I am a Lecturer in data science and I lead the machine learning group in Open Lab.

My research interests are machine learning and its various applications such as behaviour analysis, wearable and ubiquitous computing, computer vision and biometrics, etc.

Before joining Newcastle University, I received my PhD degree at the department of computer science, University of Warwick in 2015.

2020

Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification

  1. Wang S
  2. Guan Y
  3. Shao L

2020IEEE Transactions on Image Processing

Evaluating upper limb function after stroke using the free-living accelerometer data

  1. Tang L
  2. Halloran S
  3. Shi JQ
  4. Guan Y
  5. Cao C
  6. Eyre J

2020Statistical Methods in Medical Research

Dual reference age synthesis

  1. Zhou Y
  2. Hu B
  3. He J
  4. Guan Y
  5. Shao L

2020Neurocomputing

Order matters: Shuffling sequence generation for video prediction

  1. Wang J
  2. Hu B
  3. Long Y
  4. Guan Y

202030th British Machine Vision Conference 2019, BMVC 2019

2019

Generic compact representation through visual-semantic ambiguity removal

  1. Long Y
  2. Guan Y
  3. Shao L

2019Pattern Recognition Letters

Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers

  1. Gao Y
  2. Long Y
  3. Guan Y
  4. Basu A
  5. Baggaley J
  6. Ploetz T

2019Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Selecting Clinically Relevant Gait Characteristics for Classification of Early Parkinson’s Disease: A Comprehensive Machine Learning Approach

  1. Rehman RZU
  2. Del Din S
  3. Guan Y
  4. Yarnall AJ
  5. Shi JQ
  6. Rochester L

2019Scientific Reports

Comparison of walking protocols and gait assessment systems for machine learning based classification of Parkinson’s disease

  1. Rehman RZU
  2. Del Din S
  3. Shi JQ
  4. Galna B
  5. Lord S
  6. Yarnall AJ
  7. Guan Y
  8. Rochester L

2019Sensors

Co-sleep: Designing a workplace-based wellness program for sleep deprivation

  1. Zhai B
  2. Nicolson S
  3. Montague K
  4. Guan Y
  5. Olivier P
  6. Ellis J

201913th EAI International Conference on Pervasive Computing Technologies for Healthcare

2018

Inference of a compact representation of sensor fingerprint for source camera identification

  1. Li R
  2. Li C-T
  3. Guan Y

2018Pattern Recognition

Deep Learning for Human Activity Recognition in Mobile Computing

  1. Plotz T
  2. Guan Y

2018Computer

Active learning in multi-domain collaborative filtering recommender systems

  1. Guan X
  2. Li C-T
  3. Guan Y

2018Proceedings of the 33rd Annual ACM Symposium on Applied Computing (SAC'18)

Active learning in multi-domain collaborative filtering recommender systems

  1. Guan X
  2. Li C-T
  3. Guan Y

2018Proceedings of the 33rd Annual ACM Symposium on Applied Computing (SAC'18)

Triple Verification Network for Generalised Zero-shot Learning

  1. Zhang H
  2. Long Y
  3. Guan Y
  4. Shao L

2018IEEE Transactions on Image Processing

Mobile based continuous authentication using deep features

  1. Centeno MP
  2. Guan Y
  3. van Moorsel A

2018EMDL 2018 - Proceedings of the 2018 International Workshop on Embedded and Mobile Deep Learning

Remote cloud-based automated stroke rehabilitation assessment using wearables

  1. Halloran S
  2. Shi JQ
  3. Guan Y
  4. Chen X
  5. Dunne-Willows M
  6. Eyre J

2018Proceedings - IEEE 14th International Conference on eScience, e-Science 2018

2017

Ensembles of deep LSTM Learners for Activity Recognition using Wearables

  1. Guan Y
  2. Ploetz T

2017Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Matrix Factorization with Rating Completion: an Enhanced SVD Model for Collaborative Filtering Recommender Systems

  1. Guan X
  2. Li C
  3. Guan Y

2017IEEE Access

Matrix Factorization with Rating Completion: an Enhanced SVD Model for Collaborative Filtering Recommender Systems

  1. Guan X
  2. Li C
  3. Guan Y

2017IEEE Access

2016

Enhanced SVD for Collaborative Filtering

  1. Guan X
  2. Li CT
  3. Guan Y

2016Advances in Knowledge Discovery and Data Mining (PAKDD 2016)

Enhanced SVD for Collaborative Filtering

  1. Guan X
  2. Li CT
  3. Guan Y

2016Advances in Knowledge Discovery and Data Mining (PAKDD 2016)

2015

Pokerprint: Seeing Through Your Playing Cards

  1. Guan Y
  2. Yan J

2015

On Reducing the effect of Covariate Factors in Gait Recognition: A Classifier Ensemble Method

  1. Guan Y
  2. Li C-T
  3. Roli F

2015IEEE Transactions on Pattern Analysis and Machine Intelligence