| Deep learning algorithms for bearing fault Diagnostics—A comprehensive review S Zhang, S Zhang, B Wang, TG Habetler IEEE Access 8, 29857-29881, 2020 | 780 | 2020 |
| Deep learning in human activity recognition with wearable sensors: A review on advances S Zhang, Y Li, S Zhang, F Shahabi, S Xia, Y Deng, N Alshurafa Sensors 22 (4), 1476, 2022 | 364 | 2022 |
| Necksense: A multi-sensor necklace for detecting eating activities in free-living conditions S Zhang, Y Zhao, DT Nguyen, R Xu, S Sen, J Hester, N Alshurafa Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2020 | 109 | 2020 |
| micro-Stress EMA: A Passive Sensing Framework for Detecting in-the-wild Stress in Pregnant Mothers ZD King, J Moskowitz, B Egilmez, S Zhang, L Zhang, M Bass, J Rogers, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019 | 71 | 2019 |
| Deep Learning Algorithms for Bearing Fault Diagnostics-A Review S Zhang, S Zhang, B Wang, TG Habetler 2019 IEEE 12th International Symposium on Diagnostics for Electrical …, 2019 | 58 | 2019 |
| I sense overeating: Motif-based machine learning framework to detect overeating using wrist-worn sensing S Zhang, W Stogin, N Alshurafa Information Fusion 41, 37-47, 2018 | 52 | 2018 |
| When generalized eating detection machine learning models fail in the field S Zhang, R Alharbi, M Nicholson, N Alshurafa Proceedings of the 2017 ACM international joint conference on pervasive and …, 2017 | 38 | 2017 |
| Food watch: Detecting and characterizing eating episodes through feeding gestures S Zhang, R Alharbi, W Stogin, M Pourhomayun, B Spring, N Alshurafa Proceedings of the 11th EAI International Conference on Body Area Networks …, 2016 | 32 | 2016 |
| Deep generative cross-modal on-body accelerometer data synthesis from videos S Zhang, N Alshurafa Adjunct Proceedings of the 2020 ACM International Joint Conference on …, 2020 | 25 | 2020 |
| Coughtrigger: Earbuds imu based cough detection activator using an energy-efficient sensitivity-prioritized time series classifier S Zhang, E Nemati, M Dinh, N Folkman, T Ahmed, M Rahman, J Kuang, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 20 | 2022 |
| CoughBuddy: Multi-modal Cough Event Detection Using Earbuds Platform E Nemati, S Zhang, T Ahmed, MM Rahman, J Kuang, A Gao The 17th IEEE-EMBS International Conference On Wearable And Implantable Body …, 2021 | 18 | 2021 |
| SyncWISE: Window induced shift estimation for synchronization of video and accelerometry from wearable sensors YC Zhang, S Zhang, M Liu, E Daly, S Battalio, S Kumar, B Spring, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020 | 15 | 2020 |
| Association of number of bites and eating speed with energy intake: Wearable technology results under free-living conditions N Alshurafa, S Zhang, C Romano, H Zhang, AF Pfammatter, AW Lin Appetite 167, 105653, 2021 | 12 | 2021 |
| Machine learning and deep learning algorithms for bearing fault diagnostics—A comprehensive review S Zhang, S Zhang, B Wang, TG Habetler arXiv preprint arXiv:1901.08247, 2019 | 11 | 2019 |
| Estimating caloric intake in bedridden hospital patients with audio and neck-worn sensors S Zhang, DT Nguyen, G Zhang, R Xu, N Maglaveras, N Alshurafa Proceedings of the 2018 IEEE/ACM International Conference on Connected …, 2018 | 10 | 2018 |
| SmartASL: " Point-of-Care" Comprehensive ASL Interpreter Using Wearables Y Jin, S Zhang, Y Gao, X Xu, S Choi, Z Li, HJ Adler, Z Jin Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2023 | 8 | 2023 |
| A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection S Zhang, E Nemati, T Ahmed, MM Rahman, J Kuang, A Gao 43rd Annual International Conference of the IEEE Engineering in Medicine and …, 2021 | 7 | 2021 |
| Habits necklace: A neck-worn sensor that captures eating related behavior and more S Zhang, D Nguyen, Z King, J Pradeep, N Alshurafa Proceedings of the 2018 ACM International Joint Conference and 2018 …, 2018 | 7 | 2018 |
| VibroScale: Turning your smartphone into a weighing scale S Zhang, Q Xu, S Sen, N Alshurafa Adjunct Proceedings of the 2020 ACM International Joint Conference on …, 2020 | 6 | 2020 |
| An end-to-end energy-efficient approach for intake detection with low inference time using wrist-worn sensor B Wei, S Zhang, X Diao, Q Xu, Y Gao, N Alshurafa IEEE Journal of Biomedical and Health Informatics 27 (8), 3878-3888, 2023 | 5 | 2023 |
Nabil AlshurafaAssociate Professor of Preventive Medicine and of Computer Science, Northwestern UniversityVerified email at northwestern.edu