Rung-Ching Chen

陳榮靜 博士 (Dr. Rung-Ching Chen)

職稱:資訊管理系特聘教授(IET Fellow)

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Brief biography

Rung-Ching Chen received the B.S. degree from department of electrical engineering in 1987, and the M. S. degree from the institute of computer engineering in 1990, both from National Taiwan University of Science and Technology, Taipei, Taiwan. In 1998, he received the Ph.D. degree from the department of applied mathematics in computer science sessions, National Chung Tsing University. He is now a distinguished professor at the Department of Information Management, Taichung, Taiwan. He was a Department Chair of Information Management in CYUT, Chaoyang University of Technology, between 2005 and 2007. He has been a Dean of Informatics College of CYUT since 2007 to 2015. He was the Execution Director of Institution Research Office during Dec. 2015 and Jan. 2017 in CYUT. He also the president of Taiwanese Association for Consumer Electronics during December, 2012 and Dec. 2014. He has been a Fellow of IET since July, 2011. He was a visiting Professor at University of Central Florida, U.S.A. in 2012 and a visiting researcher at the University of Aizu, Japan, in 2017.  He got a PMP(Project Management Professional) certification in 2013. His research interests include networks technology, domain ontology, pattern recognition and knowledge engineering, IoT and data analysis, the applications of Artificial Intelligent.

Projects

計畫編號

計畫名稱

主辦單位

期間

職務

107-2221-E-324 -018 -MY2

大規模多視圖數據的快速子空間聚類與特徵分析

科技部

2018/08/01~2020/07/31

主持人

106-2218-E-324 -002 -

整合物聯網與大數據分析在智能家庭與居家關懷之應用

科技部

2017/06/01~2018/05/31

主持人

106-2221-E-324 -025 –

利用深度學習網路架構和社會本體活動構建大數據環境中的推薦系統

科技部

2017/08/01~2018/07/31

主持人

106-2816-E-324 -001 –

邀請大陸人士--于慧(英國普之茅斯大學Reader)

科技部

2017/11/07~2017/11/12

主持人

104-2221-E-324-019-MY2

以領域本體知識與相似樹為基礎整合社群媒體建構一個推薦系統

科技部

2015/08/01~
2017/07/31

主持人

103-2221-E-324-028-

以智慧手機進行使用者偏好結合社群知識在個人化推薦之研究

科技部

2014/08/01~
2015/10/20

主持人

103-2632-E-324-001-MY3

建構智慧安全之銀髮健康照顧服務系統以朝陽科大銀髮園為例

科技部

2014/08/01~
2017/07/31

共同主持人

103-2221-E-324-018-

基於階層式路由之無線感測網路之能量效率研究

科技部

2014/08/01~
2015/10/31

共同主持人

TJ2-101B517

東捷公司企業資訊安全網建構計畫謝加奮

校產學案

2013/01/07-2014/01/06

主持人

More on Projects

Journal Paper

·  Xiao-dong Wang, Rung-Ching Chen, Chao-qun Hong, Zhi-qiang Zeng, Unsupervised Feature Analysis with Sparse Adaptive Learning, Pattern Recognition Letters, 2018(SCI, Accepted, IF:1.99)

·  Xiao-dong Wang, Rung-Ching Chen, Zhi-qiang Zeng, Chao-qun Hong, and Fei Yan, Robust Dimension Reduction for Clustering with Local Adaptive Learning, IEEE Trans. on Neural Networks and Learning Systems, 2018(Accepted)

·  Rung-Ching Chen, HuiQin Jiang, Chung-Yi Huang, and Cho-Tsan Bau, Clinical Decision Support System for Diabetes Based on Ontology Reasoning and TOPSIS Analysis, Journal of Healthcare Engineering, 2017(SCI, Accepted, ISSN 2040 2295 )

·  Rung-Ching Chen, Hendry and Lijuan Liu, Enhancing Personal Recommendation System Using Familarity Factor on Social Network, International Journal of InnovativeComputing, Information and Control IVolume 13, Number 6, 2017, pp. 2025-2038.(ESCI, EI, Scopus, ISSN 1349-4198.)

·  Xiao-dong Wang, Rung-Ching Chen*, Chao-qun Hong, Zhi-qiang Zeng, Zhi-li Zhou, Semi-supervised multi-label feature selection via label correlation analysis with l1-norm graph embedding, Image and Vision Computing, Volume 63, 2017, Pages 10-23, (SCI, IF:2.671, Scopus Q1, ISSN 0262-8856,)http://dx.doi.org/10.1016/j.imavis.2017.05.004.

·  Xiao-dong Wang, Rung-Ching Chen*, Fei Yan, Zhi-qiang Zeng, Chao-qun Hong, Semi-supervised adaptive feature analysis and its application for multimedia understanding", Multimedia Tools and Applications, 2017,(SCI, IF:1.53,Scopus Q1, ISSN 1573-7721,) https://doi.org/10.1007/s11042-017-4990-5

·  Rung Ching Chen, CY Huang, YH Ting,A Chronic Disease Diet Recommendation System Based on Domain Ontology and Decision Tree, vol.21, no. 3, 2017, pp.474-482(EI, ISSN 1343-0130.

·  Qiangfu Zhao, Chia-Ming Tsai, Rung-Ching Chen*, Chung-Yi Huang, Resident activity recognition based on binary infrared sensors and soft computing, International Journal of Machine Learning and Cybernetics, https://link.springer.com/article/10.1007/s13042-017-0714-4 (accepted SCI; Scopus Q1, First Online: 18 August 2017, IF: 1.699), ISSN: 1868-8071

·  Lijuan Liu,Rung Ching Chen*, A novel passenger flow prediction model using deep learning methods, Transportation Research Part C, (accepted SCI; Scopus Q1 First Online: 18 August 2017, IF:3.85), ISSN 0968-090X

·  Rung-Ching Chen*, Chung-Yi Huang, Cho-Tsan Bau and Long-Sheng Chen, A Decision Support System for Diabetes Medicine Selection Using Patient Centered Treatment Based on Fuzzy Logic and Domain Ontology, International Journal of Innovative Computing, Information and Control, Volume 13, No. 5, 2017,pp. 1681-1692,(ESCI, EI, Scopus, ISSN 1349-4198.)

·  Bin Dai, Rung-Ching Chen*, A Practical Approach for Estimating Human Daily Water Intake, Int. J. of Embedded Systems,2017 (Accepted)(EI/Scopus,ISSN 1741-1068)

·  Shao-Kuo Tai, Chong-Yan Liao and Rung-Ching Chen*, Exploration of Multi-Brainwave System Mainframe Design, ICIC Express Letters, Part B: ApplicationsAn International Journal of Research and Survey, 2017, Vol. 8, No. 9, pp. 1307-1314(Scopus, ISSN 2185-2766.)

·  Xiao-dong Wang, Rung-Ching Chen*, Fei Yan, Zhi-qiang Zeng, Semi-supervised feature selection with exploiting shared information among multiple tasks, Journal of Visual Communication and Image Representation, Volume 41, 2016, Pages 272-280, (SCI; IF:2.164;Scopus Q1; ISSN 1047-3203,)http://dx.doi.org/10.1016/j.jvcir. 2016.10.007.

·  Lijuan Liu, Rung Ching Chen* and Shunzhi Zhu, Passenger Origin-Destination Travel Time Estimation Model for BRT, ICIC Express Letters, Part B: Applications, vol. 7. No. 9, pp. 2067-2072, 2016.(EI)

·  Xiao-dong Wang, Rung-Ching Chen*, Fei Yan, Zhi-qiang Zenga Semi-supervised Feature Selection with Exploiting Shared Information Among Multiple Tasks Semi-supervised feature selection with exploiting shared information among multiple tasks, Journal of Visual Communication and Image Representation, Volume 41, November 2016, Pages 272–280 (SCI)

·  Lijuan Liu, Rung Ching Chen* and Shunzhi Zhu, Passenger Origin-Destination Travel Time Estimation Model for BRT, ICIC Express Letters, Part B: Applications, vol. 7. No. 9, pp. 2067-2072, 2016.(EI)

·  Ren-Hao Pan, Rung-Ching Chen, Elong Lin, Yung-Kuan Chan, Yung-Fu Chen, Using genetic algorithm and maximum clique to design multiplex PCR primers for sequential deletion applications, International Journal of Data Mining and Bioinformatics, Jan. 2016, Vol. 14, Issue 2, pp. 177-195(SCIE)

·  RC Chen, Hendry, CY Huang A Domain Ontology in Social Networks for Identifying User Interest for Personalized Recommendations, - Journal of Universal Computer Science, vol. 22, no. 3 (2016), 319-339. (SCI)

More on Paper Page

學術專長與興趣:

E-LearningInterest

物聯網與數據分析Interest

圖形識別Interest

人工智慧原理與應用Interest

專 科

國立臺北工專 電子工程科畢業

大 學

國立台灣科技大學 電子工程系畢業

碩 士

國立台灣科技大學 工學碩士 計算機工程組畢業

博 士

國立中興大學 理學博士 應數所資訊組畢業

·         Chinese: Native Speaker

·         English: Professional Proficiency

  • 人工智慧與機器學習
  • 研究方法
  • 論文寫作
  • 專案管理
  • 物聯網與大數據分析