Publications by Dr Yu Guan - ePrints

Browsing publications by Dr Yu Guan.

Newcastle Authors	Title	Year
Gemma Bate Dr Cameron Kirk Dr Rana Rehman Dr Yu Guan Professor Alison Yarnall et al.	The Role of Wearable Sensors to Monitor Physical Activity and Sleep Patterns in Older Adult Inpatients: A Structured Review	2023
Dr Rana Rehman Dr Yu Guan Dr Jian Shi Dr Lisa Alcock Professor Alison Yarnall et al.	Investigating the Impact of Environment and Data Aggregation by Walking Bout Duration on Parkinson’s Disease Classification Using Machine Learning	2022
Dr Jie Su Dr Zhenyu Wen Dr Yu Guan	Learning disentangled behaviour patterns for wearable-based human activity recognition	2022
Dr Anna Basu Janice Pearse Dan Jackson Grace Edmonds Dr Yu Guan et al.	Wrist-Worn Devices to Encourage Affected Upper Limb Movement in Unilateral Cerebral Palsy: Participatory Design Workshops	2022
Yang Bai Dr Yu Guan	Discriminative Latent Semantic Graph for Video Captioning	2021
Dr Shidong Wang Dr Yu Guan	Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization	2021
Dr Bing Zhai Dr Yu Guan Dan Jackson	Patient-centred measurement of recovery from day-case surgery using wrist worn accelerometers: a pilot and feasibility study	2021
Dr Bing Zhai Dr Yu Guan Professor Mike Catt	Ubi-sleepnet: Advanced multimodal fusion techniques for three-stage sleep classification using ubiquitous sensing	2021
Dr Bingzhang Hu Dr Yu Guan	Dual reference age synthesis	2020
Dr Lin Tang Shane Halloran Dr Jian Shi Dr Yu Guan Dr Chunzheng Cao et al.	Evaluating upper limb function after stroke using the free-living accelerometer data	2020
Dr Rana Rehman Dr Silvia Del Din Dr Lisa Alcock Dr Yu Guan Professor Lynn Rochester et al.	Gait Analysis with Wearables can Accurately Classify Fallers from Non-Fallers: A Step toward Better Management of Neurological Disorders	2020
Dr Bing Zhai Dr Yu Guan	Making Sense of Sleep: Multimodal Sleep Stage Classification in a Large, Diverse Population Using Movement and Cardiac Sensing	2020
Dr Shidong Wang Dr Yu Guan	Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification	2020
Dr Bin Qian Dr Jie Su Dr Zhenyu Wen Devki Jha Yinhao Li et al.	Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey	2020
Dr Jiabin Wang Dr Bingzhang Hu Dr Yang Long Dr Yu Guan	Order matters: Shuffling sequence generation for video prediction	2020
Grace Edmonds Dan Jackson Dr Yu Guan Gladys -	Wrist-worn devices to improve arm movement in hemiplegic cerebral palsy: participatory design workshops	2020
Dr Rana Rehman Dr Silvia Del Din Dr Jian Shi Dr Brook Galna Professor Alison Yarnall et al.	Comparison of walking protocols and gait assessment systems for machine learning based classification of Parkinson’s disease	2019
Dr Bing Zhai Dr Kyle Montague Dr Yu Guan Professor Patrick Olivier	Co-sleep: Designing a workplace-based wellness program for sleep deprivation	2019
Dr Yang Long Dr Yu Guan	Generic compact representation through visual-semantic ambiguity removal	2019
Dr Rana Rehman Dr Silvia Del Din Dr Yu Guan Professor Alison Yarnall Dr Jian Shi et al.	Selecting Clinically Relevant Gait Characteristics for Classification of Early Parkinson’s Disease: A Comprehensive Machine Learning Approach	2019
Dr Jessica Baggaley Clay Dr Yang Long Dr Yu Guan Dr Anna Basu Jess Baggaley et al.	Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers	2019
Dr Yu Guan	Active learning in multi-domain collaborative filtering recommender systems	2018
Dr Thomas Ploetz Dr Yu Guan	Deep Learning for Human Activity Recognition in Mobile Computing	2018
Dr Yu Guan	Inference of a compact representation of sensor fingerprint for source camera identification	2018
Mario Parreño Centeno Dr Yu Guan Professor Aad van Moorsel	Mobile based continuous authentication using deep features	2018
Shane Halloran Dr Jian Shi Dr Yu Guan Xi Chen Michael Dunne-Willows et al.	Remote cloud-based automated stroke rehabilitation assessment using wearables	2018
Dr Yang Long Dr Yu Guan	Triple Verification Network for Generalised Zero-shot Learning	2018
Dr Yu Guan Dr Thomas Ploetz	Ensembles of deep LSTM Learners for Activity Recognition using Wearables	2017
Dr Yu Guan	Matrix Factorization with Rating Completion: an Enhanced SVD Model for Collaborative Filtering Recommender Systems	2017
Dr Yu Guan	Enhanced SVD for Collaborative Filtering	2016
Dr Yu Guan	On Reducing the effect of Covariate Factors in Gait Recognition: A Classifier Ensemble Method	2015