Research output per year
Research output per year
Personal profile
Education
2002 Ph.D., Texas A&M University
1996 M.S., Korea University
1991 B.S., Hongik University
1996 M.S., Korea University
1991 B.S., Hongik University
Professional Experience
• (1996-2005) Korea Telecom, Multimedia Laboratory, Senior researcher
• (2005-2006) Post doctoral Research Associate, Texas A&M University
• (2006-2007) Electronics and Telecommunication Research Institute, Senior researcher
• (2007-2013) Professor of Department of Computer Science, Chungbuk National University
• (2013-present) Professor of Department of Computer Engineering, Sejong University
• (2005-2006) Post doctoral Research Associate, Texas A&M University
• (2006-2007) Electronics and Telecommunication Research Institute, Senior researcher
• (2007-2013) Professor of Department of Computer Science, Chungbuk National University
• (2013-present) Professor of Department of Computer Engineering, Sejong University
Research Interests
• Data mining, Information Retrieval, Big data Processing, Database Systems
Major Research Achievements
• Studies on Pattern mining/Stream Mining, Association Rule Mining, Erasable Pattern Mining, Uncertain Pattern Mining, Utility Pattern Mining, High-Average Pattern Mining, Approximate Pattern Mining, Closed/Maximal Pattern Mining, Outlier Mining, Privacy Preserving Pattern Mining, Weighted Pattern Mining, Graph Mining, Top-K pattern Mining, Sequential Pattern Mining
• Studies on Big Data Processing, Web Search and Mining, Information Retrieval systems, Vehicle data analyzing system in Telematics, Database systems and applications, Internet (Web) based systems & analysis tools, Data Analysis & Management, Digital Libraries
• Studies on Big Data Processing, Web Search and Mining, Information Retrieval systems, Vehicle data analyzing system in Telematics, Database systems and applications, Internet (Web) based systems & analysis tools, Data Analysis & Management, Digital Libraries
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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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An efficient topological-based clustering method on spatial data in network space
Nguyen, T. T. D., Nguyen, L. T. T., Bui, Q. T., Yun, U. & Vo, B., 1 Apr 2023, In: Expert Systems with Applications. 215, 119395.Research output: Contribution to journal › Article › peer-review
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Advanced uncertainty based approach for discovering erasable product patterns
Lee, C., Baek, Y., Lin, J. C. W., Truong, T. & Yun, U., 6 Apr 2022, In: Knowledge-Based Systems. 241, 108134.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Analytics of high average-utility patterns in the industrial internet of things
Wu, J. M. T., Li, Z., Srivastava, G., Yun, U. & Lin, J. C. W., Apr 2022, In: Applied Intelligence. 52, 6, p. 6450-6463 14 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
An efficient and scalable approach for mining subgraphs in a single large graph
Nguyen, L. B. Q., Nguyen, L. T. T., Vo, B., Zelinka, I., Lin, J. C. W., Yun, U. & Nguyen, H. S., 2022, (Accepted/In press) In: Applied Intelligence.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
An efficient approach for mining maximized erasable utility patterns
Lee, C., Baek, Y., Ryu, T., Kim, H., Kim, H., Chun-Wei Lin, J., Vo, B. & Yun, U., Sep 2022, In: Information sciences. 609, p. 1288-1308 21 p.Research output: Contribution to journal › Article › peer-review
Open Access