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Mi Zhang, Ph.D. - Publications

Affiliations: 
2013 Electrical Engineering University of Southern California, Los Angeles, CA, United States 
Area:
Electronics and Electrical Engineering, Computer Engineering
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16 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Mohr DC, Zhang M, Schueller SM. Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning. Annual Review of Clinical Psychology. PMID 28375728 DOI: 10.1146/Annurev-Clinpsy-032816-044949  0.322
2015 Saeb S, Zhang M, Karr CJ, Schueller SM, Corden ME, Kording KP, Mohr DC. Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study. Journal of Medical Internet Research. 17: e175. PMID 26180009 DOI: 10.2196/Jmir.4273  0.305
2015 Rabbi M, Pfammatter A, Zhang M, Spring B, Choudhury T. Automated personalized feedback for physical activity and dietary behavior change with mobile phones: a randomized controlled trial on adults. Jmir Mhealth and Uhealth. 3: e42. PMID 25977197 DOI: 10.2196/Mhealth.4160  0.322
2013 Zhang M, Sawchuk AA. Human daily activity recognition with sparse representation using wearable sensors. Ieee Journal of Biomedical and Health Informatics. 17: 553-60. PMID 24592458 DOI: 10.1109/Jbhi.2013.2253613  0.615
2013 Vathsangam H, Zhang M, Tarashansky A, Sawchuk AA, Sukhatme GS. Towards practical energy expenditure estimation with mobile phones Conference Record - Asilomar Conference On Signals, Systems and Computers. 74-79. DOI: 10.1109/ACSSC.2013.6810233  0.505
2012 Zhang M, Lange B, Chang CY, Sawchuk AA, Rizzo AA. Beyond the standard clinical rating scales: fine-grained assessment of post-stroke motor functionality using wearable inertial sensors. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6111-5. PMID 23367323 DOI: 10.1109/EMBC.2012.6347388  0.472
2012 Xu W, Zhang M, Sawchuk AA, Sarrafzadeh M. Robust human activity and sensor location corecognition via sparse signal representation. Ieee Transactions On Bio-Medical Engineering. 59: 3169-76. PMID 22875238 DOI: 10.1109/Tbme.2012.2211355  0.6
2012 Chang CY, Lange B, Zhang M, Koenig S, Requejo P, Somboon N, Sawchuk AA, Rizzo AA. Towards pervasive physical rehabilitation using microsoft kinect 2012 6th International Conference On Pervasive Computing Technologies For Healthcare and Workshops, Pervasivehealth 2012. 159-162. DOI: 10.4108/icst.pervasivehealth.2012.248714  0.456
2012 Zhang M, Sawchuk AA. A feature selection-based framework for human activity recognition using wearable multimodal sensors Bodynets 2011 - 6th International Icst Conference On Body Area Networks. 92-98. DOI: 10.4108/icst.bodynets.2011.247018  0.541
2012 Zhang M, Sawchuk AA. Motion primitive-based human activity recognition using a Bag-of-Features approach Ihi'12 - Proceedings of the 2nd Acm Sighit International Health Informatics Symposium. 631-640. DOI: 10.1145/2110363.2110433  0.531
2012 Xu W, Zhang M, Sawchuk AA, Sarrafzadeh M. Co-recognition of human activity and sensor location via compressed sensing in wearable body sensor networks Proceedings - Bsn 2012: 9th International Workshop On Wearable and Implantable Body Sensor Networks. 124-129. DOI: 10.1109/BSN.2012.14  0.577
2012 Zhang M, Sawchuk AA. USC-HAD: A daily activity dataset for ubiquitous activity recognition using wearable sensors Ubicomp'12 - Proceedings of the 2012 Acm Conference On Ubiquitous Computing. 1036-1043.  0.568
2012 Zhang M, Sawchuk AA. A preliminary study of sensing appliance usage for human activity recognition using mobile magnetometer Ubicomp'12 - Proceedings of the 2012 Acm Conference On Ubiquitous Computing. 745-748.  0.528
2011 Zhang M, Sawchuk AA. Context-aware fall detection using a Bayesian network Acm International Conference Proceeding Series. 10-16. DOI: 10.1145/2036146.2036149  0.521
2011 Zhang M, Sawchuk AA. A bag-of-features-based framework for human activity representation and recognition Sagaware'11 - Proceedings of the 2011 International Workshop On Situation Activity and Goal Awareness. 51-55. DOI: 10.1145/2030045.2030058  0.581
2011 Zhang M, Sawchuk AA. Manifold learning and recognition of human activity using body-area sensors Proceedings - 10th International Conference On Machine Learning and Applications, Icmla 2011. 2: 7-13. DOI: 10.1109/ICMLA.2011.92  0.541
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