Search Results - "Smeaton, Alan F"

Contrastive Representation Learning: A Framework and Review by Le-Khac, Phuc H., Healy, Graham, Smeaton, Alan F.

“…Contrastive Learning has recently received interest due to its success in self-supervised representation learning in the computer vision domain. However, the…”
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Calculating the matrix profile from noisy data by Hehir, Colin, Smeaton, Alan F

“…The matrix profile (MP) is a data structure computed from a time series which encodes the data required to locate motifs and discords, corresponding to…”
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Privacy-aware sharing and collaborative analysis of personal wellness data: Process model, domain ontology, software system and user trial by Tuovinen, Lauri, Smeaton, Alan F

“…Personal wellness data collected using wearable devices is a valuable resource, potentially containing knowledge that goes beyond what the device and its the…”
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Periodicity Intensity Reveals Insights into Time Series Data: Three Use Cases by Smeaton, Alan F., Hu, Feiyan

“…Periodic phenomena are oscillating signals found in many naturally occurring time series. A periodogram can be used to measure the intensities of oscillations…”
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Periodicity Intensity of the 24 h Circadian Rhythm in Newborn Calves Show Indicators of Herd Welfare by Rhodes, Victoria, Maguire, Maureen, Shetty, Meghana, McAloon, Conor, Smeaton, Alan F

“…Circadian rhythms are a process of the sleep-wake cycle that regulates the physical, mental and behavioural changes in all living beings with a period of…”
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Monitoring of Particulate Matter Emissions from 3D Printing Activity in the Home Setting by Khaki, Shirin, Duffy, Emer, Smeaton, Alan F., Morrin, Aoife

“…Consumer-level 3D printers are becoming increasingly prevalent in home settings. However, research shows that printing with these desktop 3D printers can…”
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Visualising household air pollution: Colorimetric sensor arrays for monitoring volatile organic compounds indoors by Duffy, Emer, Huttunen, Kati, Lahnavik, Roosa, Smeaton, Alan F, Morrin, Aoife

“…Indoor air quality monitoring as it relates to the domestic setting is an integral part of human exposure monitoring and health risk assessment. Hence there is…”
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Kids’Cam: An Objective Methodology to Study the World in Which Children Live by Signal, Louise N., PhD, Smith, Moira B., BDS, Barr, Michelle, MPH, Stanley, James, PhD, Chambers, Tim J., BPhEd, Zhou, Jiang, PhD, Duane, Aaron, BSc, Jenkin, Gabrielle L.S., PhD, Pearson, Amber L., PhD, Gurrin, Cathal, PhD, Smeaton, Alan F., PhD, Hoek, Janet, PhD, Ni Mhurchu, Cliona, PhD

“…Introduction This paper reports on a new methodology to objectively study the world in which children live. The primary research study (Kids’Cam Food…”
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Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding by Blanch, Marc Gorriz, Blasi, Saverio, Smeaton, Alan F., O'Connor, Noel E., Mrak, Marta

“…Neural networks can be successfully used to improve several modules of advanced video coding schemes. In particular, compression of colour components was shown…”
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Characterization of Volatile and Particulate Emissions from Desktop 3D Printers by Finnegan, Melissa, Thach, Colleen Lee, Khaki, Shirin, Markey, Emma, O'Connor, David J, Smeaton, Alan F, Morrin, Aoife

“…The rapid expansion of 3D printing technologies has led to increased utilization in various industries and has also become pervasive in the home environment…”
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Inhibition and Updating, but Not Switching, Predict Developmental Dyslexia and Individual Variation in Reading Ability by Doyle, Caoilainn, Smeaton, Alan F, Roche, Richard A P, Boran, Lorraine

“…To elucidate the core executive function profile (strengths and weaknesses in inhibition, updating, and switching) associated with dyslexia, this study…”
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Neural Patterns of the Implicit Association Test by Healy, Graham F, Boran, Lorraine, Smeaton, Alan F

“…The Implicit Association Test (IAT) is a reaction time based categorization task that measures the differential associative strength between bipolar targets…”
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Attention-Based Design and User Decisions on Information Sharing: A Thematic Literature Review by Amin, Zaid, Ali, Nazlena Mohamad, Smeaton, Alan F.

“…The spread of misinformation and disinformation online can do serious damage to individuals, organizations, and society in general. To fully comprehend user…”
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A dataset of text prompts, videos and video quality metrics from generative text-to-video AI models by Chivileva, Iya, Lynch, Philip, Ward, Tomás E., Smeaton, Alan F.

“…Evaluating the quality of videos which have been automatically generated from text-to-video (T2V) models is important if the models are to produce plausible…”
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Remote Collaborative Knowledge Discovery for Better Understanding of Self-tracking Data by Tuovinen, Lauri, Smeaton, Alan F.

“…Wearable self-tracking devices are an increasingly popular way for people to collect information relevant to their own health and well-being, but maximising…”
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The Smartphone As a Platform for Wearable Cameras in Health Research by Gurrin, Cathal, PhD, Qiu, Zhengwei, MSc, Hughes, Mark, PhD, Caprani, Niamh, MSc, Doherty, Aiden R., PhD, Hodges, Steve E., PhD, Smeaton, Alan F., PhD

“…Background The Microsoft SenseCam, a small camera that is worn on the chest via a lanyard, increasingly is being deployed in health research. However, the…”
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Playback-centric visualizations of video usage using weighted interactions to guide where to watch in an educational context by Lee, Hyowon, Liu, Mingming, Scriney, Michael, Smeaton, Alan F.

“…The steady increase in use of online educational tools and services has led to a large amount of educational video materials made available for students to…”
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An annotated video dataset for computing video memorability by Kiziltepe, Rukiye Savran, Sweeney, Lorin, Constantin, Mihai Gabriel, Doctor, Faiyaz, García Seco de Herrera, Alba, Demarty, Claire-Héléne, Healy, Graham, Ionescu, Bogdan, Smeaton, Alan F.

“…Using a collection of publicly available links to short form video clips of an average of 6 seconds duration each, 1275 users manually annotated each video…”
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Automatically detecting activities of daily living from in-home sensors as indicators of routine behaviour in an older population by Timon, Claire M, Hussey, Pamela, Lee, Hyowon, Murphy, Catriona, Vardan Rai, Harsh, Smeaton, Alan F

“…Objective The NEX project has developed an integrated Internet of Things (IoT) system coupled with data analytics to offer unobtrusive health and wellness…”
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Assessing the physiological effect of non-driving-related task performance in conditionally automated driving systems: A systematic review and meta-analysis protocol by Coyne, Rory, Ryan, Leona, Moustafa, Mohamed, Smeaton, Alan F, Corcoran, Peter, Walsh, Jane C

“…Background Level 3 automated driving systems involve the continuous performance of the driving task by artificial intelligence within set environmental…”
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