 MHz Frequency Combined with a Bowtie Antenna Sensors, 19 DOI Author Url Publisher Url Public Url

Chalmers C, Hurst W, MacKay M, Fergus P. 2019. Identifying Behavioural Changes for Health Monitoring Applications using the Advanced Metering Infrastructure Behaviour and Information Technology, DOI Author Url Publisher Url Public Url

Fergus P, Curbelo Montanez C, Abdulaimma B, Lisboa P, Chalmers C, Pineless B. 2018. Utilising Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women IEEE/ACM Transactions on Computational Biology and Bioinformatics, 17 :668-678 DOI Author Url Publisher Url Public Url

Fergus P, Malarvizhi S, Chalmers C. 2018. Machine learning Ensemble Modelling to classify caesarean section and vaginal delivery types using cardiotocography traces Ciaccio EJ. Computers in Biology and Medicine, 93 :7-16 DOI Author Url Publisher Url Public Url

Fergus P, Hussain A, Al-Jumeily D, Huang D, Bouguila N. 2017. Classification of Caesarean Section and Normal Vaginal Deliveries Using Foetal Heart Rate Signals and Advanced Machine Learning Algorithms Koprowski R. BioMedical Engineering OnLine, 16 DOI Author Url Publisher Url Public Url

Khalaf M, Hussain A, Keight R, Al-Jumeily D, Fergus P, Keenan R, Tso P. 2017. Machine Learning approaches to the application of Disease Modifying Therapy for Sickle Cell using Classification Models NEUROCOMPUTING, 228 :154-164 DOI Author Url Publisher Url Public Url

Fergus P, Hussain AJ, Hearty J, Fairclough S, Boddy L, Mackintosh K, Stratton G, Ridgers N, Al-Jumeily D, Aljaaf AJ, Lunn J. 2016. A machine learning approach to measure and monitor physical activity in children Neurocomputing, 228 :220-230 DOI Author Url Publisher Url Public Url

Al-Jumeily D, Hussain A, Abuelmaatti O, Fergus P, Lunn J. 2016. An open learning system for special needs education Knowledge Management and E-Learning, 8 :68-85 Publisher Url Public Url

Al-Jumeily D, Hussain AJ, Abuelmaatti O, Fergus P, Lunn J. 2016. An open learning system for special needs education KNOWLEDGE MANAGEMENT & E-LEARNING-AN INTERNATIONAL JOURNAL, 8 :68-85 DOI Publisher Url

Fergus P, Hussain A, Al-Jumeily D, Idowu IO, Al-Askar H. 2015. Advanced Artificial Neural Network Classification for Detecting Preterm Births Using EHG Records Heskes T. NEUROCOMPUTING, DOI Author Url Publisher Url Public Url

Fergus P, Hussain A, Hearty J, Fairclough SJ, Boddy LM, Mackintosh KA, Stratton G, Ridgers ND, Radi N. 2015. A Machine Learning Approach to Measure and Monitor Physical Activity in Children to Help Fight Overweight and Obesity Intelligent Computing Theories and Methodologies, 9226 :676-688 DOI Publisher Url Public Url

Fergus P, Hussain A, Al-Jumeily D, Radi N. 2015. A position paper on predicting the onset of nocturnal enuresis using advanced machine learning Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9226 :689-700 DOI Publisher Url Public Url

Hussain A, Fergus P, Al-Askar H, Al-Jumeily D, Jager F. 2015. Dynamic neural network architecture inspired by the immune algorithm to predict preterm deliveries in pregnant women NEUROCOMPUTING, 151 :963-974 DOI Author Url Publisher Url Public Url

Fergus P, Hussain A, Hignett D, Al-Jumeily D, Abdel-Aziz K, Hamdan H. 2015. A machine learning system for automated whole-brain seizure detection Applied Computing and Informatics, DOI Publisher Url Public Url

Fergus P, Hussain A, Al-Jumeily D. 2015. A Machine Learning System for Automatic Detection of Preterm Activity Using Artificial Neural Networks and Uterine Electromyography Data International Journal of Adaptive and Innovative Systems, 2 :161-179 DOI Publisher Url Public Url

Fergus P, Hignett D, Hussain A, Al-Jumeily D, Abdel-Aziz K. 2015. Automatic Epileptic Seizure Detection Using Scalp EEG and Advanced Artificial Intelligence Techniques BIOMED RESEARCH INTERNATIONAL, 2015 :1-17 DOI Author Url Publisher Url Public Url

Al-Jumeily D, Iram S, Vialatte FB, Fergus P, Hussain A. 2015. A novel method of early diagnosis of Alzheimer's disease based on EEG signals. ScientificWorld Journal, 2015 DOI Author Url Publisher Url Public Url

Al-Jumeily D, Hussain AJ, Fergus P, Radi N. 2015. Self-organized neural network inspired by the immune algorithm for the prediction of speech signals Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9226 :654-664 DOI Publisher Url

Iram S, Fergus P, Jumeily DA, Hussain A, Randles M. 2015. A classifier fusion strategy to improve the early detection of neurodegenerative diseases International Journal of Artificial Intelligence and Soft Computing, 5 :23-23 DOI Publisher Url

Al-Jumeily D, Hussain A, Fergus P. 2015. Using adaptive neural networks to provide self-healing autonomic software INTERNATIONAL JOURNAL OF SPACE-BASED AND SITUATED COMPUTING, 5 :129-140 DOI Publisher Url

Fergus P, Hussain A, Al-Jumeily D. 2014. A Smart Framework for Predicting the Onset of Nocturnal Enuresis (PrONE) in Children and Young People International Journal of Engineering and Technical Research, 2 :372-379 Publisher Url Public Url

Hurst W, Merabti M, Fergus P. 2014. Behaviour analysis techniques for supporting critical infrastructure security International Journal of Critical Infrastructures, 10 DOI Publisher Url Public Url

Fergus P, Idowu IO, Hussain A, Dobbins C, Al-Askar H. 2014. Evaluation of advanced artificial neural network classification and feature extraction techniques for detecting preterm births using ehg records Intelligent Computing in Bioinformatics: Lecture Notes in Computer Science, 8590 :309-314 DOI Author Url Publisher Url Public Url

Fergus P, Hignett D, Hussain AJ, Al-Jumeily D. 2014. An Advanced Machine Learning Approach to Generalised Epileptic Seizure Detection Huang DS, Han K, Gromiha M. INTELLIGENT COMPUTING IN BIOINFORMATICS, 8590 :112-118 DOI Author Url

Al-Jumeily D, Iram S, Hussain AJ, Francois-Benois V, Fergus P. 2014. Early Detection Method of Alzheimer's Disease Using EEG Signals Huang DS, Han K, Gromiha M. INTELLIGENT COMPUTING IN BIOINFORMATICS, 8590 :25-33 DOI Author Url

Hurst W, Merabti M, Iram S, Fergus P. 2014. Protecting critical infrastructures through behavioural observation International Journal of Critical Infrastructures, 10 :174-192 DOI Publisher Url

Attwood A, Abuelmatti O, Fergus P. 2014. M2M Rendezvous Redundancy for the Internet of Things Hussain A, AlJumeily D, Radi N, Tawk H, Radvan R. 2013 SIXTH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), :46-50 DOI Author Url Publisher Url

Hussain AJ, Knight L, Al-Jumeily D, Fergus P, Hamdan H. 2014. Block Matching Algorithms for Motion Estimation - A Comparison Study Thampi SM, Gelbukh A, Mukhopadhyay J. ADVANCES IN SIGNAL PROCESSING AND INTELLIGENT RECOGNITION SYSTEMS, 264 :359-369 DOI Author Url Publisher Url

Al-Askar H, Lamb DJ, Hussain A, Al-Jumeily D, Randles M, Fergus P. 2013. Predicting Financial Time Series Data Using Artificial Immune System-Inspired Neural Networks International Journal of Artificial Intelligence and Soft Computing, DOI Publisher Url

Dobbins C, Fergus P, Stratton G, Rosenberg M, Merabti M. 2013. Monitoring and reducing sedentary behavior in the elderly with the aid of human digital memories. Telemed J E Health, 19 :173-185 DOI Author Url Publisher Url Public Url

Dobbins C, Merabti M, Fergus P, Llewellyn-Jones D, Bouhafs F. 2013. Exploiting linked data to create rich human digital memories Computer Communications, DOI Author Url Publisher Url Public Url

Dobbins C, Merabti M, Fergus P, Llewellyn-Jones D. 2013. Creating human digital memories with the aid of pervasive mobile devices Pervasive and Mobile Computing, DOI Author Url Publisher Url Public Url

Stratton G, Murphy R, Rosenberg M, Fergus P, Attwood A. 2012. Creating intelligent environments to monitor and manipulate physical activity and sedentary behavior in public health and clinical settings IEEE International Conference on Communications, :6111-6115 DOI Author Url Publisher Url

Fergus P, El Rhalibi A, Carter C, Cooper S. 2012. Towards an avatar mentor framework to support physical and psychosocial treatments Health and Technology, 2 :17-31 DOI Publisher Url

Fergus P, Iram S, Al-Jumeily D, Randles M, Attwood A. 2012. Home-Based Health Monitoring and Measurement for Personalised Healthcare JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2 :35-43 DOI Author Url Publisher Url

Fergus P, Attwood A, Dobbins C, Stratton G, Hussain A, Al-Jumeily D, Randles M. 2012. Monitoring and measuring physical activity and sedentary behaviour International Journal of Healthcare Technology and Management, 13 :283-303 DOI Publisher Url

Fergus P, Taylor M, Merabti M, Haggerty J, Bracegirdle L. 2011. Expanding tele-care: Using motion sensors for monitoring purposes Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011, :19-23 DOI Publisher Url

Attwood A, Merabti M, Fergus P, Abuelmaatti O. 2011. SCCIR: Smart cities critical infrastructure response framework Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011, :460-464 DOI Publisher Url

Fergus P, Taylor M, Haggerty J, Bracegirdle L, Merabti M. 2010. Next generation body area networks and smart environments for healthcare :46-74 DOI Publisher Url

Taylor M, Haggerty J, Gresty D, Fergus P. 2010. Forensic investigation of peer-to-peer networks Network Security, 2010 :12-15 DOI Publisher Url

Muhammad A, Fergus P, Merabti M, Askwith B. 2010. Peer-to-peer overlay gateway services for home automation and management 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2010, :880-886 DOI Publisher Url

Kifayat K, Fergus P, Cooper S, Merabti M. 2010. Body area networks for movement analysis in physiotherapy treatments 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2010, :866-872 DOI Publisher Url

Merabti M, Fergus P, Abuelma'atti O, Yu H, Judice C. 2008. Managing distributed networked appliances in home networks PROCEEDINGS OF THE IEEE, 96 :166-185 DOI Author Url Publisher Url

Merabti M, Fergus P, Abuelma'atti O. 2007. Networked appliances and home networking: Internetworking the home :367-374 DOI Publisher Url

Mingkhwan A, Fergus P, Abuelma'atti O, Merabti M, Askwith B, Hanneghan MB. 2006. Dynamic service composition in home appliance networks MULTIMEDIA TOOLS AND APPLICATIONS, 29 :257-284 DOI Author Url Publisher Url

Fergus P, Cheung P, Hussain A, Al-Jumeily D, Dobbins C, Iram S. Prediction of Preterm Deliveries from EHG Signals using Machine Learning PLoS One, 8 :e77154-e77154 DOI Author Url Publisher Url Public Url

Al-Jumeily D, Abdel-Aziz K, Hussain A, Fergus P. A Novel mobile health application for patients with chronic headache The Journal of Headache and Pain 2014, DOI Author Url Publisher Url

Fergus P, Hussain A, Hignett D, Al-Jumeily D, Abdel-Aziz K, Hamdan H. Using Advanced Artificial Intelligence Techniques for Automated Whole-Brain Seizure Detection Aboalsamh H. Applied Computing and Informatics,

Poole HM, Round S, Fergus P, Brimson C, Simcock L, Wallace R. Keeping in Touch:Using the Internet in Speech and Language Therapy, International Journal of Interegrated Care, DOI Publisher Url

Fergus P, Chalmers C, Tully D. Collaborative Pressure Ulcer Prevention: An Automated Skin Damage and Pressure Ulcer Assessment Tool for Nursing Professionals, Patients, Family Members and Carers Author Url

Chalmers C, Fergus P, Montanez CAC, Sikdar S, Ball F, Kendall B. Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation IEEE Transactions on Emerging Topics in Computing, DOI Author Url Publisher Url Public Url

Thompson S, Fergus P, Chalmers C, Reilly D. Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network IEEE Explore, DOI Author Url Publisher Url Public Url

Fergus P, Chalmers C, Matthews N, Nixon S, Burger A, Hartley O, Sutherland C, Lambin X, Longmore S, Wich S. Towards Context-Rich Automated Biodiversity Assessments: Deriving AI-Powered Insights from Camera Trap Data Sensors, 24 :8122-8122 DOI Publisher Url

Conference publication

Reed-Jones JT, Fergus P, Ellis DL, Marsland J, Jones KO. 2024. Improving Full Horizontal Plane Binaural Sound Localization by use of BiLSTM 2024 38th International Conference on Information Technologies, InfoTech 2024 - Proceedings, DOI Publisher Url

Reed-Jones J, Jones K, Fergus P, Marsland J, Ellis D. 2023. Comparison of Performance in Binaural Sound Source Localisation using Convolutional Neural Networks for differing Feature Representations http://www.aes.org/e-lib/browse.cfm?elib=22084, AES Convention 154 Publisher Url

Reed-Jones J, Marsland J, Ellis D, Fergus P, Jones K. 2023. Early vs Late Fusion in Binaural Sound Source Localisation using CNN International Conference on Intelligent Systems and New Applications (ICISNA'23) Proceedings Book, International Conference on Intelligent Systems and New Applications (ICISNA'23) Public Url

Chalmers C, Fergus P, Wich SA, Longmore SN. 2021. Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning International Joint Conference on Neural Networks, International Joint Conference on Neural Networks Virtual Event DOI Author Url Publisher Url Public Url

Abdulaimma B, Fergus P, Chalmers C, Montanez CC. 2020. Deep Learning and Genome-Wide Association Studies for the Classification of Type 2 Diabetes 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) DOI Author Url Publisher Url

Ryecroft S, Shaw A, Fergus P, Kot P, Hashim KS, Conway L, Moody A. 2019. A Novel Gesomin Detection Method Based on Microwave Spectroscopy 2019 12th International Conference on Developments in eSystems Engineering (DeSE), 12th International Conference on the Developments in eSystems Engineering (DESE2019) DOI Publisher Url Public Url

Chalmers C, Hurst W, Mackay M, Fergus P, Al-Jumeily D, Kendall B. 2019. Intelligent Health Monitoring Using Smart Meters Arai K, Kapoor S, Bhatia R. INTELLIGENT COMPUTING, VOL 1, Computing Conference 858 :1104-1113 DOI Author Url Publisher Url

Ryecroft SP, Shaw A, Fergus P, Kot P, Hashim K, Conway L, Moody A. 2019. A Novel Gesomin Detection Method Based on Microwave Spectroscopy AlJumeily D, Hind J, Mustafina J, AlHajj A, Hussain A, Magid E, Tawfik H. 12TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2019), 12th International Conference on the Developments in eSystems Engineering (DeSE) :429-433 DOI Author Url Publisher Url

Curbelo Montañez CA, Fergus P, Montañez AC, Hussain A, Al-Jumeily D, Chalmers C. 2018. Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs 2018 International Joint Conference on Neural Networks (IJCNN), IEEE World Congress on Computational Intelligence DOI Author Url Publisher Url Public Url

Khalaf M, Hussain A, Al-Jumeily D, Baker T, Keight R, Lisboa P, Alkafri A, Fergus P. 2018. A Data Science Methodology Based on Machine Learning Algorithms for Flood Severity Prediction 2018 IEEE Congress on Evolutionary Computation (CEC), IEEE Congress on Evolutionary Computation DOI Author Url Publisher Url Public Url

Abdulaimma B, Hussain A, Fergus P, Al-Jumeily D, Lisboa P, Huang D-S, Radi N. 2018. Improving Type 2 Diabetes Phenotypic Classification by Combining Genetics and Conventional Risk Factors 2018 IEEE Congress on Evolutionary Computation (CEC), 2018 IEEE Congress on Evolutionary Computation (IEEE CEC 2018) DOI Author Url Publisher Url Public Url

Al-Kafri AS, Sudirman S, Hussain AJ, Al-Jumeily D, Fergus P, Natalia F, Meidia H, Afriliana N, Sophian A, Al-Jumaily M, Al-Rashdan W, Bashtawi M. 2018. Segmentation of Lumbar Spine MRI Images for Stenosis Detection using Patch-based Pixel Classification Neural Network 2018 IEEE Congress on Evolutionary Computation (CEC), IEEE Congress on Evolutionary Computation (IEEE CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) DOI Author Url Publisher Url Public Url

Ryecroft S, Shaw A, Fergus P, Kot P, Muradov M, Moody A, Conroy L. 2018. Requirements of an Underwater Sensor-Networking Platform for Environmental Monitoring 11th International Conference on the Developments in eSystems Engineering (DESE) DOI Author Url Publisher Url

Kleanthous N, Hussain A, Mason A, Sneddon J, Shaw A, Fergus P, Chalmers C, Al-Jumeily D. 2018. Machine Learning Techniques for Classification of Livestock Behavior Cheng L, Leung ACS, Ozawa S. NEURAL INFORMATION PROCESSING (ICONIP 2018), PT IV, 25th International Conference on Neural Information Processing (ICONIP) 11304 :304-315 DOI Author Url Publisher Url

Al-kafri A, Sudirman S, Hussain A, Al-Jumeily D, Al-Jumaily M, Al-Rashdan W, Bashtawi M, Fergus P. 2017. Lumbar Spine Discs Labeling using Axial View MRI Based on the Pixels Coordinate and Gray Level Features Lecture Notes in Computer Science, 2017 International Conference on Intelligent Computing :107-116 DOI Author Url Publisher Url Public Url

Curbelo Montañez CA, Fergus P, Hussain A, Al-Jumeily D, Tevfik Dorak M, Abdullah R. 2017. Evaluation of Phenotype Classification Methods for Obesity using Direct to Consumer Genetic Data Lecture Notes in Computer Science, 2017 International Conference on Intelligent Computing :350-362 DOI Author Url Publisher Url Public Url

Hussain A, Abdulaimma B, Fergus P, Al-Jumeily D, Aday Curbelo Montañez C, Hind J, Radi N. 2017. Association Mapping Approach into Type 2 Diabetes using Biomarkers and Clinical Data Intelligent Computing Theories and Application, International Conference on Intelligent Computing :325-336 DOI Author Url Publisher Url Public Url

Curbelo Montañez CA, Fergus P, Hussain A, Al-Jumeily D. 2017. Machine Learning Approaches for the Prediction of Obesity using Publicly Available Genetic Profiles Neural Networks (IJCNN), 2017 International Joint Conference on Neural Network DOI Author Url Publisher Url Public Url

Khalaf M, Hussain AJ, Al-Jumeily D, Keight R, Keenan R, Al Kafri AS, Chalmers C, Fergus P, Idowu IO. 2017. A Performance Evaluation of Systematic Analysis for Combining Multi-class Models for Sickle Cell Disorder Data Sets Huang DS, Jo KH, FigueroaGarcia JC. INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2017, PT II, 13th International Conference on Intelligent Computing (ICIC) 10362 :115-121 DOI Author Url Publisher Url

Khalaf M, Hussain AJ, Keight R, Al-Jumeily D, Keenan R, Chalmers C, Fergus P, Salih W, Abd DH, Idowu IO. 2017. Recurrent Neural Network Architectures for Analysing Biomedical Data sets Hamdan H, AlJumeily D, Hussain A, Tawfik H, Hind J. 2017 10TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2017), 10th International Conference on Developments in eSystems Engineering (DeSE) :232-237 DOI Author Url Publisher Url

Al Kafri AS, Sudirman S, Hussain AJ, Fergus P, Al-Jumeily D, Al Smadi H, Khalaf M, Al-Jumaily M, Al-Rashdan W, Bashtawi M. 2017. Detecting the Disc Herniation in Segmented Lumbar Spine MR Image using Centroid Distance Function Hamdan H, AlJumeily D, Hussain A, Tawfik H, Hind J. 2017 10TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2017), 10th International Conference on Developments in eSystems Engineering (DeSE) :9-13 DOI Author Url Publisher Url

Aljaaf A, Hussain A, Fergus P, Przybyla A, Barton GJ. 2016. Evaluation of Machine Learning Methods to Predict Knee Loading from the Movement of Body Segments Neural Networks (IJCNN), IEEE World Congress on Computational Intelligence DOI Author Url Publisher Url Public Url

Badri S, Fergus P, Hurst W. 2016. Critical Infrastructure Automated Immuno-Response System (CIAIRS) 2016 International Conference on Control, Decision and Information Technologies (CoDIT), The 3rd International Conference on Control, Decision and Information Technologies DOI Author Url Publisher Url Public Url

Chalmers C, Hurst W, MacKay M, Fergus P. 2016. Smart Monitoring: An Intelligent System to Facilitate Health Care across an Ageing Population EMERGING 2016: The Eighth International Conference on Emerging Networks and Systems Intelligence, The Eighth International Conference on Emerging Networks and Systems Intelligence :34-39 Publisher Url Public Url

Badri S, Fergus P, Hurst W. 2016. A Cyber-Support System for Distributed Infrastructures EMERGING 2016: The Eighth International Conference on Emerging Networks and Systems Intelligence, The Eighth International Conference on Emerging Networks and Systems Intelligence :23-28 Publisher Url Public Url

Francis H, Hussain A, Connell L, Al-Jumeily D, Fergus P, Lunn J, Radi N. 2016. An Investigation into Gender Disparities in the Field of Computing 2015 International Conference on Developments of E-Systems Engineering, 8th International Conference on Developments in eSystems Engineering :20-25 DOI Author Url Publisher Url Public Url

Khalaf M, Hussain A, Al-Jumeily D, Keight R, Keenan R, Fergus P, AlAskar H, Shaw A, Olatunji I. 2016. Training Neural networks for Experimental models: Classifying Biomedical Datasets for Sickle Cell Disease Intelligent Computing Theories and Application: Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation 9771 :784-795 DOI Author Url Publisher Url Public Url

Al Kafri A, Sudirman S, Hussain A, Fergus P, Al-Jumeily D, Al-Jumaily M, Alaskar H. 2016. A Framework on A Computer Assisted and Systematic Methodology for Detection of Chronic Lower Back Pain using Artificial Intelligence and Computer Graphics Technologies Intelligent Computing Theories and Application: Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation 9771 :843-854 DOI Author Url Publisher Url Public Url

Aday Curbelo Montañez C, Fergus P, Hussain A, Al-Jumeily D, Abdulaimma B, Al-askar H. 2016. A Genetic Analytics Approach for Risk Variant Identification to Support Intervention Strategies for People Susceptible to Polygenic Obesity and Overweigh Intelligent Computing Theories and Application: Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation 9771 :808-819 DOI Author Url Publisher Url Public Url

McWhirter PR, Wright S, Steele IA, Al-Jumeily D, Hussain A, Fergus P. 2016. A Dynamic, Modular Intelligent-Agent framework for Astronomical Light Curve Analysis and Classification Intelligent Computing Theories and Application: Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation 9771 :820-831 DOI Author Url Publisher Url Public Url

Chalmers C, Hurst W, MacKay M, Fergus P. 2016. A Smart Health Monitoring Technology Lecture Notes in Computer Science: Intelligent Computing Theories and Application, 2016 International Conference on Intelligent Computation 9771 :832-842 DOI Author Url Publisher Url Public Url

Badri S, Fergus P, Hurst W. 2016. A Support Network for Distributed Systems Lecture Notes in Computer Science, The 10th International Conference on E-Learning and Games :318-330 DOI Author Url Publisher Url Public Url

Alloghani MAMA, Hussain A, Al-Jumeily D, Fergus P, Abuelma'atti O, Hamdan H. 2016. A Mobile Health Monitoring Application for Obesity Management and Control Using the Internet-of-Things 1Mohamed Digital Information Processing and Communications (ICDIPC),, Sixth International Conference on Digital Information Processing and Communications (ICDIPC) DOI Author Url Publisher Url Public Url

Khalaf M, Hussain A, Keight R, Al-Jumeily D, Keenan R, Fergus P, Idowu IO. 2016. The Utilisiation of composite Machine Learning models for the Classification of Medical Datasets For Sickle Cell Disease 2016 Sixth International Conference on Digital Information Processing and Communications (ICDIPC), Sixth International Conference on Digital Information Processing and Communications (ICDIPC) DOI Author Url Publisher Url Public Url

Aljaaf AJ, Al-Jumeily D, Hussain AJ, Fergus P, Al-Jumaily M, Hamdan H. 2016. Partially Synthesised Dataset to Improve Prediction Accuracy Huang DS, Bevilacqua V, Premaratne P. INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2016, PT I, 12th International Conference on Intelligent Computing (ICIC) 9771 :855-866 DOI Author Url Publisher Url

Salih WM, Hussain AJ, Khalaf M, Lunn J, Al-Jumeily D, Fergus P, Ealeifo T, Salih HM. 2016. The Effects of Premature Birth on Children Education Aljumeily D, Hussain A, Tawfik H, Hamdan H, Dawson T, Hind J. 2016 9TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2016), 9th International Conference on Developments in eSystems Engineering (DeSE) :51-55 DOI Author Url Publisher Url

Badri S, Fergus P, Hurst W. 2016. Statistical Analysis Methods for Interdependency Communication in Distributed Systems Aljumeily D, Hussain A, Tawfik H, Hamdan H, Dawson T, Hind J. 2016 9TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2016), 9th International Conference on Developments in eSystems Engineering (DeSE) :273-278 DOI Author Url Publisher Url

Idowu IO, Fergus P, Hussain A, Dobbins C, Khalaf M, Casana Eslava R, Keight R. 2015. Artificial Intelligence for Detecting Preterm Uterine Activity in Gynacology and Obstertric Care 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM), 15th IEEE International Conference on Computer and Information Technology (CIT’15) :215-220 DOI Author Url Publisher Url Public Url

Chalmers CARL, Hurst W, Fergus P, Mackay M. 2015. Smart Health Monitoring Using the Advanced Metering Infrastructure the IEEE Workshop on the Internet of Things and Big Data for Healthcare (IoTBDH-2015) DOI Author Url Publisher Url

Hussain A. 2015. Advance flood detection and notification system based on sensor technology and machine learning algorithm 2015 International Conference on Systems, Signals and Image Processing (IWSSIP) DOI Author Url Publisher Url

Hussain A. 2015. The utilisation of social media for bridging the gap between patients and pharmaceutical companies 2015 International Conference on Systems, Signals and Image Processing (IWSSIP) DOI Author Url Publisher Url

Khalaf M, Hussain A, Al-Jumeily D, Fergus P, Keenan R, Radi N. 2015. A Framework to Support Ubiquitous Healthcare Monitoring and Diagnostic for Sickle Cell Disease Intelligent Computing Theories and Methodologies: Lecture Notes in Computer Science, International Conference on Intelligent Computation 9226 DOI Publisher Url Public Url

Chalmers C, Hurst W, MacKay M, Fergus P. 2015. Profiling Users in the Smart Grid Emerging 2015: The Seventh International Conference on Emerging Neworks and Systems Intelligence, EMERGING 2015: Seventh International Conference on Emerging Networks and Systems Intelliegence Public Url

Dobbins C, Merabti M, Fergus P, Llewellyn-Jones D. 2015. A User-Centred Approach to Reducing Sedentary Behaviour 2014 IEEE 11th Annual Consumer Communications & Networking Conference (CCNC’14), 11th Annual IEEE Consumer Communications & Networking Conference (CCNC’14) :1-6 DOI Publisher Url Public Url

Aljaaf AJ, Al-Jumeily D, Hussain A, Fergus P, Dawson T, Al-Jumaily M. 2015. Predicting the likelihood of heart failure with a multi level risk assessment using decision tree 2015 Third International Conference on Technological Advances in Electrical, Electronics and Computer Engineering (TAEECE), 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering, TAEECE 2015 :101-106 DOI Author Url Publisher Url Public Url

Aljaaf AJ, Al-Jumeily D, Hussain AJ, Fergus P, Al-Jumaily M, Radi N. 2015. A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset Huang DS, Han K. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, ICIC 2015, PT III, 11th International Conference on Intelligent Computing (ICIC) 9227 :101-108 DOI Author Url Publisher Url

Hussain AJ, Fergus P, Al-Jumeily D, Alaskar H, Radi N. 2015. The Utilisation of Dynamic Neural Networks for Medical Data Classifications- Survey with Case Study Huang DS, Han K. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, ICIC 2015, PT III, 11th International Conference on Intelligent Computing (ICIC) 9227 :752-758 DOI Author Url Publisher Url

Khalaf M, Hussain AJ, Al-Jumeily D, Keenan R, Fergus P, Idowu IO. 2015. Robust Approach for Medical Data Classification and Deploying Self-Care Management System for Sickle Cell Disease Wu YL, Min GY, Georgalas N, Hu J, Atzori L, Jin XL, Jarvis S, Liu L, Calvo RA. CIT/IUCC/DASC/PICOM 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY - UBIQUITOUS COMPUTING AND COMMUNICATIONS - DEPENDABLE, AUTONOMIC AND SECURE COMPUTING - PERVASIVE INTELLIGENCE AND COMPUTING, IEEE International Conference on Computer and Information :575-580 DOI Author Url Publisher Url

Aljaaf AJ, Al-Jumeily D, Hussain AJ, Fergus P, Al-Jumaily M, Abdel-Aziz K. 2015. Toward an Optimal Use of Artificial Intelligence Techniques within a Clinical Decision Support System 2015 SCIENCE AND INFORMATION CONFERENCE (SAI), Science and Information Conference (SAI) :548-554 DOI Author Url Publisher Url

Aljaaf AJ, Al-Jumeily D, Hussain AJ, Fergus P, Al-Jumaily M, Radi N. 2015. Applied Machine Learning Classifiers for Medical Applications: Clarifying the behavioural patterns using a variety of datasets Liatsis P, Uus A, Miah S. 2015 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP 2015), 22nd International Conference on Systems, Signals and Image Processing (IWSSIP) :228-232 DOI Author Url Publisher Url

dos Anjos JCS, Assuncao MD, Bez J, Geyer C, de Freitas EP, Carissimi A, Costa JPCL, Fedak G, Freitag F, Markl V, Fergus P, Pereira R. 2015. SMART: An Application Framework for Real Time Big Data Analysis on Heterogeneous Cloud Environments Wu YL, Min GY, Georgalas N, Hu J, Atzori L, Jin XL, Jarvis S, Liu L, Calvo RA. CIT/IUCC/DASC/PICOM 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY - UBIQUITOUS COMPUTING AND COMMUNICATIONS - DEPENDABLE, AUTONOMIC AND SECURE COMPUTING - PERVASIVE INTELLIGENCE AND COMPUTING, IEEE International Conference on Computer and Information :199-206 DOI Author Url Publisher Url

Lennon U, Hussain AJ, Francis H, Al-Jumeily D, Fergus P, Khalaf M, Radi N. 2015. The Impact of Social Media and its Utilisation by Pharmaceutical Companies Jumelly DA, Hussain A, Tawfik H, MacDermott A, Lempereur B. PROCEEDINGS 2015 INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING DESE 2015, International Conference on Developments in eSystems Engineering (DeSE) :14-19 DOI Author Url Publisher Url

Khalaf M, Hussain AJ, Al-Jumeily D, Keenan R, Keight R, Fergus P, Idowu IO. 2015. Applied Difference Techniques of Machine learning Algorithm and Web-based Management System for Sickle Cell Disease Jumelly DA, Hussain A, Tawfik H, MacDermott A, Lempereur B. PROCEEDINGS 2015 INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING DESE 2015, International Conference on Developments in eSystems Engineering (DeSE) :231-235 DOI Author Url Publisher Url

Hussain AJ, Fergus P, Al-Jumeily D, Pich A, Hind J. 2015. Teaching Primary School Children the Concept of Computer Programming Jumelly DA, Hussain A, Tawfik H, MacDermott A, Lempereur B. PROCEEDINGS 2015 INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING DESE 2015, International Conference on Developments in eSystems Engineering (DeSE) :180-184 DOI Author Url Publisher Url

Poole HM, Round S, Fergus P, Bimson C, Simcock L, Wallace R, Lees C. 2014. 'Keeping in Touch': Using the internet in speech and language therapy Int J Integr Care 2014; Inter Digital Health Suppl, International Digital Health and Care Congress 14 Publisher Url

Dobbins C, Merabti M, Fergus P, Llewellyn-Jones D. 2014. The Big Data Obstacle of Lifelogging 2014 28th International Conference on Advanced Information Networking and Applications Workshops (WAINA), 28th IEEE International Conference on Advanced Information Networking and Applications Workshops (WAINA’14) DOI Author Url Publisher Url Public Url

Hurst W, Merabti M, Fergus P. 2014. Big Data Analysis Techniques for Cyber-Threat Detection in Critical Infrastructures Barolli L, Li KF, Enokido T, Xhafa F, Takizawa M. 2014 28TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS (WAINA), 28th IEEE International Conference on Advanced Information Networking and Applications Workshops (IEEE WAINA) :916-921 DOI Author Url Publisher Url

Idowu IO, Fergus P, Hussain A, Dobbins C, Al-Askar H. 2014. Advance Artificial Neural Network Classification Techniques Using EHG for Detecting Preterm Births 2014 EIGHTH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS (CISIS),, 8th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS) DOI Author Url Publisher Url Public Url

Hurst W, Merabti M, Fergus P. 2014. A SURVEY OF CRITICAL INFRASTRUCTURE SECURITY Butts J, Shenoi S. CRITICAL INFRASTRUCTURE PROTECTION VIII, 8th Annual IFIP Working Group (WG) 11.10 International Conference on Critical Infrastructure Protection (ICCIP) 441 :127-138 DOI Author Url Publisher Url

Iram S, Al-Jumeily D, Fergus P, Hussain A. 2014. Exploring the Hidden Challenges Associated with the Evaluation of Multi-class Datasets using Multiple Classifiers 2014 EIGHTH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS (CISIS),, 8th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS) DOI Author Url Publisher Url Public Url

Folksman D, Fergus P, Al-Jumeily D, Carter C. 2014. A Mobile Multimedia Application Inspired by a Spaced Repetition Algorithm for Assistance with Speech and Language Therapy Hussain A, AlJumeily D, Radi N, Tawk H, Radvan R. 2013 SIXTH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), Sixth International Conference on Developments in eSystems Engineering (DeSE) :367-375 DOI Author Url Publisher Url

Fergus P, Hignett D, Hussain AJ, Al-Jumeily D. 2014. An advanced machine learning approach to generalised epileptic seizure detection Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8590 LNBI :112-118 DOI Publisher Url

Al-Jumeily D, Iram S, Hussain AJ, Francois-Benois V, Fergus P. 2014. Early detection method of alzheimer's disease using EEG signals Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8590 LNBI :25-33 DOI Publisher Url

Fergus P, Abdulaimma B, Carter C, Round S. 2014. Interactive mobile technology for children with autism spectrum condition (ASC) 2014 IEEE 11th Consumer Communications and Networking Conference, CCNC 2014, DOI Publisher Url

Dobbins C, Merabti M, Fergus P, Llewellyn-Jones D. 2014. A User-Centred Approach to Reducing Sedentary Behaviour The 11th Annual IEEE Consumer Communications & Networking Conference (CCNC2014) Public Url

Al-Jumeily D, Iram S, Vialatte F, Fergus P. 2014. A novel method to analyze EEG synchrony for the early diagnosis of Alzheimer's disease in optimized frequency bands 2014 IEEE 11th Consumer Communications and Networking Conference (CCNC), 2014 IEEE 11th Consumer Communications and Networking Conference (CCNC) :1-4 DOI Publisher Url

Fergus P, Abdulaimma B, Carter C, Round S. 2014. Interactive mobile technology for children with autism spectrum condition (ASC) 2014 IEEE 11th Consumer Communications and Networking Conference (CCNC), 2014 IEEE 11th Consumer Communications and Networking Conference (CCNC) :1-4 DOI Publisher Url

Hadi AS, Fergus P, Dobbins C, Al-Bakry AM. 2013. A machine learning algorithm for searching vectorised RDF data Proceedings - 27th International Conference on Advanced Information Networking and Applications Workshops, WAINA 2013, :613-618 DOI Author Url Publisher Url

Dobbins C, Merabti M, Fergus P, Llewellyn-Jones D. 2013. Creating human digital memories for a richer recall of life experiences 2013 10th IEEE International Conference on Networking, Sensing and Control, ICNSC 2013, :246-251 DOI Author Url Publisher Url Public Url

Shamaila I, Al-Jumeily D, Lamb DJ, Fergus P. 2013. On the Early Detection of Neurodegenerative Diseases from Gait and EEG Signals: A Machine Learning Approach BCS IITC DOI Public Url

Hurst W, Merabti M, Fergus P. 2013. Behavioural Observation for Critical Infrastructure Security Support AlDabass D, Orsoni A, Xie Z. UKSIM-AMSS SEVENTH EUROPEAN MODELLING SYMPOSIUM ON COMPUTER MODELLING AND SIMULATION (EMS 2013), UKSim-AMSS 7th European Modelling Symposium on Computer Modelling and Simulation (EMS) :36-41 DOI Author Url Publisher Url

Hurst W, Merabti M, Fergus P. 2012. Operational support for critical infrastructure security Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012, :1473-1478 DOI Author Url Publisher Url

Dobbins C, Fergus P, Merabti M, Llewellyn-Jones D. 2012. Remotely monitoring and preventing the development of pressure ulcers with the aid of human digital memories IEEE International Conference on Communications, :6101-6105 DOI Author Url Publisher Url Public Url

Hurst W, Merabti M, Fergus P. 2012. Managing critical infrastructures through behavioural observation Proceedings - 2012 IEEE 3rd International Conference on Networked Embedded Systems for Every Application, NESEA 2012, DOI Author Url Publisher Url

Dobbins C, Merabti M, Fergus P, Llewellyn-Jones D. 2012. Augmenting human digital memories with physiological data Proceedings - 2012 IEEE 3rd International Conference on Networked Embedded Systems for Every Application, NESEA 2012, DOI Author Url Publisher Url Public Url

Dobbins C, Merabti M, Fergus P, Llewellyn-Jones D. 2012. Capturing and sharing human digital memories with the aid of ubiquitous Peer-to-Peer mobile services 2012 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2012, :64-69 DOI Publisher Url Public Url

Dobbins C, Fergus P, Merabti M, Llewellyn-Jones D. 2012. Monitoring and measuring sedentary behaviour with the aid of human digital memories 2012 IEEE Consumer Communications and Networking Conference, CCNC'2012, :395-398 DOI Author Url Publisher Url Public Url

Iram S, Al-Jumeily D, Fergus P, Randles M, Davies M. 2011. E-health: The potential of linked data and stream reasoning for personalised healthcare Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011, :46-49 DOI Publisher Url

Dobbins C, Merabti M, Fergus P, Llewellyn-Jones D. 2011. Towards a Framework for Capturing and Distributing Rich Interactive Human Digital Memories 12th Annual PostGraduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting (PGNet’11), 12th Annual PostGraduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting (PGNet’11) Publisher Url Public Url

Arshad F, Fergus P, Appleton S. 2010. Evaluating remote mobile technology in a clinical environment Proceedings - 3rd International Conference on Developments in eSystems Engineering, DeSE 2010, :17-22 DOI Publisher Url

Shaheed A, Fergus P, Abuelma'atti OE, Merabti M. 2010. Visualisation of Ubiquitous Home Devices and Services 2010 7TH IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE-CCNC 2010, 7th IEEE Consumer Communications and Networking Conference :277-281 DOI Author Url Publisher Url

Haroon A, Fergus P, Shaheed A, Merabti M. 2010. A Wireless Home and Body Sensor Network Platform for the Early Detection of Arthritis 2010 7TH IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE-CCNC 2010, 7th IEEE Consumer Communications and Networking Conference :886-890 DOI Author Url Publisher Url

Shaheed A, Fergus P, El Rhalibi A, Abuelma'atti OE, Merabti M, Price M. 2009. A 3D internet interactive commerce framework Proceedings of the 5th IASTED European Conference on Internet and Multimedia Systems and Applications, EuroIMSA 2009, :28-35

Rhalibi AE, Merabti M, Carter C, Dennett C, Cooper S, Sabri MA, Fergus P. 2009. 3D java web-based games development and deployment International Conference on Multimedia Computing and Systems -Proceedings, :553-559 DOI Publisher Url

Fergus P, Kifayat K, Cooper S, Merabti M, El Rhalibi A. 2009. A framework for physical health improvement using wireless sensor networks and gaming 2009 3rd International Conference on Pervasive Computing Technologies for Healthcare - Pervasive Health 2009, PCTHealth 2009, DOI Publisher Url

England D, Randles M, Fergus P, Taleb-Bendiab A. 2009. Towards an Advanced Framework for Whole Body Interaction Shumaker R. VIRTUAL AND MIXED REALITY, PROCEEDINGS, 3rd International Conference on Virtual and Mixed Reality held at the HCI International 2009 5622 :32-40 DOI Author Url Publisher Url

El Rhalibi A, Merabti M, Carter C, Dennett C, Cooper S, Sabri MA, Fergus P. 2009. 3D Java Web-Based Games Development and Deployment 2009 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS 2009), International Conference on Multimedia Computing and Systems :552-558 Author Url

Fergus P, Kafiyat K, Merabti M, Taleb-bendiab A, Rhalibi AE. 2009. Remote physiotherapy treatments using wireless body sensor networks Proceedings of the 2009 ACM International Wireless Communications and Mobile Computing, Connecting the World Wirelessly, IWCMC 2009, :1191-1197 DOI Publisher Url

Rhead I, Merabti M, Mokhtar H, Fergus P. 2009. A Hierarchically Structured Global Data Collection Network 2009 6TH IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1 AND 2, 6th IEEE Consumer Communications and Networking Conference :605-606 DOI Author Url Publisher Url

Rhead I, Merabti M, Mokhtar H, Fergus P. 2009. A Hierarchically Structured Worldwide Sensor Web Architecture 2009 INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS: WAINA, VOLS 1 AND 2, 23rd International Conference on Advanced Information Networking and Applications Workshops :570-575 DOI Author Url Publisher Url

Fergus P, Llewellyn-Jones D, Merabti M, Haroon A. 2008. Networked appliances for home healthcare and lifestyle management Agha KA, Carcelle X, Pujolle G. HOME NETWORKING, 1st Home Networking Conference :313-328 DOI Author Url Publisher Url

El Rhalibi A, Merabti M, Fergus P, Shen Y. 2008. Perceptual user interface as games controller 2008 5TH IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-3, 5th IEEE Consumer Communications and Networking Conference :1059-1064 DOI Author Url Publisher Url

Fergus P, Llewellyn-Jones D, Shaheed A, Merabti M, El Rhalibi A. 2008. Networked appliances: Manipulation of 3D multimedia streams 2008 5TH IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-3, 5th IEEE Consumer Communications and Networking Conference :1117-1122 DOI Author Url Publisher Url

Merabti M, El Rhalibi A, Shaheed A, Fergus P, Price M. 2008. Virtual environments with content sharing Pan ZG, Zhang XP, ElRhalibi A, Woo W, Li Y. TECHNOLOGIES FOR E-LEARNING AND DIGITAL ENTERTAINMENT, PROCEEDINGS, 3rd International Conference on E-Learning and Games (Edutainment 2008) 5093 :328-+ DOI Author Url Publisher Url

Muhammad A, Merabti M, Askwith B, Fergus P. 2007. Ad hoc gateway service for automatic package delivery using networked appliances 2007 IEEE WIRELESS COMMUNICATIONS & NETWORKING CONFERENCE, VOLS 1-9, IEEE Wireless Communications and Networking Conference :2578-2583 DOI Author Url Publisher Url

Haggerty J, Shi Q, Fergus P, Merabti M. 2006. Data authentication and trust within distributed intrusion detection system inter-component communications Blyth A. EC2ND 2005, PROCEEDINGS, 1st European Conference on Computer Network Defence (EC2ND) :197-+ DOI Author Url Publisher Url

Fergus P, Merabti M, Hanneghan MB, Taleb-Bendiab A, Mingkhwan A. 2005. A semantic framework for self-adaptive networked appliances CCNC: 2005 2ND IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE, 2nd IEEE Consumer Communications and Networking Conference :229-234 DOI Author Url Publisher Url

Fergus P, Merabti M, Hanneghan M, Taleb-Bendiab A. 2004. Controlling Networked Devices In Ubiquitous Computing Environments using Biofeedback 5th EPSRC Annual Postgraduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting (PGNet 2004) :91-96

Mingkhwan A, Fergus P, Abuelmaatti O, Merabti M. 2004. Implicit functionality: Dynamic services composition for home networked appliances 2004 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-7, IEEE International Conference on Communications (ICC 2004) :43-47 DOI Author Url Publisher Url

Fergus P, Mingkhwan A, Merabti M, Hanneghan M. 2003. DiSUS: Mobile ad hoc network unstructured services Conti M, Giordano S, Gregori E, Olariu S. PERSONAL WIRELESS COMMUNICATIONS, PROCEEDINGS, 8th International Conference on Personal Wireless Communications 2775 :484-491 DOI Author Url Publisher Url

Fergus P, Mingkhwan A, Merabti M, Hanneghan M. 2003. Distributed Emergent Semantics in P2P Networks 2nd IASTED International Conference on Information and Knowledge Sharing (IKS2003) :75-82

Fergus P, Llewellyn-Jones D, Merabti M, El Rhalibi A. Bridging the gap between networked appliances and virtual worlds 2 DOI Publisher Url Public Url

Chalmers C, Hurst W, Fergus P, MacKay M. Smart Meter Profiling for Health Applications 2015 International Joint Conference on Neural Networks (IJCNN), 2015 International Joint Conference on Neural Networks (IJCNN) DOI Author Url Publisher Url Public Url

Aljaaf A, Al-Jumeily D, Hussain A, Fergus P, al-jumaily M, Hamdan H. Partially Synthesised Dataset to Improve Prediction Accuracy (Case Study: Prediction of Heart Diseases) Intelligent Computing Theories and Application: Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation 9771 :855-866 Publisher Url Public Url

Curbelo Montañez CA, Fergus P, Hussain A, Al-Jumeily D. Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data 2018 International Conference on Intelligent Computing (ICIC) DOI Author Url Publisher Url Public Url

Dobbins C, Fergus P. Knowledge Extraction Using Probabilistic Reasoning: An Artificial Neural Network Approach Neural Networks (IJCNN), 2015 International Joint Conference on, International Joint Conference on Neural Networks (IJCNN) :1-8 DOI Author Url Publisher Url Public Url

Books (authored)

Fergus P, Chalmers C. 2022. Applied Deep Learning Springer International Publishing 9783031044199 DOI Publisher Url

England D. 2011. Whole Body Interaction Springer-Verlag New York Inc 9780857294326 DOI Publisher Url

Fergus P, Chalmers C. Applied Deep Learning Tools, Techniques, and Implementation Springer 9783031044199

Chapters

Chalmers C, Fergus P. 2021. Energy Sobriety: A Behaviour Measurement Indicator for Fuel Poverty Using Aggregated Load Readings from Smart Meters Towards Energy Smart Homes Algorithms, Technologies, and Applications :21-47 Springer Nature 9783030764777 DOI Publisher Url Public Url

Fergus P, Chalmers C. 2021. Energy Sobriety: A Behavior Measurement Indicator for Fuel Poverty Using Aggregated Load Readings from Smart Meters Towards Energy Smart Homes: Algorithms, Technologies and Applications :21-47 Springer 978-3-030-76476-0 DOI Author Url Publisher Url Public Url

Curbelo Montañez CA, Fergus P, Chalmers C, Hind J. 2020. Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data Computational Intelligence Methods for Bioinformatics and Biostatistics 11925 :262-276 Springer Nature DOI

Keight R, Al-Jumeily D, Hussain A, Fergus P, Mustafina J. 2017. Big data and data science applications for independent and healthy living Technology for Smart Futures :77-111 DOI Publisher Url

Fergus P, Huang D-S, Hamdan H. 2016. Chapter 6 Prediction of Intrapartum Hypoxia from Cardiotocography Data Using Machine Learning Applied Computing in Medicine and Health :125-146 Elsevier DOI

Fergus P, Huang DS, Hamdan H. 2015. Prediction of Intrapartum Hypoxia from Cardiotocography Data Using Machine Learning Applied Computing in Medicine and Health :125-146 DOI Publisher Url

Fergus P, Idowu IO, Hussain AJ, Dobbins C, Al-Askar H. 2014. Evaluation of Advanced Artificial Neural Network Classification and Feature Extraction Techniques for Detecting Preterm Births Using EHG Records Lecture Notes in Computer Science :309-314 Springer International Publishing 9783319093291 DOI Publisher Url

Fergus P, Haggerty J, Taylor M, Bracegirdle L. 2011. Towards a Whole Body Sensing Platform for Healthcare Applications Human-Computer Interaction Series :135-149 Springer London 9780857294326 DOI Publisher Url

Fergus P. 2009. Next Generation Mobile Multimedia Handbook of Research on Mobile Multimedia, Second Edition :76-92 IGI Global 9781605660462 DOI Publisher Url

Dobbins C, Merabti M, Fergus P, Llewellyn-Jones D. Capturing Human Digital Memories for Assisting Memory Recall Fairclough S, Gilleade K. Advances in Physiological Computing :211-234 Springer London DOI Publisher Url

Thesis/Dissertation

montenaz C, Fergus P, Chalmers C, Malim N, Abdulaimma B, Reilly D, falciani F. 2020. SAERMA: Stacked Autoencoder Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS for Extreme Obesity Publisher Url

Curbelo Montanez C. 2019. SAERMA: Stacked Autoencoders Rule Mining Algorithm for the Interpretation of Epistatic Interactions in GWAS of Extreme Obesity Fergus P, Chalmers C. Public Url

Fergus P. A framework for self-adaptive networked appliances Public Url

Research Grants Awarded:

HEFCE ICURe, Personalised Health Care Monitoring Using Smart Meter Energy Readings, Grant value (£): 35,000, Duration of research project: 6 Months. 2016

Al Dar University College, A Big Data Inspired Decision Support Methodology to Combat Overweight and Obesity Using Advanced Artificial Neural Networks, Grant value (£): 60,000. 2016

Royal Academy of Engineering Newton Fund, Blueprint for a Decision Support System for Classification and Early Prediction of Polygenic Obesity in Humans Using Genetic Loci, Grant value (£): 5,995. 2016

Knowledge Transfer Partnership, Data Analytics in the Tourist Industry, Grant value (£): 60,000. 2015

SBRI Healthcare, Warn Dry, Grant value (£): 1,000,000. 2015

• Al-Khawarizmi International College (UAE), Medical Data Image Compression for Mobile Devices, Grant value (£): 52,350. 2014

Liverpool Community Health, Perceptions of Stakeholders in the use of Visual Technologies to Enhance Integrated Services with Specific Focus on Children with Cochlear Implants and Children with Autistic Spectrum Disorder, Grant value (£): 6,950. 2014

Bupa Seed Corn Grant, Exploring Strategies to Reduce Sedentary Behaviour and Promote Physical Activity among Young People with Cystic Fibrosis, Grant value (£): 19,990. 2012

North West Regional Innovation Fund, Keeping in Touch: Face-to-face with the Speech and Language Therapist via the Internet, Grant value (£): 5,000.

Teaching qualification:

Fellow of the Higher Education Academy. 2014