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Browsing publications by Dr Yu Guan.

Newcastle AuthorsTitleYearFull text
Dr Rana Rehman
Dr Yu Guan
Dr Jian Shi
Dr Lisa Alcock
Dr Alison Yarnall
et al.
Investigating the Impact of Environment and Data Aggregation by Walking Bout Duration on Parkinson’s Disease Classification Using Machine Learning2022
Jie Su
Dr Zhenyu Wen
Dr Yu Guan
Learning disentangled behaviour patterns for wearable-based human activity recognition2022
Yang Bai
Dr Yu Guan
Discriminative Latent Semantic Graph for Video Captioning2021
Dr Shidong Wang
Dr Yu Guan
Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization2021
Bing Zhai
Dr Yu Guan
Dan Jackson
Patient-centred measurement of recovery from day-case surgery using wrist worn accelerometers: a pilot and feasibility study2021
Bing Zhai
Dr Yu Guan
Professor Mike Catt
Ubi-sleepnet: Advanced multimodal fusion techniques for three-stage sleep classification using ubiquitous sensing2021
Dr Bingzhang Hu
Dr Yu Guan
Dual reference age synthesis2020
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 data2020
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 Disorders2020
Bing Zhai
Dr Yu Guan
Making Sense of Sleep: Multimodal Sleep Stage Classification in a Large, Diverse Population Using Movement and Cardiac Sensing2020
Dr Shidong Wang
Dr Yu Guan
Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification2020
Bin Qian
Jie Su
Dr Zhenyu Wen
Devki Jha
Yinhao Li
et al.
Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey2020
Dr Jiabin Wang
Dr Bingzhang Hu
Dr Yang Long
Dr Yu Guan
Order matters: Shuffling sequence generation for video prediction2020
Grace Edmonds
Dan Jackson
Dr Yu Guan
Gladys -
Wrist-worn devices to improve arm movement in hemiplegic cerebral palsy: participatory design workshops2020
Dr Rana Rehman
Dr Silvia Del Din
Dr Jian Shi
Dr Brook Galna
Dr Alison Yarnall
et al.
Comparison of walking protocols and gait assessment systems for machine learning based classification of Parkinson’s disease2019
Bing Zhai
Dr Kyle Montague
Dr Yu Guan
Professor Patrick Olivier
Co-sleep: Designing a workplace-based wellness program for sleep deprivation2019
Dr Yang Long
Dr Yu Guan
Generic compact representation through visual-semantic ambiguity removal2019
Dr Rana Rehman
Dr Silvia Del Din
Dr Yu Guan
Dr Alison Yarnall
Dr Jian Shi
et al.
Selecting Clinically Relevant Gait Characteristics for Classification of Early Parkinson’s Disease: A Comprehensive Machine Learning Approach2019
Dr Yang Long
Dr Yu Guan
Dr Anna Basu
Jess Baggaley
Dr Thomas Ploetz
et al.
Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers2019
Dr Yu Guan
Active learning in multi-domain collaborative filtering recommender systems2018
Dr Thomas Ploetz
Dr Yu Guan
Deep Learning for Human Activity Recognition in Mobile Computing2018
Dr Yu Guan
Inference of a compact representation of sensor fingerprint for source camera identification2018
Mario Parreño Centeno
Dr Yu Guan
Professor Aad van Moorsel
Mobile based continuous authentication using deep features2018
Shane Halloran
Dr Jian Shi
Dr Yu Guan
Xi Chen
Michael Dunne-Willows
et al.
Remote cloud-based automated stroke rehabilitation assessment using wearables2018
Dr Yang Long
Dr Yu Guan
Triple Verification Network for Generalised Zero-shot Learning2018
Dr Yu Guan
Dr Thomas Ploetz
Ensembles of deep LSTM Learners for Activity Recognition using Wearables2017
Dr Yu Guan
Matrix Factorization with Rating Completion: an Enhanced SVD Model for Collaborative Filtering Recommender Systems2017
Dr Yu Guan
Enhanced SVD for Collaborative Filtering2016
Dr Yu Guan
On Reducing the effect of Covariate Factors in Gait Recognition: A Classifier Ensemble Method2015