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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
3792017
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
1292015
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
942020
Towards Universal Representation for Unseen Action Recognition
Y Zhu, Y Long, Y Guan, S Newsam, L Shao
CVPR, 2018
812018
Deep learning for human activity recognition in mobile computing
T Plötz, Y Guan
Computer 51 (5), 50-59, 2018
752018
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
752013
Triple Verification Network for Generalised Zero-shot Learning
H Zhang, Y Long, Y Guan, L Shao
IEEE Transactions on Image Processing, 2019
732019
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
672019
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
642017
Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification
S Wang, Y Guan, L Shao
IEEE Transactions on Image Processing, 2020
592020
Robust Clothing-Invariant Gait Recognition
Y Guan, CT Li, Y Hu
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP …, 2012
542012
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
422020
Inference of a compact representation of sensor fingerprint for source camera identification
R Li, CT Li, Y Guan
Pattern Recognition 74, 556-567, 2018
352018
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
342020
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
302019
Gait recognition based on the golden ratio
Y Liang, CT Li, Y Guan, Y Hu
EURASIP Journal on Image and Video Processing 2016 (1), 1-8, 2016
302016
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
292018
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
26*2018
Random Subspace Method for Gait Recognition
Y Guan, CT Li, Y Hu
IEEE International Conference on Multimedia and Expo Workshops (ICMEW),, 284 …, 2012
242012
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
232019
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