Search Results - "McConville, Ryan"

Uncertainty in GNN Learning Evaluations: A Comparison between Measures for Quantifying Randomness in GNN Community Detection by Leeney, William, McConville, Ryan

“…(1) The enhanced capability of graph neural networks (GNNs) in unsupervised community detection of clustered nodes is attributed to their capacity to encode…”
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Outdoor Localization Using BLE RSSI and Accessible Pedestrian Signals for the Visually Impaired at Intersections by Shin, Kiyoung, McConville, Ryan, Metatla, Oussama, Chang, Minhye, Han, Chiyoung, Lee, Junhaeng, Roudaut, Anne

“…One of the major challenges for blind and visually impaired (BVI) people is traveling safely to cross intersections on foot. Many countries are now generating…”
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"The worst thing is lying in bed thinking 'I want a cigarette'" a qualitative exploration of smoker's and ex-smoker's perceptions of sleep during a quit attempt and the use of cognitive behavioural therapy for insomnia to aid cessation by Matthews, Joe A, Carlisle, Victoria R, Walker, Robert, Dennie, Emma J, Durant, Claire, McConville, Ryan, Isotalus, Hanna K, Attwood, Angela S

“…Smokers report poorer sleep quality than non-smokers and sleep quality deteriorates further during cessation, increasing risk of smoking relapse. Despite the…”
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Exophytic lesion in the anterior maxilla by McConville, Ryan, Willis, Amanda Mary

“…A high index of suspicion is required for any rapidly expanding lesion in the oral cavity especially when associated with mobility of the dentition…”
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A Comprehensive Study of Activity Recognition Using Accelerometers by Twomey, Niall, Diethe, Tom, Fafoutis, Xenofon, Elsts, Atis, McConville, Ryan, Flach, Peter, Craddock, Ian

“…This paper serves as a survey and empirical evaluation of the state-of-the-art in activity recognition methods using accelerometers. The paper is particularly…”
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Multimodal Classification of Parkinson’s Disease in Home Environments with Resiliency to Missing Modalities by Heidarivincheh, Farnoosh, McConville, Ryan, Morgan, Catherine, McNaney, Roisin, Masullo, Alessandro, Mirmehdi, Majid, Whone, Alan L., Craddock, Ian

“…Parkinson’s disease (PD) is a chronic neurodegenerative condition that affects a patient’s everyday life. Authors have proposed that a machine learning and…”
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Characterising Discourse and Engagement Across Topics of Misinformation on Twitter by Wojtczak, Dominika Nadia, Peersman, Claudia, Zuccolo, Luisa, McConville, Ryan

“…In recent years, online misinformation has become increasingly prevalent, leading to significant issues such as political polarisation and distrust of genuine…”
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OPERAnet, a multimodal activity recognition dataset acquired from radio frequency and vision-based sensors by Bocus, Mohammud J., Li, Wenda, Vishwakarma, Shelly, Kou, Roget, Tang, Chong, Woodbridge, Karl, Craddock, Ian, McConville, Ryan, Santos-Rodriguez, Raul, Chetty, Kevin, Piechocki, Robert

“…This paper presents a comprehensive dataset intended to evaluate passive Human Activity Recognition (HAR) and localization techniques with measurements…”
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Ethical, political and epistemic implications of machine learning (mis)information classification: insights from an interdisciplinary collaboration between social and data scientists by Domínguez Hernández, Andrés, Owen, Richard, Nielsen, Dan Saattrup, McConville, Ryan

“…Machine learning (ML) classification models are becoming increasingly popular for tackling the sheer volume and speed of online misinformation. In building…”
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Self‐supervised multimodal fusion transformer for passive activity recognition by Koupai, Armand K., Bocus, Mohammud J., Santos‐Rodriguez, Raul, Piechocki, Robert J., McConville, Ryan

“…The pervasiveness of Wi‐Fi signals provides significant opportunities for human sensing and activity recognition in fields such as healthcare. The sensors most…”
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A multimodal dataset of real world mobility activities in Parkinson’s disease by Morgan, Catherine, Tonkin, Emma L., Masullo, Alessandro, Jovan, Ferdian, Sikdar, Arindam, Khaire, Pushpajit, Mirmehdi, Majid, McConville, Ryan, Tourte, Gregory J. L., Whone, Alan, Craddock, Ian

“…Parkinson’s disease (PD) is a neurodegenerative disorder characterised by motor symptoms such as gait dysfunction and postural instability. Technological tools…”
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Protocol for PD SENSORS: Parkinson’s Disease Symptom Evaluation in a Naturalistic Setting producing Outcome measuRes using SPHERE technology. An observational feasibility study of multi-modal multi-sensor technology to measure symptoms and activities of daily living in Parkinson’s disease by Morgan, Catherine, Craddock, Ian, Tonkin, Emma L, Kinnunen, Kirsi M, McNaney, Roisin, Whitehouse, Sam, Mirmehdi, Majid, Heidarivincheh, Farnoosh, McConville, Ryan, Carey, Julia, Horne, Alison, Rolinski, Michal, Rochester, Lynn, Maetzler, Walter, Matthews, Helen, Watson, Oliver, Eardley, Rachel, Whone, Alan L

“…IntroductionThe impact of disease-modifying agents on disease progression in Parkinson’s disease is largely assessed in clinical trials using clinical rating…”
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The feasibility and acceptability of a rewards system based on food purchasing behaviour in secondary school cashless canteens: the Eat4Treats (E4T) cluster feasibility, non-randomised, controlled intervention study by Moore, Sarah E, Rooney, Ciara, Neville, Charlotte E, McConville, Ryan, Kee, Frank, McEvoy, Claire T, Woodside, Jayne V, Hanvey, Judith, McKinley, Michelle C

“…Using rewards may be an effective method to positively influence children's eating behaviour but evidence to date is limited, particularly in older children…”
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Automated Real-World Video Analysis of Sit-to-Stand Transitions Predicts Parkinson’s Disease Severity by Morgan, Catherine, Masullo, Alessandro, Mirmehdi, Majid, Isotalus, Hanna Kristiina, Jovan, Ferdian, McConville, Ryan, Tonkin, Emma L., Whone, Alan, Craddock, Ian

“…Introduction: Technology holds the potential to track disease progression and response to neuroprotective therapies in Parkinson’s disease (PD). The…”
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A dataset for room level indoor localization using a smart home in a box by McConville, Ryan, Byrne, Dallan, Craddock, Ian, Piechocki, Robert, Pope, James, Santos-Rodriguez, Raul

“…An annotated dataset of measurements obtained using the EurValve Smart Home In a Box (SHIB) rehabilitation monitoring system is presented. The SHiB is a low…”
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Offline reinforcement learning for safer blood glucose control in people with type 1 diabetes by Emerson, Harry, Guy, Matthew, McConville, Ryan

“…The widespread adoption of effective hybrid closed loop systems would represent an important milestone of care for people living with type 1 diabetes (T1D)…”
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Energy-efficient activity recognition framework using wearable accelerometers by Elsts, Atis, Twomey, Niall, McConville, Ryan, Craddock, Ian

“…Acceleration data for activity recognition typically are collected on battery-powered devices, leading to a trade-off between high-accuracy recognition and…”
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N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding by McConville, Ryan, Santos-Rodriguez, Raul, Piechocki, Robert J, Craddock, Ian

“…Deep clustering has increasingly been demonstrating superiority over conventional shallow clustering algorithms. Deep clustering algorithms usually combine…”
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Vesta: A digital health analytics platform for a smart home in a box by McConville, Ryan, Archer, Gareth, Craddock, Ian, Kozłowski, Michał, Piechocki, Robert, Pope, James, Santos-Rodriguez, Raul

“…This paper presents Vesta, a digital health platform composed of a smart home in a box for data collection and a machine learning based analytic system for…”
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Associations Between Self-Reported Sleep Quality, Fatigue Severity, Factors Associated With Successful Cessation, and Cessation Beliefs Among Regular Smokers by Matthews, Joe A, Sallis, Hannah M, Dyer, Maddy L, McConville, Ryan, Isotalus, Hanna, Attwood, Angela S

“…Smokers report poorer sleep than nonsmokers and sleep quality deteriorates further during cessation, increasing risk of smoking relapse. Better understanding…”
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