| Deep learning algorithms for bearing fault Diagnostics—A comprehensive review S Zhang, S Zhang, B Wang, TG Habetler IEEE Access 8, 29857-29881, 2020 | 252 | 2020 |
| 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 | 49 | 2020 |
| 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 | 39 | 2018 |
| 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 | 30 | 2019 |
| 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 | 26 | 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 | 24 | 2016 |
| 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 | 23 | 2019 |
| 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 | 10 | 2020 |
| 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 | 9 | 2019 |
| 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 | 6 | 2022 |
| 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 | 6 | 2020 |
| Estimating caloric intake in bedridden hospital patients with audio and neck-worn sensors S Zhang, D Nguyen, G Zhang, R Xu, N Maglaveras, N Alshurafa 2018 IEEE/ACM International Conference on Connected Health: Applications …, 2018 | 5 | 2018 |
| 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 | 4 | 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 | 4 | 2018 |
| Machine learning algorithms applied to detect feeding gestures S Zhang, R Alharbi, W Stogin, K Moran, AF Pfammatter, B Spring, ... The Obesity Society, 2016 | 4 | 2016 |
| 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 | 3 | 2021 |
| Visualization of multi-objective switched reluctance machine optimization at multiple operating conditions with t-sne S Zhang, S Zhang, S Li, L Du, TG Habetler 2019 IEEE Energy Conversion Congress and Exposition (ECCE), 3793-3798, 2019 | 3 | 2019 |
| Research on the HVC contactor switched capacitor at the zero-crossing point based on expert decision-making analysis L Wang, L Li, L Lv, S Zhang, D Xu Proceedings of The 7th International Power Electronics and Motion Control …, 2012 | 3 | 2012 |
| 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 | 2 | 2022 |
| 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 | 2 | 2021 |
Nabil AlshurafaAssistant Professor of Preventive Medicine and of Computer Science, Northwestern UniversityVerified email at northwestern.edu
