張剛鳴副教授(英)

Highest Degree：

Ph.D. in Electrical and Control Engineering, National Chiao Tung University

TEL：

(07)6011000 Ext: 32005 Office：R217

E-mail：

changkm@nkust.edu.tw

Expertise：

Biomedical Signal Processing, Medical Informatics, Human-Computer Interface

Laboratory Website：

https://ccee.nkust.edu.tw/p/412-1054-9514.php?Lang=zh-tw

Recruitment Information for New Graduate Students and Project Students: https://sites.google.com/nkust.edu.tw/bsplab

Kang-Ming Chang

Personal Website:

https://sites.google.com/view/changkm

Office Hours:

Thursday( 13 : 10 -15: 00 )

Education：

Ph.D., Institute of Electrical and Control Engineering, National Chiao Tung University
M.S., Department of Life Science, National Tsing Hua University
B.S., Department of Electrophysics, National Chiao Tung University

Experience：

Consultant, Medical Research Department, China Medical University Hospital
Assistant Professor and Associate Professor, Asia University
Lecturer, Department of Biomedical Engineering, Yuanpei University of Medical Technology

Research Projects：

Ministry of Science and Technology Research Projects:(Principal Investigator)

Preliminary Study on Design Talent Cultivation in a Metaverse Atmosphere—Subproject II: Preliminary Study on Establishing Real-Time Visual Fatigue Indicators for Users in Metaverse Environments Based on Eye-Tracking Parameters(112-2410-H-468-018 -)
Applying Affective Computing to Analyze the Correspondence Between Standard Emotional Pictures and Leisure Experience Pictures(105-2221-E-468-013-)
EEG and Autonomic Nervous System Study of Aromatherapy for Stress Relief among Teachers in the Workplace(102-2221-E-468-003-)

(Co-Principal Investigator)

Research on Communication, Behavior, and Cognition in an Aging Society—Subproject II: Design and Evaluation of a Shopping Website Communication Environment for Older Adults Based on Affective Responses(105-2221-E-167-015-MY2)
Evaluation of Stress Relief, Attention Restoration Benefits, and EEG Frequency-Domain Responses of Waterscape Elements through Multisensory Stimulation(II)(105-2410-H-167-008-)
Development of a Wireless Cuffless Airbag Blood Pressure Monitoring Device(104-2221-E-324-030-MY2)
Validity Testing of a Method for Detecting Endothelial Cell Flow-Mediated Vasodilation Function Using a Cuff Model and Blood Pressure Wave(103-2221-E-324-010-)
Effects of Dynamic Message Content and Message Presentation Types on Viewers’ Affect and Behavior in Shopping Websites(103-2221-E-167-026-MY2)

Journal Papers：

Liao, W. Y., Chu, Y. H., Liu, F. Y., Chang, K. M.(Corresponding Author), & Chou, L. W. (2022). Cutoff Point of Mini-Balance Evaluation Systems Test Scores for Elderly Estimated by Center of Pressure Measurements by Linear Regression and Decision Tree Classification. Life, 12(12), 2133. (SCI, Impact Factor=3.253, CiteScore Rank:39/94=41.5%, Biology ) https://doi.org/10.3390/life12122133
Liu, K., Chang, K. M.(Corresponding Author), & Liu, Y. J. (2022). Facial Feature Study of Cartoon and Real People with the Aid of Artificial Intelligence. Sustainability, 14(20), 13468. (SSCI, Impact Factor=3.889, CiteScore Rank:57/128=44.3%, ENVIRONMENTAL STUDIES )https://doi.org/10.3390/su142013468
Yang, Y. C., Liu, J. W., Chi, C. P., Chang, S. P., & Chang, K. M.(Corresponding Author) (2022). Investigation the Relation between Sleep and Quality of Life for College Students in Taiwan by Association Rule Mining. Sustainability, 14(21), 13801.(SSCI, Impact Factor=3.889, CiteScore Rank:57/128=44.3%, ENVIRONMENTAL STUDIES )https://doi.org/10.3390/su142113801
Kang-Ming Chang (First Author), Peng-Ta Liu, Ta-Sen Wei*,“ Electromyography Parameter Variations with Electrocardiography Noise “Sensors, 2022; 22(16):5948, Aug, 2022.(SCI, Impact Factor=3.847, CiteScore Rank:95/276=34.4%,ENGINEERING, ELECTRICAL & ELECTRONIC)https://doi.org/10.3390/s22165948
Ming-Kuei Lu, Li-Wei Chou, Kang-Ming Chang(Corresponding Author), Hsin-Yi Lee, Hui-Jen Kang,”Substance Misuse Decreases Heart Rate Variability” Journal of Sensors, vol. 2022, Article ID 3222839, 7 pages, 2022. https://doi.org/10.1155/2022/3222839, Apr 2022.(SCI, Impact Factor=2.336, CiteScore Rank: 159/276=57.6%,ENGINEERING, ELECTRICAL & ELECTRONIC)https://doi.org/10.1155/2022/3222839
Hui-Ju Lin, Li-Wei Chou, Kang-Ming Chang (Corresponding Author), Jing-Fong Wang, Sih-Huei Chen, Rimuljo Hendradi, "Visual Fatigue Estimation by Eye Tracker with Regression Analysis", Journal of Sensors, vol. 2022, Article ID 7642777, 7 pages, 2022. https://doi.org/10.1155/2022/7642777,Jan 2022.(SCI, Impact Factor=2.336, CiteScore Rank: 159/276=57.6%,ENGINEERING, ELECTRICAL & ELECTRONIC)https://doi.org/10.1155/2022/7642777
Fang-Yin Liao, Chun-Chang Wu, Yi-Chun Wei, Li-Wei Chou, Kang-Ming Chang (Corresponding Author), "Analysis of Center of Pressure Signals by Using Decision Tree and Empirical Mode Decomposition to Predict Falls among Older Adults", Journal of Healthcare Engineering, vol. 2021, Article ID 6252445, 10 pages, 2021. https://doi.org/10.1155/2021/6252445,Nov 2021 (SCI, Impact Factor=3.822,CiteScore Rank:33/109=30.2%,HEALTH CARE SCIENCES & SERVICES )https://doi.org/10.1155/2021/6252445
Chou, Li-Wei, Kang-Ming Chang(Corresponding Author), Yi-Chun Wei, and Mei-Kuei Lu. 2021. "Empirical Mode Decomposition-Derived Entropy Features Are Beneficial to Distinguish Elderly People with a Falling History on a Force Plate Signal" Entropy 23, no. 4: 472. https://doi.org/10.3390/e23040472,April 2021 (SCI, Impact Factor=2.738, CiteScore Rank:42/86=48.8%, PHYSICS, MULTIDISCIPLINARY)https://doi.org/10.3390/e23040472
Hsu WC, Wang CH, Chang KM(Corresponding Author), Chou LW. Shifted Firefighter Health Investigation by Personal Health Insurance Record in Taiwan. Risk Manag Healthc Policy. 2021;14:665-673. 2021 Feb 16. (SSCI, Impact Factor=2.853, CiteScore Rank:43/88=48.8%, HEALTH POLICY & SERVICES)https://doi.org/10.2147/RMHP.S285729
Liu, Kun, Kang-Ming Chang(Corresponding Author), Ying-Ju Liu, and Jun-Hong Chen. 2020. "Animated Character Style Investigation with Decision Tree Classification" Symmetry 12, no. 8: 1261.,July 2020 (SCI,Impact Factor=2.94, CiteScore Rank:34/73=46.5%, MULTIDISCIPLINARY SCIENCES)https://doi.org/10.3390/sym12081261
Lai, Yi-Jung, and Kang-Ming Chang(Corresponding Author),. "Improvement of Attention in Elementary School Students through Fixation Focus Training Activity" International Journal of Environmental Research and Public Health 17, no. 13: 4780.2020. ,July 2020 (SSCI, Impact Factor=4.614, CiteScore Rank:71/210=33.8%, PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH )https://doi.org/10.3390/ijerph17134780
Yang, Wen-Chi, Su-Yu Liao, Thien Luan Phan, Nguyen Van Hieu, Pei-Yi Chu, Chin-Chang Yi, Hsing-Ju Wu, Kang-Ming Chang(Corresponding Author), and Congo Tak-Shing Ching. 2020. "An Immunosensor for the Detection of ULBP2 Biomarker" Micromachines 11, no. 6: 568. , June 2020 (SCI, Impact Factor=3.523, CiteScore Rank:21/64=32.8%, INSTRUMENTS & INSTRUMENTATION )https://doi.org/10.3390/mi11060568
Chang, Kang-Ming (First Author), Miao-Tien Wu Chueh, and Yi-Jung Lai. 2020. "Meditation Practice Improves Short-Term Changes in Heart Rate Variability" International Journal of Environmental Research and Public Health 17, no. 6: 2128. March 2020 (SSCI, Impact Factor=4.614, CiteScore Rank:71/210=33.8%, PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH )https://doi.org/10.3390/ijerph17062128
Li-Wei Chou, Kang-Ming Chang(Corresponding Author), Ira Puspitasari, "Drug Abuse Research Trend Investigation with Text Mining", Computational and Mathematical Methods in Medicine, vol. 2020, Article ID 1030815, 8 pages, 2020. Feb 2020 (SCI, Impact Factor=2.809, CiteScore Rank:26/57=45.6%, MATHEMATICAL & COMPUTATIONAL BIOLOGY )https://doi.org/10.1155/2020/1030815
Liu, Kun, Jun-Hong Chen, and Kang-Ming Chang(Corresponding Author). 2019. "A Study of Facial Features of American and Japanese Cartoon Characters" Symmetry 11, no. 5: 664. , May 2019 (SCI,Impact Factor=2.94, CiteScore Rank:34/73=46.5%, MULTIDISCIPLINARY SCIENCES)https://doi.org/10.3390/sym11050664
Chang, Kang-Ming (First Author), and Miao-Tien Wu Chueh. 2019. "Using Eye Tracking to Assess Gaze Concentration in Meditation" Sensors 19, no. 7: 1612., April 2019 (SCI, Impact Factor=3.847, CiteScore Rank:95/276=34.4%,ENGINEERING, ELECTRICAL & ELECTRONIC)https://doi.org/10.3390/s19071612
Kang-Ming Chang (First Author), Hao-Chen Xu, Congo Tak-Shing Ching, Shing-Hong Liu, "Wireless Patrol Sign-In System with Mental Fatigue Detection", Journal of Healthcare Engineering, vol. 2018, Article ID 6419064, 6 pages, 2018. .Nov 2018 (SCI, Impact Factor=3.822,CiteScore Rank:33/109=30.2%,HEALTH CARE SCIENCES & SERVICES )https://doi.org/10.1155/2018/6419064
Margot Dutilleux Kang-Ming Chang*(Corresponding Author). “Metaverse-Future Addiction Concerned for Human-Being”, International Multilingual Journal of Science and Technology (IMJST) Vol. 7 Issue 2, February – 2022 p.4724-4732, Feb 2022.http://www.imjst.org/wp-content/uploads/2022/02/IMJSTP29120663.pdf
Yi-Jung Lai Kang-Ming Chang#[Co-first Author] Kai-Chun Hou* ,”Metaverse May Improve Long-Term Health Care Outcomes In Taiwan”. International Multilingual Journal of Science and Technology (IMJST) Vol. 7 Issue 4, April – 2022 p.4787-4793, April 2022. http://www.imjst.org/wp-content/uploads/2022/04/IMJSTP29120673.pdf