hhsu_chinese.gif

Hui-Huang Hsu, PhD

Professor, Dept. of Computer Science and Information Engineering
Dean, College of Engineering
Tamkang University
Taiwan

President
, Taiwanese Association for Artificial Intelligence (TAAI)

phone: +886-2-26215656 ext. 2600
fax: +886-2-26224129
office:
E682, Main Engineering Building
address:
151 Yingzhuan Rd., Tamsui District, New Taipei City, 25137, Taiwan
email: hsu AT gms[.]tku[.]edu[.]tw

 

 

New BookBig Data Analytics for Sensor-Network Collected Intelligence, Elsevier, Feb. 2017

招募研究生對於人工智慧、機器學習、資料探勘、環境感知智慧、大數據分析等研究領域的同學歡迎加入

Hui-Huang Hsu is a professor in the Department of Computer Science and Information Engineering at Tamkang University, Taipei, Taiwan. He received his PhD and MS Degrees from the Department of Electrical and Computer Engineering at the University of Florida, USA, in 1994 and 1991, respectively. Prof. Hsu has been very active in international academic activities. He has published over 140 referred papers and book chapters. His current research interests are in the areas of machine learning, data mining, ambient intelligence, bio-medical informatics, and multimedia processing. Prof. Hsu is a senior member of the IEEE.

Professional Services:

President (2017-2018), Executive Member (2014~2016) & Member (2010~2014), Board of Governance, Taiwanese Association for Artificial Intelligence, Taiwan (TAAI)
Book Editor, Big Data Analytics for Sensor-Network Collected Intelligence, Elsevier, USA, February 2017 (ISBN 9780128093931).
Editor
, Journal of Computational Information Systems (JCIS), 2010~
Editorial Review Board Member, International Journal of Multimedia Data Engineering and Management (IJMDEM), 2008~
Book Editor, Advanced Data Mining Technologies in Bioinformatics, IGI Global, USA, March 2006 (ISBN 159140863-6).

International Conferences/Workshops:

Prof. Hsu has been very active in the following international conferences: AINA, CISIS and NBiS.

He co-founded and co-organized the following international workshops:

1.          International Workshop on Innovative Technologies in Informatics and Networking (WITIN) 2016~2017

2.          International Workshop on Intelligent Sensors and Smart Environments (ISSE) 2010~2015

3.          International Workshop on Intelligent Informatics in Biology and Medicine (IIBM) 2008~2015

4.          International Workshop on Bio-Sensing, Processing, Application and Networking (Bio-SPAN) 2012

5.           International Workshop on Data Mining for Biomarker Discovery (DMBD) 2009~2011

Selected Recent Publications:

Journal Papers:

1.          W. G. C. W. Kumara, Shwu-Huey Yen, Hui-Huang Hsu, Timothy K. Shih, Wei-Chun Chang, Enkhtogtokh Togootogtokh, “Real-Time 3D Human Objects Rendering Based on Multiple Camera Details,” Multimedia Tools and Applications, pp. 1-27, DOI: 10.1007/s11042-016-3327-0, Published online March 2016. (SCIE, EI)

2.          Yilang Wu, Junbo Wang, Hui-Huang Hsu, Zixue Cheng, “A Seamless Repository for Pervasive Teamwork,” International Journal of Web and Grid Services, Vol.12, No.3, pp.273 – 295. July 2016. (SCIE, EI)

3.          Martin M. Weng, Yung-Hui Chen, Jason C. Hang, Timothy K. Shih and Hui-Huang Hsu, “An IMS-QTI Compliant Online Multimedia Assessment Management System with SPC table to Analyze Learning Activities,” Journal of Internet Technology, vol. 16, no. 2, pp. 223-244, March 2015. (SCIE, EI)

4.          Andy C. Yang, Hui-Huang Hsu*, Ming-Da Lu, Vincent S. Tseng, and Timothy K. Shih, “Prediction of Regulatory Gene Pairs Using Dynamic Time Warping and Gene Ontology,” International Journal of Data Mining and Bioinformatics, Inderscience, vol. 10, no. 2, pp. 121-145, Aug. 2014. (SCI)

5.          Hui-Huang Hsu, Neil Y. Yen, Tun-Wen Pai, and Min-Ho Chang, “Personal Health Management on a Smartphone Platform,” Biomedical Engineering: Applications, Basis and Communications (BME), vol. 26, no. 4 [10 pages], World Scientific, March 2014. (SCIE, EI)

6.          Cheng-Wei Hsieh, Hui-Huang Hsu*, and Tun-Wen Pai, “Protein Crystallization Prediction with AdaBoost,” International Journal of Data Mining and Bioinformatics, Inderscience, vol. 7, no. 2, pp. 214-227, March 2013. (SCI)

7.          Hui-Huang Hsu, Yu-Fan Chen, Chi-Yi Lin, Cheng-Wei Hsieh, and Timothy K. Shih, “Emotion Attention to Friends on Social Networking Services,” Journal of Internet Technology, vol. 13, no. 6, pp. 963-970, Nov. 2012. (SCIE, EI)

8.          Hui-Huang Hsu, Cheng-Ning Lee, Jason C. Hung, and Timothy K. Shih, “Smart Object Reminders with RFID and Mobile Technologies,” Mobile Information Systems, vol. 7, no. 4, pp. 317-327, IOS Press, Dec. 2011. (SCIE)

9.          Hui-Huang Hsu, Bo-Kai Chen, Chi-Yi Lin, Leonard Barolli, and Makoto Takizawa, “Danger Warning via Fuzzy Inference in an RFID-Deployed Environment,” Journal of Ambient Intelligence and Humanized Computing, vol. 2, no. 4, pp. 285-292, Springer, Dec. 2011. (EI)

10.      Hui-Huang Hsu, Cheng-Wei Hsieh, and Ming-Da Lu, “Hybrid Feature Selection by Combining Filters and Wrappers,” Expert Systems with Applications, vol. 38, issue 7, pp.8144-8150, Elsevier, July 2011. (SCI, SCIE, EI)

11.      Hui-Huang Hsu and Hsuan-Ting Liao, “A Mobile RFID-based Tour System with Instant Microblogging,” Journal of Computer and System Sciences, vol. 77, issue 4, pp.720-727, Elsevier, July 2011. (SCI, SCIE, EI)

12.      Hui-Huang Hsu, Andy C. Yang, and Ming-Da Lu, “KNN-DTW Based Missing Value Imputation for Microarray Time Series Data,Journal of Computers, vol. 6, no. 3, pp. 418-425, Academy Publisher, Finland, March 2011. (EI)

13.      Hui-Huang Hsu and Cheng-Wei Hsieh, “Feature Selection via Correlation Coefficient Clustering,” Journal of Software, vol. 5, no. 12, pp. 1371-1377, Academy Publisher, Finland, Dec. 2010. (EI)

14.      Hui-Huang Hsu and Chien-Chen Chen, “RFID-Based Human Behavior Modeling and Anomaly Detection for Elderly Care,” Mobile Information Systems, vol. 6, no. 4, pp. 341-354, IOS Press, Dec. 2010. (SCIE) IF: 0.972

15.      Hui-Huang Hsu, “Mining Test Results to Personalise and Refine Web-Based Courses,” International Journal of Applied Systemic Studies (IJASS), vol. 3, no. 2, pp. 183-191, Inderscience Publishers, 2010. (EI)

16.      Hui-Huang Hsu and Cheng-Wei Hsieh, “Feature Selection for Identifying Protein Disordered Regions,” Biomedical Engineering: Applications, Basis and Communications (BME), vol. 22, no. 2, pp. 119-125, World Scientific, April 2010. (SCIE, EI)

17.      Joseph C. Tsai, Hui-Huang Hsu, Shih-Ming Chang, Ying-Hong Wang, Chia Cheng Chao, and Timothy K. Shih, “Motion Extrapolation via Human Motion Analysis,” Journal of Mobile Multimedia (JMM), vol. 6, no. 1, pp. 63-72, Rinton Press, March. 2010.

18.      Hui-Huang Hsu, Chao-Hsun Yang, Cheng-Wei Hsieh, and Chien-Chung Cheng, “Networked Information Integration for Protein Identification,” Journal of Internet Technology, vol. 9, no. 1, pp. 101-109, Jan. 2008. (SCIE, EI)

Conference Papers:

1.          Jianhua Ma, Kim-Kwang Raymond Choo, Hui-huang Hsu, Qun Jin, William Liu, Kevin Wang, Yufeng Wang, Xiaokang Zhou, “Perspectives on Cyber Science and Technology for Cyberization and Cyber-enabled Worlds,” in Proc. 2016 IEEE 14th Intl Conf on Dependable, Autonomic and Secure Computing, 14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress (DASC-PICom-DataCom-CyberSciTech 2016), pp. 1-9, Auckland, New Zealand, Aug. 8-10, 2016.

2.          Jung-Kuei Chang, Wei-Yun Hsu, Te-Chan Chen, Hui-Huang Hsu*, “Identification of Negative Comments on Internet Forums,” in Proc. The Tenth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2016), Fukuoka, Japan, July 6-8, 2016.

3.          Hui-Huang Hsu*, Te-Chan Chen, Wei-Tsung Chan, Jung-Kuei Chang, “Performance Evaluation of Call Center Agents by Neural Networks,” in Proc. 2016 IEEE 30th International Conference on Advanced Information Networking and Applications Workshops (WAINA-2016), pp. 964-968, Crans-Montana, Switzerland, March 23-25, 2016.

4.          Hui-Huang Hsu, Chin-Ting Chu, Yinghui Zhou, Zixue Cheng, “Two-Phase Activity Recognition Using Smartphone Sensors,” in Proc. 2015 18th International Conference on Network-Based Information Systems (NBiS-2015), pp. 611-615, Taipei, Taiwan, Sept. 2-4, 2015.

5.          Chi-Yi Lin, Shih-Wen Huang, and Hui-Huang Hsu*, “A Crowdsourcing Approach to Promote Safe Walking for Visually Impaired People,” Proc. International Conference on Smart Computing (SMARTCOMP 2014), pp. 7-12, Hong Kong, China, Nov. 2-4, 2014.

6.          Hui-Huang Hsu*, Wei-Jan Peng, Timothy K. Shih, Tun-Wen Pai and Ka Lok Man, “Smartphone Indoor Localization with Accelerometer and Gyroscope,” Proc. 16th International Conference on Network-Based Information Systems (NBiS 2014), pp. 465-469, Salerno, Italy, Sept. 10-12, 2014.

7.          Hui-Huang Hsu, Kang-Chun Tsai, Zixue Cheng and Tongjun Huang, “Posture Recognition with G-Sensors on Smart Phones,” in Proc. 15th International Conference on Network-Based Information Systems, pp. 588-591, Melbourne, Australia, Sept. 26-28, 2012.

8.          Hui-Huang Hsu, Min-Ho Chang and Neil Y. Yen, “A Health Management Application with QR-Code Input and Rule Inference,” in Proc. Third International Conference on Information Security and Intelligent Control, pp. 122-125, Yunlin, Taiwan, Aug. 14-16, 2012.

9.          Hui-Huang Hsu, Yu-Fan Chen, Chi-Yi Lin, Cheng-Wei Hsieh and Timothy K. Shih, “Emotion Care Services with Facebook Wall Messages,” in Proc. 26th International Conference on Advanced Information Networking and Applications Workshops (AINA 2012 Workshops), pp. 875-880, Fukuoka, Japan, March 26-29, 2012.

10.      Chi-Yi Lin, Chih-Yuan Chang, and Hui-Huang Hsu, “A RFID-based Personal Navigation System for Multi-Story Indoor Environment,” In Proc. 2011 International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA 2011), pp.460-465, Barcelona, Spain, Oct. 26-28, 2011.

11.      Hui-Huang Hsu, Wei-Min Yang, and Timothy K. Shih, “People Tracking in a Multi-Camera Environment,” in Proc. 2011 International conference on Intelligent Computing and Integrated Systems (ICISS 2011), pp. 178-181, Guilin, China, Oct. 24-26, 2011.

12.      Shih-Ming Chang, Yi-Sheng Tsai, Hui-Huang Hsu and Kuan Ching Li, “3D Skeleton Contruction by Multi-View 2D Images and 3D Model Segmentation,” in Proc. 4th International Conference on Ubi-Media Computing (U-Media 2011), pp. 168-173, Sao Paulo, Brazil, July 3-4, 2011.

13.      Hui-Huang Hsu, Cheng-Ning Lee, and Yu-Fan Chen, “An RFID-Based Reminder System for Smart Home,” in Proc. 25th IEEE International Conference on Advanced Information Networking and Applications (AINA 2011), pp. 264-269, Singapore, March 22-25, 2011.

14.      Yu-Shin Lin, Shih-Ming Chang, Joseph C. Tsai, Timothy K. Shih, and Hui-Huang Hsu, “Motion Analysis with Feature Point Tracking Technology,” in Proc. 17th International Conference on Multimedia Modeling (MMM 2011), LNCS v6524, pp. 296-303, Taipei, Taiwan, Jan. 5-7, 2011.

15.      Shih-Ming Chang, Joseph Tsai, Timothy K. Shih, and Hui-Huang Hsu, “A Coordinate Transformation System Based on the Human Feature Information,” in Proc. 17th International Conference on Multimedia Modeling (MMM 2011), LNCS v6523, pp. 514-524, Taipei, Taiwan, Jan. 5-7, 2011.

16.      Andy C. Yang, Hui-Huang Hsu,and Ming-Da Lu, “Imputing Missing Values in Microarray Data with Ontology Information,” in Proc. IEEE International Conference on Bioinformatics & Biomedicine Workshops (BIBM 2010), pp. 535-540, Hong Kong, Dec. 18-21, 2010.

17.      Hui-Huang Hsu, Kun-Chi Lu, and Makoto Takizawa, “Abnormal Behavior Detection with Fuzzy Clustering for Elderly Care,” in Proc. 2010 International Computer Symposium, pp. 6-11, Tainan, Taiwan, Dec. 16-18, 2010.

18.      Yu-Cheng Liu, Chao-Hui Lee, Wei-Chung Chen, J. W. Shin, Hui-Huang Hsu, and Vincent S. Tseng, “A Novel Method for Mining Temporally Dependent Association Rules in Three-Dimensional Microarray Datasets,” in Proc. 2010 International Computer Symposium, pp. 759-764, Tainan, Taiwan, Dec. 16-18, 2010.

19.      Hui-Huang Hsu, Po-Kai Chen, and Chi-Yi Lin, “RFID-Based Danger Prevention for Home Safety,” in Proc. 2nd International Symposium on Aware Computing (ISAC 2010), pp. 56-60, Tainan, Taiwan, Nov. 1-4, 2010.

20.      Andy C. Yang, Hui-Huang Hsu, and Ming-Da Lu, “Applying Gene Ontology to Microarray Gene Expression Data Analysis,” in Proc. 2010 International Conference on System Science and Engineering (ICSSE 2010), pp. 412-426, Taipei, Taiwan, July 1-3, 2010.

21.      Hui-Huang Hsu and Hsuan-Ting Liao, “Online Note Sharing in a Mobile Self-Guided Tour System,” in Proc. Fourth International Conference on Complex, Intelligent and Software Intensive Systems (CISIS 2010), pp. 689-693, Krakow, Poland, Feb. 15-18, 2010.

22.      Hua-Ying Kao, Tsang-Huang Shih, Tun-Wen Pai, Ming-Da Lu, and Hui-Huang Hsu, “A Comprehensive System for Identifying Internal Repeat Substructures of Proteins,” in Proc. Fourth International Conference on Complex, Intelligent and Software Intensive Systems (CISIS 2010), pp. 740-745, Krakow, Poland, Feb. 15-18, 2010.

23.      Hui-Huang Hsu, Chun-Lu Cheng, and Chun-Ta Ho, “Similar Face Image Retrieval by Local Feature” (in Chinese), in Proc. 17th National Conference on Fuzzy Theory and Its Application (Fuzzy 2009), pp. 256-261, Kaohsiung, Taiwan, Dec. 18-19, 2009.

24.      Hui-Huang Hsu and Cheng-Wei Hsieh, “Recognition of Protein Disordered Regions with Feature Selection,” in Proc. 22nd IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2009), pp. 1574-1579, Hsitou, Taiwan, Aug. 23-25, 2009.

25.      Hui-Huang Hsu, Zixue Cheng, Timothy K. Shih, and Chien-Chen Chen, “RFID-Based Personalized Behavior Modeling,” in Proc. Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing (UIC-ATC 2009), pp. 350-355, Brisbane, Australia, July 7-9, 2009.

26.      Hui-Huang Hsu and Lung-Hsien Wang, “LZW-Based Lossless Compression for Embedded Systems,” in Proc. Cross-Strait Conference on Information Science and Technology, Ilan, Taiwan, June 24-25, 2009.

27.      Andy C. Yang, Hui-Huang Hsu, and Ming-Da Lu, “Missing Value Imputation in Microarray Gene Expression Data,” in Proc. 8th Conference on Information Technology and Applications on Outlying Islands (ITAOI 2009), pp. 300-307, Kinmen, Taiwan, May 22-24, 2009.

28.      Bau-Cheng Shen, Chu-Song Chen, and Hui-Huang Hsu, “Fast Gender Recognition by Using a Shared-Integral-Image Approach,” in Proc. 2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), pp. 521-524, Taipei, Taiwan, April 19-24, 2009.

29.      Andy C. Yang, Hui-Huang Hsu, and Ming-Da Lu, “Outlier Filtering for Identification of Gene Regulations in Microarray Time-Series Data,” in Proc. Third International Conference on Complex, Intelligent and Software Intensive Systems (CISIS 2009), pp. 854-859, Fukuoka, Japan, March 16-19, 2009.

30.      Hui-Huang Hsu and Shiang-Ming Wang, “Protein Crystallization Prediction with a Combined Feature Set,” in Proc. 5th International Conference on Innovations in Information Technology (Innovations 2008), pp. 702-706, Al Ain, UAE, Dec. 16-18, 2008.

31.      Bau-Cheng Shen, Chu-Song Chen, and Hui-Huang Hsu , “Face Image Retrieval by Using Haar Features, “ in Proc. 19th International Conference on Pattern Recognition (ICPR 2008), pp. 1-4, Tampa, Florida, USA, Dec. 8-11, 2008.

32.      Hui-Huang Hsu and Ming-Da Lu, “Feature Selection for Cancer Classification on Microarray Expression Data,” in Proc. Eighth International Conference on Intelligent Systems Design and Applications (ISDA 2008), vol. 3, pp. 153-158, Kaohsiung, Taiwan, Nov. 26-28, 2008.

33.      Hui-Huang Hsu, Cheng-Wei Hsieh, and Ming-Da Lu, “A Hybrid Feature Selection Mechanism,” in Proc. Eighth International Conference on Intelligent Systems Design and Applications (ISDA 2008), vol. 2, pp. 271-276, Kaohsiung, Taiwan, Nov. 26-28, 2008.

34.      Cheng-Wei Hsieh, Hui-Huang Hsu, and Ming-Da Lu, “Improved Feature Selection on Microarray Expression Data,” in Proc. 2008 International Computer Symposium (ICS 2008), vol. II, pp. 39-44, Taipei, Taiwan, Nov. 13-15, 2008.

35.      Han-Bin Chang, Hsuan-Pu Chang, Hui-Huang Hsu, and Timothy K. Shih, “An Intelligent Travel Note Management Application using Agent Technologies,” in Proc. the First IEEE International Conference on Ubi-media Computing and Workshops, pp. 453-457, Lanzhou, China, July 31-Aug. 1, 2008.

36.      Hui-Huang Hsu, Yao-Bao Yen, Chu-Song Chen, and Chun-Ta Ho, “Pose Estimation for Evaluating Standing Long Jumps via Dynamic Bayesian Networks,” in Proc. the 28th IEEE Int’l Conf. on Distributed Computing Systems Workshops (ICDCS 2008 Workshops), pp. 36-41, Beijing, China, June 17-20, 2008.

37.      Hui-Huang Hsu, Andy C. Yang, and Ming-Da Lu, “Comparison and Analysis of Microarray Databases,” in Proc. of 2008 International Conference on Advanced Information Technologies (AIT 2008), pp. 106, Taichung, Taiwan, April 25-26, 2008.

38.      Han-Bin Chang, Timothy K. Shih, Hui-Huang Hsu, and Chun-Chia Wang, “An Interactive Video Course Platform with Authoring and Playback Systems,” in Proc. of the 22nd International Conference on Advanced Information Networking and Applications Workshops (AINA 2008 Workshops), pp. 1065-1070, Ginowan, Okinawa, Japan, March 25-28, 2008.

39.      Cheng-Wei Hsieh, Hui-Huang Hsu, Ming-Da, Lu, “Protein Disordered Region Prediction by SVM with Post-Processing,” in Proc. the 2nd International Conference on Complex, Intelligent and Software Intensive Systems (CISIS 2008), pp. 693-698, Barcelona, Spain, March 4-7, 2008.

Book Chapters:

1.          Neil Y. Yen, Timothy K. Shih, Qun Jin, Hui-Huang Hsu and Louis R. Chao, “Mashup of E-Learning Services: Emerging Technologies and Practices,” in Intelligent Learning Systems and Advancement in Computer-Aided Instruction: Emerging Studies, Qun Jin (Ed.), pp. 194-213, IGI Global, Dec. 2011.

2.          Andy C. Yang and Hui-Huang Hsu, “DTW-GO Based Microarray Time Series Data Analysis for Gene-Gene Regulation Prediction,” In Learning Structure and Schemas from Documents, Marenglen Biba and Fatos Xhafa (Eds.), pp. 247-274, Springer, Sep.  2011.

3.          Han-Bin Chang, Hsuan-Pu Chang, Hui-Huang Hsu, and Louis R. Chao, “Real-Time Recording and Updating of Personal Journeys via Ubiquitous Computing Technologies”, in Ubiquitous Multimedia Computing, Qing Li and Timothy K. Shih (Eds.), pp. 283-306, CRC Press, Nov. 2009.

4.          Hui-Huang Hsu, “Introduction to Data Mining in Bioinformatics”, in Advanced Data Mining Technologies in Bioinformatics, Hui-Huang Hsu (Ed.), pp. 1-12, Idea Group Publishing, Hershey, PA, USA, June 2006. Also, appear in Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications, John Wang (Ed.), pp.93-102, Information Science Inference, Hershey, PA, USA, 2008.

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