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Yu Guan
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Year
Ensembles of Deep LSTM Learners for Activity Recognition using Wearables
Y Guan, T Ploetz
ACM on interactive, mobile, wearable and ubiquitous technologies (IMWUT) 1 (2), 2017
5202017
The future of sleep health: a data-driven revolution in sleep science and medicine
I Perez-Pozuelo, B Zhai, J Palotti, R Mall, M Aupetit, JM Garcia-Gomez, ...
npj Digital Medicine 3 (42), 2020
2052020
On Reducing the Effect of Covariate Factors in Gait Recognition: a Classifier Ensemble Method
Y Guan, C Li, F Roli
IEEE Trans. Pattern Analysis and Machine Intelligence (T-PAMI) 37 (7), 1521 …, 2015
1422015
Towards Universal Representation for Unseen Action Recognition
Y Zhu, Y Long, Y Guan, S Newsam, L Shao
CVPR, 2018
1292018
Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification
S Wang, Y Guan, L Shao
IEEE Transactions on Image Processing, 2020
1102020
Selecting Clinically Relevant Gait Characteristics for Classification of Early Parkinson’s Disease: A Comprehensive Machine Learning Approach
RZ Rehman, S Del Din, Y Guan, A Yarnall, JQ Shi, L Rochester
Scientific Reports, 2019
1102019
Deep learning for human activity recognition in mobile computing
T Plötz, Y Guan
Computer 51 (5), 50-59, 2018
992018
Matrix factorization with rating completion: An enhanced SVD model for collaborative filtering recommender systems
X Guan, CT Li, Y Guan
IEEE access 5, 27668-27678, 2017
972017
Triple Verification Network for Generalised Zero-shot Learning
H Zhang, Y Long, Y Guan, L Shao
IEEE Transactions on Image Processing, 2019
942019
Orchestrating the development lifecycle of machine learning-based IoT applications: A taxonomy and survey
B Qian, J Su, Z Wen, DN Jha, Y Li, Y Guan, D Puthal, P James, R Yang, ...
ACM Computing Surveys (CSUR) 53 (4), 1-47, 2020
862020
A Robust Speed-Invariant Gait Recognition System for Walker and Runner Identification
Y Guan, CT Li
in Proc. the 6th IAPR International Conference on Biometrics (ICB'13),, 1-8, 2013
792013
Making Sense of Sleep: Multimodal Sleep Stage Classification in a Large, Diverse Population Using Movement and Cardiac Sensing
B Zhai, I Perez-Pozuelo, EAD Clifton, J Palotti, Y Guan
ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2020
732020
Learning Multi-granular Spatio-temporal Graph Network for Skeleton-based Action Recognition
T Chen, D Zhou, J Wang, S Wang, Y Guan, E Ding, X He
ACM International Conference on Multimedia (ACM MM), 2021
642021
Robust Clothing-Invariant Gait Recognition
Y Guan, CT Li, Y Hu
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP …, 2012
612012
Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers
Y Gao, Y Long, Y Guan, A Basu, J Baggaley, T Ploetz
ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 3 (1), 2019
552019
Robust cross-view gait recognition with evidence: A discriminant gait GAN (DiGGAN) approach
BZ Hu, Y Guan, Y Gao, Y Long, N Lane, T Ploetz
arXiv preprint arXiv:1811.10493, 2018
50*2018
Mobile based continuous authentication using deep features
MP Centeno, Y Guan, A van Moorsel
Proceedings of the 2nd international workshop on embedded and mobile deep …, 2018
462018
Comparison of walking protocols and gait assessment systems for machine learning based classification of Parkinson’s disease
RZ Rehman, S Del Din, JQ Shi, B Galna, S Lord, A Yarnall, Y Guan, ...
Sensors, 2019
432019
Inference of a compact representation of sensor fingerprint for source camera identification
R Li, CT Li, Y Guan
Pattern Recognition 74, 556-567, 2018
422018
Fatigue assessment using ECG and actigraphy sensors
Y Bai, Y Guan, WF Ng
Proceedings of the 2020 International Symposium on Wearable Computers, 12-16, 2020
342020
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Articles 1–20