Professor Tzu-Chien Hsiao, Ph. D.

蕭 子 健 博士

Hsiao, Tzu-Chien

Associate Professor

Department of Computer Science,

Hsinchu, Taiwan 30010

Tel: +886-3-5712121#54786

Fax: +886-3-5721490

E-mail: labview@cs.nctu.edu.tw

學經歷

現職

國立交通大學 資訊工程學系 2015/08-迄今

專任副教授


人體與行為研究倫理治理中心 2015/08-迄今

(兼任)主任

主要學歷

國立陽明大學 醫學工程研究所 1996/09-2003/07

博士

與專長相關之經歷

國立交通大學 資訊工程學系 2006/08-2015/07

專任助理教授


國立台灣大學(借調) 新竹生物醫學園區 2004/08-2006/07

生醫研究規劃組 副組長

私立義守大學 生物醫學工程學系 2003/08-2006/01

專任助理教授

國立陽明大學 醫學工程研究所 2001/08-2003/07

專任物理教學助教

研究專長

研究領域與興趣在醫學工程領域中生醫光電訊號分析、

神經網路架構分析與規劃、醫用虛擬儀器設計與建構、

生醫機電系統整合規劃與認證法規之測試、非線性動力學

與多變數生醫光電訊號之分析等;人體實驗與理論並行。

1.開發多變數生醫光電訊號之分析方法;

2.探討神經網路架構分析與規劃及其應用性;

3.醫用虛擬儀器之設計與建構;

4.生醫機電系統整合規劃與認證法規之測試;

5.圖控程式 LabVIEW 之教育推廣。


發表文章(三年內資料)

(A) 期刊論文/原始創作(journal paper/original contributions)

53. (SCI) D.-L. Hsieh, H.-M. Ji, T.-C. Hsiao*, and B.-S. Yip, “Respiratory feature extraction in emotion of internet addiction abusers using complementary ensemble empirical mode decomposition”, Journal of Medical Imaging and Health Informatics, 5(2): 391-399, Apr. 2015.

54. (SCI) Y.-C. Chen, T.-C. Hsiao, and J.-L. Chen*, “Better thoracoabdominal synchrony in abdominal breathing: evidence from complementary ensemble empirical mode decomposition-based Lissajous figure analysis”, Journal of Medical Imaging and Health Informatics, 5(2): 400-405, Apr. 2015.

55. (SCI) H.-T. Lin, P.-M. Lee, and T.-C. Hsiao*, “Online pedagogical tutorial tactics optimization using genetic-based reinforcement learning", The Scientific World Journal, V. 2015, Article ID 352895, 11 pages, 2015. doi:10.1155/2015/352895.

56. (SCI) P.-M. Lee, W.-H. Tsui, and T.-C. Hsiao*, “The Influence of emotion on keyboard typing: An experimental study using auditory stimuli", PLoS ONE, 10(6):e0129056. doi:10.1371/journal.pone.0129056, 16 pages, Jun. 11, 2015.

57. (ESCI) P.-C. Lin, C.-C. Chang, H.-Y. Hsu, and T.-C. Hsiao*, “Frequency domain analysis for assessing fluid responsiveness by using instantaneous pulse ratevariability”, International Journal of Advanced Computer Science and Applications (IJACSA), 7(2): 229-233, 2016.

58. (SCI) D.-L. Hsieh and T.-C. Hsiao*, “Respiratory sinus arrhythmia reactivity of internet addiction abusers in negative and positive emotional states using film clips stimulation”, BioMedical Engineering OnLine, 15(69), doi: 10.1186/s12938-016-0201-2, 2016.

59. (SCI) Y.-C. Chen and T.-C. Hsiao*, “Instantaneous phase difference analysis between thoracic and abdominal movement signals based on complementary ensemble empirical mode decomposition”, BioMedical Engineering OnLine, 15(112) doi: 10.1186/s12938-016-0233-7, 2016.

60. P.-H. Huang, C.-C. Chang, C.-Y. Huang, and T.-C. Hsiao*, “Can very high frequency instantaneous pulse rate variability serve as obvious indicator of peripheral circulation?”, Journal of Communication and Computer, 14: 65-72, 2017.

61. D.-L. Hsieh and T.-C. Hsiao*, “Emotional response of Internet gaming disorder gamer among Taiwan college students,” Advanced Science Letters, 23(4): 3782-3785, https://doi.org/10.1166/asl.2017.9012, 2017,

62. 蕭子健*、謝景旭, “呼吸量測裝置之簡介”, 科儀新知(生醫工程專題), 213: 30-38, 2017.12.

63. Y.-M. Wu, P.-M. Lee, and T.-C. Hsiao*, “Searching for target audience based on Facebook demographics”, Biometrics & Biostatistics International Journal, 6(5): 001179. doi: 10.15406/bbij.2017.06.00179, 2017.12.

64. (SCI) Y.-C. Chen and T.-C. Hsiao*, “Towards estimation of respiratory muscle effort with respiratory inductance plethysmography signals and complementary ensemble empirical mode decomposition”, Medical & Biological Engineering & Computing, doi: 10.1007/s11517-017-1766-z, 2017.

65. (EI) J.-H. Lee, T.-C. Hsiao*, C.-C. Chang, and H.-Y. Hsu, “Magnitude variation of arterial blood pressure measured using Holo-Hilbert spectral analysis”, Advances in Data Science and Adaptive Analysis, 10(3), 1850007, doi: 10.1142/S2424922X18500079, Sep., 2018.

66. (SCI) S.-C Jin, C.-J. Hsieh, J.-C. Chen, S.-H. Tu, Y.-C. Chen, T.-C. Hsiao, Angela Liu, W.-H. Chou, W.C. Chu, and C.-W. Kuo, “Development of limited-angle iterative reconstruction algorithms with context encoder-based sonogram completion for Micro-CT Applications”, Sensor, 18(12), 4458, doi: 10.3390/s18124458, Dec. 2018.


(B) 研討會論文(conferences paper, meeting abstract)

119. (EI) C.-Y. Su, Y.-C. Chen, C-.C. Chuang, and T.-C. Hsiao*, “Respiratory movement for health assessment by using internal-external cross correlation investigation”, The 7th International Conference on eHealth, Telemedicine, and Social Medicine, Lisbon, Portugal, Feb. 22-27, 2015. (Oral)

120. (B class) L.-Y. Chen, P.-M. Lee, and T.-C. Hsiao*, “A sensor tagging approach for reusing building blocks of knowledge in learning classifier systems”, 2015 IEEE Congress on Evolutionary Computation, Sendai, Japan, May. 25-28, 2015. (Oral)

121. (EI) P.-C. Lin, P.-H. Huang, C.-C. Chang, H.-Y. Hsu, and T.-C. Hsiao*, “A novel index of photoplethysmography by using instantaneous pulse rate variability during non-stationary condition”, IEEE International Conference on Consumer Electronics – Taiwan, Taipei, Taiwan, Jun. 6-8, 2015. (Oral)

122. (B class) L.-Y. Chen, P.-M. Lee, and T.-C. Hsiao*, “Dynamically adding sensors to the XCS in multistep problems: A sensor tagging approach”, Proceedings of the 16th International Conference on Genetic and Evolutionary Computation Conference, 1367-1368, Madrid, Spain, Jul. 11-15, 2015.

123. (B class) Y.-M. Wu, L.-Y. Chen, P.-M. Lee, and T.-C. Hsiao*, “Enable the XCS to dynamically learn multiple problems: A sensor tagging approach.”, Proceedings of the 16th International Conference on Genetic and Evolutionary Computation Conference, 1523-1524, Madrid, Spain, Jul. 11-15, 2015.

124. (B class) L.-Y. Chen, P.-M. Lee, and T.-C. Hsiao*, “A novel representation of classifier conditions named sensory tag for the XCS in multistep problems.”, GECCO2015 Workshop: International Workshop on Evolutionary Rule-based Machine Learning, Madrid, Spain, Jul. 11-15, 2015.

125. (EI) P.-C. Lin, C.-C. Chang, H.-Y. Hsu, and T.-C. Hsiao*, “A short-term assessment of cardiac output by using instantaneous pulse rate variability,” The 8th International Conference on eHealth, Telemedicine, and Social Medicine, Venice, Italy, Apr. 24-28, 2016. (Oral) (Best Paper Award)

126. (EI) P.-H. Huang, C.-C. Chang, and T.-C. Hsiao*, “The analysis of youngster with fever by using instantaneous pulse rate variability,” The 8th International Conference on eHealth, Telemedicine, and Social Medicine, Venice, Italy, Apr. 24-28, 2016. (Oral)

127. D.-L. Hsieh and T.-C. Hsiao, “Emotional response of Internet Gaming Disorder gamer among Taiwan college students”, The 2016 International Conference on Internet Economics and Psycho-Informatics, Bandung, Indonesia, July. 23-24, 2016. (Oral)

128. (EI) H.-M. Ji, D.-L. Hsieh, and T.-C. Hsiao, “Emotional responses of Internet Gaming Disorder by doing abdominal breathing”, The 2016 3rd International Conference on Biomedical Engineering, Hanoi, Vietnam, Oct. 5-6, 2016. (Oral)

129. (EI) D.-L. Hsieh and T.-C. Hsiao, “Heart rate variability of Internet Gaming Disorder addicts in emotional states”, The 2016 3rd International Conference on Biomedical Engineering (BME-HUST 216), Hanoi, Vietnam, Oct. 5-6, 2016. (Oral)

130. (EI) P.-H. Huang, C.-C. Chang, and T.-C. Hsiao*, “The ultra-band study of pulse rate variability of homecare by using instantaneous pulse rate variability,” The 9th International Conference on eHealth, Telemedicine, and Social Medicine, Nice, France, Mar. 19-23, 2017. (Oral)

131. (EI) J.-H. Lee, Y.-C. Chen, and T.-C. Hsiao*, “Application of Holo-Hilbert spectral analysis on human breathing movement with isovolume maneuver” The 9th International Conference on eHealth, Telemedicine, and Social Medicine, Nice, France, Mar. 19-23, 2017. (Oral)

132. (B class) L.-Y. Chen, Y.-L. Yang, and T.-C. Hsiao*, “ZCSR for targeting the optimal impedance in digital radio frequency matching box”, Proceedings of the 18th International Conference on Genetic and Evolutionary Computation Conference, Berlin, Germany, Jul. 15-19, 2017.

133. C.-N. Wang, H.-M. Ji, D.-L. Hsieh, and T.-C. Hsiao*, “Analysis of facial expression on Internet gaming disorder”, 8th WACBE World Congress on Bioengineering, Hong Kong, China, Jul. 30-Aug. 2, 2017. (Oral)

134. H.-M. Ji, L.-Y. Chen, and T.-C. Hsiao*, “Psychometric properties of Chen Internet addiction scale using zeroth-level classifier system”, 8th WACBE World Congress on Bioengineering, Hong Kong, China, Jul. 30-Aug. 2, 2017. (Oral)

135. P.-H. Huang and T.-C. Hsiao*, “A pilot study of the comparison of the heart rate recovery after step test between before and after learning abdominal breathing by using IVM method”, Annual Symposium on Biomedical Engineering and Technology, Taoyuan, Taiwan, Nov. 11, 2017. (Oral)

136. S.-C. Jin, J.-C. Chen, S.-H. Tu, Y.-C. Chen, T.-C. Hsiao, and Angela Liu, “Limited-angle iterative reconstruction (LAIR) as a new approach to reducing radiation dose without sacrificing image quality: context-encoder based sinogram completion and image-quality based stopping-criteria applied to a laboratory micro-CT system”, 2018 IERI International Conference on Medical Physics, Medical Engineering and informatics (ICMMI 2018), Macau China, Sep. 7-9, 2018.

137. P.-H. Huang, C.-F. Yeh, Y.-F. Luo, and T.-C. Hsiao*, “Towards instantaneous phase difference on the COPD pre-discrimination”, IEEE International Conference on Digital Signal Processing (DSP 2018), Shanghai, China, Nov. 19-21, 2018. (Oral)


(C) 書籍及專書論文(Books, Chapters, reviews)

22. P.-M. Lee, L.-Y. Chen, W.-H. Tsui, and T.-C. Hsiao*, “Will user authentication using keystroke dynamics biometrics be interfered by emotions?—NCTU-15 affective keyboard typing dataset for hypothesis test”, Recent Advances in User Authentication Using Keystroke Dynamics Biometrics, Edited by Yu Zhong and Yun-Bin Deng, Science gate Publishing, GCSR Book Series of the publisher Science Gate Publishing, ISBN 978-618-81418-3-4 (print) - ISBN 978-618-81418-2-7 (e-book), DOI 10.15579/gcsr.vol2, ch5, pp. 71-81, 2015.01.

23. 林沛辰、許恭誠、張家齊、蕭子健, “樂高NXT機器人與生醫應用實作”, 國立交通大學出版社, ISBN: 978-986-630-193-3, 2016.10.

24. D.-L. Hsieh and T.-C. Hsiao*, “Investigation of emotion characters of Internet abusers using psychophysiological signals”, Drug Addiction, Edited by Fang Zhao, IntechOpen, ISBN 978-1-78923-370-4 (print) - ISBN 978-1-78923-371-1 (e-book), ch6, pp. 106-116, 2018.06.21.


(D) 技術報告與其他等 (technical report or others)

3. 林啟萬、林鑫志、蕭子健, “具個別調適功能之數位弱視影像輔助系統”, 中華民國專利證書181945號 / 專利權法定起迄日2003/07/11 - 2021/08/15

4. 蕭子健, “博士論文:PLSBPN 多變數光譜分析技術之開發與應用 (The development and implementation of novel PLSBPN multivariate spectrum analysis technique)”, 92年7月