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 | 530 | 2017 |
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 | 213 | 2020 |
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 | 144 | 2015 |
Towards Universal Representation for Unseen Action Recognition Y Zhu, Y Long, Y Guan, S Newsam, L Shao CVPR, 2018 | 130 | 2018 |
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 | 116 | 2019 |
Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification S Wang, Y Guan, L Shao IEEE Transactions on Image Processing, 2020 | 114 | 2020 |
Deep learning for human activity recognition in mobile computing T Plötz, Y Guan Computer 51 (5), 50-59, 2018 | 101 | 2018 |
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 | 100 | 2017 |
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 | 95 | 2020 |
Triple Verification Network for Generalised Zero-shot Learning H Zhang, Y Long, Y Guan, L Shao IEEE Transactions on Image Processing, 2019 | 94 | 2019 |
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 | 79 | 2013 |
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 | 72 | 2020 |
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 | 70 | 2021 |
Robust Clothing-Invariant Gait Recognition Y Guan, CT Li, Y Hu Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP …, 2012 | 62 | 2012 |
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 | 55 | 2019 |
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 | 53* | 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 | 47 | 2018 |
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 | 43 | 2019 |
Inference of a compact representation of sensor fingerprint for source camera identification R Li, CT Li, Y Guan Pattern Recognition 74, 556-567, 2018 | 42 | 2018 |
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 | 35 | 2020 |