| Validity of consumer activity wristbands and wearable EEG for measuring overall sleep parameters and sleep structure in free-living conditions Z Liang, MA Chapa Martell Journal of Healthcare Informatics Research 2 (1), 152-178, 2018 | 117 | 2018 |
| Accuracy of Fitbit wristbands in measuring sleep stage transitions and the effect of user-specific factors Z Liang, MA Chapa-Martell JMIR mHealth and uHealth 7 (6), e13384, 2019 | 75 | 2019 |
| A multi-level classification approach for sleep stage prediction with processed data derived from consumer wearable activity trackers Z Liang, MA Chapa-Martell Frontiers in Digital Health 3, 665946, 2021 | 26 | 2021 |
| A personalized approach for detecting unusual sleep from time series sleep-tracking data Z Liang, MAC Martell, T Nishimura 2016 IEEE International Conference on Healthcare Informatics (ICHI), 18-23, 2016 | 26 | 2016 |
| Framing Self-quantification for Individual-level Preventive Health Care. Z Liang, MAC Martell HEALTHINF 15, 12-15, 2015 | 23 | 2015 |
| Is Fitbit fit for sleep-tracking? Sources of measurement errors and proposed countermeasures Z Liang, B Ploderer, MA Chapa-Martell Proceedings of the 11th EAI International Conference on Pervasive Computing …, 2017 | 21 | 2017 |
| Combining resampling and machine learning to improve sleep-wake detection of Fitbit wristbands Z Liang, MA Chapa-Martell 2019 IEEE international conference on healthcare informatics (ICHI), 1-3, 2019 | 20 | 2019 |
| Mining hidden correlations between sleep and lifestyle factors from quantified-self data Z Liang, MAC Martell, T Nishimura Proceedings of the 2016 ACM international joint conference on pervasive and …, 2016 | 19 | 2016 |
| A cloud-based intelligent computing system for contextual exploration on personal sleep-tracking data using association rule mining Z Liang, B Ploderer, MAC Martell, T Nishimura Intelligent Computing Systems: First International Symposium, ISICS 2016 …, 2016 | 16 | 2016 |
| Achieving accurate ubiquitous sleep sensing with consumer wearable activity wristbands using multi-class imbalanced classification Z Liang, MAC Martell 2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2019 | 10 | 2019 |
| Combining numerical and visual approaches in validating sleep data quality of consumer wearable wristbands Z Liang, MAC Martell 2019 IEEE International Conference on Pervasive Computing and Communications …, 2019 | 10 | 2019 |
| A Top-Down Approach to Teaching Web Development in the Cloud Z Liang, MA Chapa-Martell 2018 IEEE International Conference on Teaching, Assessment, and Learning for …, 2018 | 10 | 2018 |
| Accuracy of Fitbit wristbands in measuring sleep stage transitions and the effect of user-specific factors. JMIR Mhealth Uhealth. 2019 Jun 06; 7 (6): e13384. doi: 10.2196/13384 Z Liang, MA Chapa-Martell | 8 | |
| Validation of Omron Wearable Blood Pressure Monitor HeartGuideTM in Free-Living Environments Z Liang, MA Chapa-Martell International Conference on Wireless Mobile Communication and Healthcare …, 2020 | 7 | 2020 |
| Nurturing wearable and mHealth technologies for self-care: Mindset, tool set and skill set Z Liang, Y Nagata, MAC Martell, T Nishimura 2016 IEEE 18th International Conference on e-Health Networking, Applications …, 2016 | 5 | 2016 |
| Linear Performance-Breakdown Model: A Framework for GPU kernel programs performance analysis CMM Alberto, H Sato International Journal of Networking and Computing 5 (1), 86-104, 2015 | 5 | 2015 |
| Considering interpersonal differences in validating wearable sleep-tracking technologies Z Liang, MAC Martell 2017 Tenth International Conference on Mobile Computing and Ubiquitous …, 2017 | 4 | 2017 |
| Mitigating resource constraints in web development education using commercial cloud services Z Liang, MA Chapa-Martell The 18th Forum on Information Technology, 2019 | 3 | 2019 |
| Predicting Medical-Grade Sleep-Wake Classification from Fitbit Data Using Tree-Based Machine Learning Z Liang, MA CHAPA-MARTELL Rep. Number IPSJ SIG Tech. Rep 2019, 14, 2019 | 2 | 2019 |
| Not All Errors Are Created Equal: Influence of User Characteristics on Measurement Errors of Consumer Wearable Devices for Sleep Tracking Z Liang, M Martell EAI Endorsed Transactions on Pervasive Health and Technology 4 (15), 2018 | 2 | 2018 |
Zilu LiangAssociate Professor, Faculty of Engineering, Kyoto University of Advanced ScienceVerified email at cnl.t.u-tokyo.ac.jp
