Publications

REFEREED JOURNAL PUBLICATIONS

  • [J41] Diliang Chen, Golnoush Asaeikheybari, Huan Chen, Wenyao Xu, Ming-Chun Huang, ”Ubiquitous Fall Hazard Identification with Smart Insole”, to appear IEEE Journal of Biomedical and Health Informatics (J-BHI).
  • [J40] Yu-Ju Lee, David Hall, Quan Liu, Wen-Wei Liao, Ming-Chun Huang, ”Interpretable Tropical Cyclone Intensity Estimation using Dvorak-Inspired Machine Learning Techniques”, Engineering Applications of Artificial Intelligence (EAAI), Volume 101, 104233, May 2021.
  • [J39] Monica Webb Hooper, David B. Miller, Enrique Saldivar, Charlene Mitchell, Lacresha Johnson, Marilyn Burns, Ming-Chun Huang, "Randomized Controlled Trial Testing a Video-Text Mobile Tobacco Cessation Intervention among Economically Disadvantaged African American Adults", Psychology of Addictive Behaviors.
  • [J38] Hanbin Zhang, Chen Song, Aditya Singh Rathore, Ming-Chun Huang, Yuan Zhang, Wenyao Xu, "mHealth Technologies towards Parkinson's Disease Detection and Monitoring in Daily Life: A Comprehensive Review", IEEE Reviews in Biomedical Engineering (RBME), Volume 14, Pages 71 - 81, March 2021
  • [J37] Golnoush Asaeikheybari, Monica Webb Hooper, Ming-Chun Huang, "A Context-Adaptive Smoking Cessation System Using Videos", Elsevier Smart Health (SH), Volume 10, 100148, March 2021.
  • [J36] Haotian Jiang, James Starkman, Yu-Ju Lee, Huan Chen, Xiaoye Qian, Ming-Chun Huang, ”Distributed Deep Learning Optimized System over the Cloud and Smart Phone Devices”, IEEE Transactions on Mobile Computing (TMC), Volume 20, Issue 1, Pages 147 - 161, January 2021.
  • [J35] Carolyn H. Still, Seunghee Margevicius, Carla Harwell, Ming-Chun Huang, LaTonya Martin, Phuong B Dang, Jackson T Wright Jnr, "A Community and Technology-Based Approach for Hypertension Self-Management (COACHMAN) to Improve Blood Pressure Control in African Americans: Results from a Pilot Study". Patient Preference And Adherence (PPA). Volume 14, Pages 2301 - 2313, November 2020.
  • [J34] Yi Cai, Jianian Zheng, Xiaoliang Zhang, Haotian Jiang, Ming-Chun Huang, "GAM Feature Selection to Discover Predominant Factors for Mortality of Weekend and Weekday Admission to the ICUs", Elsevier Smart Health (SH), Volume 18, 100145, November 2020.
  • [J33] Jiajie Hu, Ming-Chun Huang, Xiong Yu, ”Efficient Mapping of Crash Risk at Intersections with Connected Vehicle Data and Deep Learning Models”, Accident Analysis & Prevention (AAP), Volume 144,  105665, September 2020.
  • [J32] Kuo-Chung Chu, Hsin-Ke Lu, Ming-Chun Huang, Shr-Jie Lin, Wen-I Liu, Yu-Shu Huang, Jen-Fu Hsu, Chih-Huan Wang, ”Using Mobile Electroencephalography and Actigraphy to Diagnose Attention-Deficit/Hyperactivity Disorder: Case-Control Comparison Study”, Journal of Medical Internet Research (JMIR) Mental Health, Volume 7, Issue 6, e12158, June 2020.
  • [J31] Ridaa Ali, Jia Chen, Guanzhou Qu, Miriam Pekarek, Yi Cai, Feng Zhou, Ming-Chun Huang, ”Pain Marker Evaluation Application in Augmented Reality and Mobile Platforms”, Computing in Science and Engineering Journal (CiSE), Volume 22, Issue 3, Pages 40 - 50, April 2020.
  • [J30] Jianian Zheng, Huiyi Cao, Diliang Chen, Rahila Ansari, Kuo-Chung Chu, Ming-Chun Huang, ”Designing Deep Reinforcement Learning Systems for Musculoskeletal Modeling and Locomotion Analysis Using Wearable Sensor Feedback”, IEEE Sensors Journal (SJ), Volume 20, Issue 16, Pages 9274 - 9282, April 2020.
  • [J29] Xiaoye Qian, Quan Liu, Huan Chen, Haotian Jiang, Justin Green, Haoyou Cheng, Ming-Chun Huang, ”Wearable Computing With Distributed Deep Learning Hierarchy: A Study of Fall Detection", IEEE Sensors Journal (SJ), Volume 20, Issue 16, Pages 9408 - 9416, April 2020.
  • [J28] Diliang Chen, Yi Cai, Xiaoye Qian, Rahila Ansari, Wenyao Xu, Kuo-Chung Chu, Ming-Chun Huang, ”Bring Gait Lab to Everyday Life: Gait Analysis in Terms of Activities of Daily Living”, IEEE Internet of Things Journal (IOTJ), Volume 7, Issue 2, Pages 1298 - 1312, February 2020.
  • [J27] Golnoush Asaeikheybari, Justin Green, Xiaoye Qian, Haotian Jiang, Ming-Chun Huang, "Medical Image Learning from a Few/Few Training Samples: Melanoma Segmentation Study", Elsevier Smart Health (SH), Volume 14, 100088, December 2019.
  • [J26] Diliang Chen, Huiyi Cao, Huan Chen, Zetao Zhu, Xiaoye Qian, Wenyao Xu, Ming-Chun Huang, "Smart Insole-Based Indoor Localization System for Internet of Things Applications", IEEE Internet of Things Journal (IOTJ), Volume 6, Issue 4, Pages 7253 - 7265, August 2019.
  • [J25] Xiaoliang Zhang, Ziqi Yang, Taiyu Chen, Diliang Chen, Ming-Chun Huang, "Cooperative Sensing and Wearable Computing for Sequential Hand Gesture Recognition", IEEE Sensors Journal (SJ), Volume 19, Issue 14, Pages 5775 - 5783. July 2019.
  • [J24] Rebecca Schnall, Jasmine Carcamo, Tiffany Porras, Ming-Chun Huang, Monica Webb Hooper, "Use of the Phase-Based Model of Smoking Treatment to Guide Intervention Development for Persons Living with HIV Who Self-Identify as African American Tobacco Smokers", International Journal of Environmental Research and Public Health (IJERPH), Volume 16, Issue 10, Pages 1703 - 1714, May 2019.
  • [J23] Haotian Jiang, Mustafa Coskun, Alaa Badokhon, Menghan Liu, Ming-Chun Huang, "Hidden Smile Correlation Discovery Across Subjects Using Random Walk with Restart", IEEE Transactions on Affective Computing (TAC), Volume 10, Issue 1, Pages 76 - 84, January-March 2019.
  • [J22] Taiyu Chen, Xiaoliang Zhang, Haotian Jiang, Golnoush Asaeikheybari, Nikhil Goel, Monica Webb Hooper, Ming-Chun Huang, ”Are You Smoking? Automatic Alert System Helping People Keep Away from Cigarettes", Elsevier Smart Health (SH), Volume 9, Pages 158 - 169, December 2018.
  • [J21] Diliang Chen, Yi Cai, Ming-Chun Huang, ”Customizable Pressure Sensor Array: Design and Evaluation", IEEE Sensors Journal (SJ), Volume 18, Issue 15, Pages 6337 - 6344, August 2018.
  • [J20] Diliang Chen, Yi Cai, Jiawei Cui, Jia Chen, Haotian Jiang, Ming-Chun Huang, "Risk Factors Identification and Visualization for Work-related Musculoskeletal Disorders with Wearable and Connected Gait Analytics System and Kinect Skeleton Models", Elsevier Smart Health (SH), Volume 7, Pages 60 - 77, June 2018.
  • [J19] Haotian Jiang, James Starkman, Menghan Liu, Ming-Chun Huang, "Food Nutrition Visualization on Google Glass", IEEE Consumer Electronics Magazine (CEM), Volume 7, Issue 3, Pages 21 - 31, May 2018.
  • [J18] Zixuan Feng, Subrina Rafique, Yi Cai, Lu Han, Ming-Chun Huang, Hongping Zhao, "ZnO Nanowall Networks for Sensor Devices: From Hydrothermal Synthesis to Device Demonstration", The Electrochemical Society Journal (ECS) of Solid State Science and Technology, Volume 7, Issue 7, Pages 3114 – 3119, April 2018.
  • [J17] Yi Cai, Yifan Guo, Haotian Jiang, Ming-Chun Huang, "Machine-learning Approaches for Recognizing Muscle Activities Involved in Facial Expressions Captured by Multi-channels Surface Electromyogram", Elsevier Smart Health (SH), Volume 5, Pages 15 - 25, January 2018.
  • [J16] Jiawei Cui, Jia Chen, Guanzhou Qu, James Starkman, Xiao Zeng, Elizabeth Madigan, Miriam Pekarek, Wenyao Xu, Ming-Chun Huang, "Wearable Gait Lab System Providing Quantitative Statistical Support for Human Balance Tests", Elsevier Smart Health (SH), Volume 3, Issue 2, Pages 27 - 38, September 2017.
  • [J15] Menghan Liu, Haotian Jiang, Jia Chen, Ming-Chun Huang, "Tidal Volume Estimation Using Portable Ultrasound Imaging System", IEEE Sensors Journal (SJ), Volume: 16, Issue 24, Pages 9014 - 9020, December 2016.
  • [J14] Xiaowei Xu, Feng Lin, Aosen Wang, Yu Hu, Ming-Chun Huang, Wenyao Xu, "Body-Earth Mover’s Distance: A Matching-Based Approach for Sleep Posture Recognition", IEEE Transactions on Biomedical Circuits and Systems (TBioCAS), Volume 10, Issue 5, Pages 1023 - 1035, October 2016.
  • [J13] Ming-Chun Huang, Jason J. Liu, Wenyao Xu, Changzhan Gu, Changzhi Li, Majid Sarrafzadeh, ”A Self-Calibrating Radar Sensor System Design for Measuring Vital Signs”, IEEE Transactions on Biomedical Circuits and Systems (TBioCAS), Volume 10, Issue 2, Pages 352 - 363, April 2016.
  • [J12] Menghan Liu, Ming-Chun Huang, ”Asthma Pattern Identification via Continuous Diaphragm Motion Monitoring”, IEEE Transactions on Multi-Scale Computing Systems (TMSCS), Volume 1, Issue 2, Pages 76 - 84, October 2015.
  • [J11] Jason J. Liu, Ming-Chun Huang, Wenyao Xu, Xiaoyi Zhang, Luke Stevens, Nabil Alshurafa, Majid Sarrafzadeh, ”BreathSens: A Continuous On-Bed Respiratory Monitoring System with Torso Localization Using an Unobtrusive Pressure Sensing Array”, IEEE Journal of Biomedical and Health Informatics (J-BHI), Volume 19, Issue 5, Pages 1682 - 1688, September 2015.
  • [J10] Yu-Ju Lee, Ming-Chun Huang, Xiaoyi Zhang, Wenyao Xu, ”FridgeNet: A Nutrition and Social Activity Promotion Platform for Aging Populations”, IEEE Intelligent Systems (IS), Volume 30, Issue 4, Pages 23-30, July 2015.
  • [J09] Yingxiao Wu, Wenyao Xu, Jason J. Liu,  Ming-Chun Huang, Shuang Luan, Yu-Ju Lee, "An Energy-Efficient Adaptive Sensing Framework for Gait Monitoring Using Smart Insole ", IEEE Sensors Journal (SJ), Volume 15, Issue 4, Pages 2335 - 2343, April 2015.
  • [J08] Nabil Alshurafa, Wenyao Xu, Jason J. Liu, Ming-Chun Huang, Bobak Mortazavi, Christian K. Roberts, Majid Sarrafzadeh, "Designing a Robust Activity Recognition Framework for Health and Exergaming Using Wearable Sensors", IEEE Journal of Biomedical and Health Informatics (J-BHI), Volume 18, Issue 5, Pages 1636 - 1646, September 2014.
  • [J07] Lauren Samy, Ming-Chun Huang, Jason J. Liu, Wenayo Xu, Majid Sarrafzadeh, "Unobtrusive Sleep Stage Identification Using a Pressure Sensitive Bed Sheet", IEEE Sensors Journal (SJ), Volume 14, Issue 7, Pages 2092 - 2101, July 2014.
  • [J06] Ming-Chun Huang, Si-Huei Lee, Shih-Ching Yeh, Rai-Chi Chan, Albert Rizzo, Wenyao Xu, Han-Lin Wu, Shan-hui Lin, "Intelligent Frozen Shoulder Rehabilitation", IEEE Intelligent Systems Journal (IS), Volume 29, Issue 3, Pages 22 - 28, May-June, 2014.
  • [J05] Shih-Ching Yeh, Ming-Chun Huang, Pa-Chun Wang, Te-Yung Fang, Mu-Chun Su, Po-Yi Tsai, Albert Rizzo, "Machine Learning-based Assessment Tool for Imbalance and Vestibular Dysfunction with Virtual Reality Rehabilitation System", Computer Methods and Programs in Biomedicine (CMPB), Volume 116, Issue 3, Pages 311 - 318, May 2014.
  • [J04] Ming-Chun Huang, Jason J. Liu, Wenyao Xu, Nabil Alshurafa, Xiaoyi Zhang, Majid Sarrafzadeh, "Using Pressure Map Sequences for Recognition of On Bed Rehabilitation Exercises", IEEE Journal Of Biomedical and Health Informatics (J-BHI), Volume 18, Issue 2, Pages 411 - 418,  March 2014.
  • [J03] Jason J. Liu, Wenyao Xu, Ming-Chun Huang, Nabil Alshurafa, Majid Sarrafzadeh, Nitin Raut, Behrooz Yadegar, "Sleep Posture Analysis Using a Dense Pressure Sensitive Bedsheet", Pervasive and Mobile Computing (PMC), Volume 10, Pages 34 - 50, February 2014.
  • [J02] Wenyao Xu, Ming-Chun Huang, Navid Amini, Lei He, Majid Sarrafzadeh, "eCushion: A Textile Pressure Sensor Array Design and Calibration for Sitting Posture Analysis", IEEE Sensors Journal (SJ), Volume 13, Issue 10, Pages 3926 - 3934, October 2013.
  • [J01] Peter B. Lillehoj, Ming-Chun Huang, Newton Truong, Chih-Ming Ho, "Rapid Electrochemical Detection on a Mobile Phone", Lab on a Chip, Volume 13, Issue 15, Pages 2950 - 2955, May 2013.

REFEREED CONFERENCE PUBLICATIONS

  • [C30] Golnoush Asaeikheybari, Cory Hughart, Devansh Gupta, Ann Avery, Mary M Step, Jennifer McMillen Smith, Joshua Kratz, Julia Briggs, Ming-Chun Huang, "Precision HIV Health App, Positive Peers, Powered by Data Harnessing, AI, and Learning", Transdisciplinary Artificial Intelligence (TransAI’20) Conference, Remote from California, September 2020.
  • [C29] Jiajie Hu, Ming-Chun Huang, Xiong Yu, ”Slippery Pavement Detection Based on Deep Learning and Connected Vehicle Data”, The Transportation Research Board 99th Annual Meeting (TRB’20), Washington, D.C, USA, January 2020.
  • [C28] Xiaoye Qian, Haoyou Cheng, Diliang Chen, Quan Liu, Huan Chen, Haotian Jiang, Ming-Chun Huang, ”The Smart Insole: A Pilot Study of Fall Detection”, 14th EAI International Conference on Body Area Networks (BodyNet’19), Florence, Italy, October 2019.*
  • [C27] Ridaa Ali, Jia Chen, Jianian Zheng, Ming-Chun Huang, "Explore Correlation Between Body Balance and Perception using mHealth Technology", 2019 IEEE 16th International Conference on Wearable and Implantable Body Sensor Networks (BSN'19), Chicago, USA, May 2019. *
  • [C26] Yi Cai, Jia Chen, Diliang Chen, Guanzhou Qu, Hongping Zhao, Rahila Ansari, Ming-Chun Huang, "Smart Prosthesis System: Continuous Automatic Prosthesis Fitting Adjustment and Real-time Stress Visualization", 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS'18), Cleveland, USA, October 2018.* 
  • [C25] Yi Cai, Haotian Jiang, Diliang Chen, Ming-Chun Huang, "Online Learning Classifier Based Behavioral Biometric Authentication", 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN'18), Las Vegas, USA, March 2018.
  • [C24] Haotian Jiang, Yi Cai, Xiao Zeng, Ming-Chun Huang, "Does Background Really Matter? Worker Activity Recognition in Unconstrained Construction Environment", 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN'18), Las Vegas, USA, March 2018.
  • [C23] Xinyao Tang, Ming-Chun Huang, Soumyajit Mandal, "An Internet of Ears for Crowd-Aware Smart Buildings Based on Sparse Sensor Networks", 2017 IEEE Sensors (SENSORS'17), November 2017.
  • [C22] Diliang Chen, Jia Chen, Haotian Jiang, Ming-Chun Huang, "Risk Factors Identification for Work-related Musculoskeletal Disorders with Wearable and Connected Gait Analytics System", 2017 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE'17), Philadelphia, USA, July 2017.
  • [C21] Menghan Liu, Haotian Jiang, Jia Chen, Alaa Badokhon, Xuetao Wei, Ming-Chun Huang, ”A Collaborative Privacy-Preserving Deep Learning System in Distributed Mobile Environment”, 2016 International Conference on Computational Science and Computational Intelligence (CSCI’16), Las Vegas, USA, December 2016.
  • [C20] Xuetao Wei, Michael Wolf, Lei Guo, Kyu Hyung Lee, Ming-Chun Huang, Nan Niu, ”emphaSSL: Towards Emphasis as a Mechanism to Harden Networking Security in Android Apps”, 2016 IEEE Global Communications Conference (GLOBECOM’16), Washington DC, USA, December 2016.
  • [C19] Dong Qin, Ming-Chun Huang, ”A Smart Phone based Gait Monitor System”, Proceedings of the 10th EAI International Conference on Body Area Networks (Bodynets’15), Sydney, Australia, September 2015.
  • [C18] Haotian Jiang, James Starkman, Chih-Hung Kuo, Ming-Chun Huang, ”AcuGlass: Quantifying Acupuncture Therapy Using Google Glass”, Proceedings of the 10th EAI International Conference on Body Area Networks (Bodynets’15), Sydney, Australia, September 2015.
  • [C17] Shuya Chen, Ho Huang, Yu-Ching Lan, Wen-Dien Chang, Ming-Chun Huang, Yi-Ru Zheng, Shih-Ching Yeh, ”Usability of a Low-Cost Wearable Health Device for Physical Activity and Sleep Duration in Healthy Adults”, Proceedings of the 2015 Workshop on Pervasive Wireless Healthcare (MobileHealth’15), Hangzhou, China, June 2015.
  • [C16] Jason J. Liu, Ming-Chun Huang, Wenyao Xu, Majid Sarrafzadeh, "Bodyparts Localization for Pressure Ulcer Prevention", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'14), Chicago, USA, August 2014.
  • [C15] Ming-Chun Huang, Jason J. Liu, Xiaoyi Zhang, Majid Sarrafzadeh, Wenyao Xu, "EZwakeup: A Sleep Environment Design for Sleep Quality Improvement", ACM CHI Conference on Human Factors in Computing Systems (CHI'14), Toronto, Canada, April 2014.
  • [C14] Xiaoyi Zhang, Ming-Chun Huang, Fengbo Ren, Wenyao Xu, Nan Guan, Wang Yi, "Proper Running Posture Guide: A Wearable Biomechanics Capture System", Proceedings of the 8th International Conference on Body Area Networks (BodyNet'13), Boston, USA, October 2013.
  • [C13] Xiaoyi Zhang, Wenyao Xu, Ming-Chun Huang, Navid Amini, Fengbo Ren, "See UV on Your Skin: An Ultraviolet Sensing and Visualization System", Proceedings of the 8th International Conference on Body Area Networks (BodyNet'13), Boston, USA, October 2013.
  • [C12] Ming-Chun Huang, Wenyao Xu, Jason J. Liu, Yi Su, Lei He, Majid Sarrafzadeh, "Inconspicuous Personal Computer Protection with Touch-Mouse", International Conference on Human Computer Interaction (HCI'13), Las Vegas, USA, July 2013.
  • [C11] Ming-Chun Huang, Wenyao Xu, Jason J. Liu, Lauren Samy, Amir Vajid, Nabil Alshurafa, Majid Sarrafzadeh, "Inconspicuous On-bed Respiratory Rate Monitoring", Proceedings of the 6th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'13), Rhodes Island, Greece, May 2013.
  • [C10] Wenyao Xu, Ming-Chun Huang, Jason J. Liu, Fengbo Ren, Xinchen Shen, Xiao Liu, Majid Sarrafzadeh, "mCOPD: Mobile Phone Based Lung Function Diagnosis and Exercise System for COPD", Proceedings of the 6th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'13), Rhodes Island, Greece, May 2013.
  • [C09] Jason J. Liu, Ming-Chun Huang, Wenyao Xu, Nabil Alshurafa, Majid Sarrafzadeh, "On-bed Monitoring for Range of Motion Exercises with a Pressure Sensitive Bedsheet", 2013 IEEE International Conference on Body Sensor Networks (BSN'13), Boston, USA, May 2013.* 
  • [C08] Nabil Alshurafa, Wenyao Xu, Jason J. Liu, Ming-Chun Huang, Bobak Mortazavi, Majid Sarrafzadeh, Christian Roberts, "Robust Human Intensity-Varying Activity Recognition Using Stochastic Approximation in Wearable Sensors", 2013 IEEE International Conference on Body Sensor Networks (BSN'13), Boston, USA, May 2013.
  • [C07] Jason J. Liu, Wenyao Xu, Ming-Chun Huang, Nabil Alshurafa, Majid Sarrafzadeh, Nitin Raut, Behrooz Yadegar, "A Dense Pressure Sensitive Bedsheet Design for Unobtrusive Sleep Posture Monitoring", IEEE International Conference on Pervasive Computing and Communication (PerCom'13), San Diego, USA, March 2013.
  • [C06] Peter. B. Lillehoj, Ming-Chun Huang, Chih-Ming Ho, "A Handheld Cell Phone-Based Electrochemical Biodetector", 2013 IEEE 26th International Conference on Micro Electro Mechanical Systems (MEMS'13), Taipei, Taiwan, January 2013.*
  • [C05] Ming-Chun Huang, Wenyao Xu, Yi Su, Belinda Lange, Chien-Yen Chang, Majid Sarrafzadeh, "SmartGlove for Upper Extremities Rehabilitative Gaming Assessment", Proceedings of the 5th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'12), Crete Island, Greece, June 2012.
  • [C04] Wenyao Xu, Ming-Chun Huang, Navid Amini, Jason J. Liu, Lei He, Majid Sarrafzadeh, "Smart Insole: A Wearable System for Gait Analysis", Proceedings of the 5th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'12), Crete Island, Greece, June 2012.
  • [C03] Ming-Chun Huang, Ethan Chen, Wenyao Xu, Majid Sarrafzadeh, "Gaming for Upper Extremities Rehabilitation", ACM Conference on Wireless Health (WH'11), San Diego, USA, October 2011.*
  • [C02] Navid Amini, Wenyao Xu, Zhinan Li, Ming-Chun Huang, Majid Sarrafzadeh. "Experimental Analysis of IEEE 802.15.4 for On/Off Body Communications", 2011 IEEE 22nd International Symposium on Personal Indoor Mobile Radio Communications (PIMRC'11), Toronto, Canada, September 2011.
  • [C01] Wenyao Xu, Zhinan Li, Ming-Chun Huang, Navid Amini, Majid Sarrafzadeh. "eCushion: An eTextile Device for Sitting Posture Monitoring", 2011 IEEE Conference on Body Sensor Networks (BSN'11), Dallas, USA, May 2011.