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Hui-Huang Hsu, PhD Professor, Dept. of Computer Science and Information Engineering phone:
+886-2-26215656 ext. 2600 |
New Book:Big
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 |
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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. |
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Professional
Services: President
(2017-2018),
Executive Member (2014~2016) & Member (2010~2014), Board of
Governance, Taiwanese Association for Artificial
Intelligence, Taiwan (TAAI) |
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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 |
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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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許輝煌 Last update 20170528 |