Kim, Hyun Jung (김현정) 교수 상세 프로필

Kim, Hyun Jung (김현정) 사진
Kim, Hyun Jung (김현정)
Affiliation
Professor, Seoul School of Integrated Sciences & Technologies
Areas of Interest
Business Analytics, Data/Text Mining, Knowledge Engineering
Credit Risk Management, Bankruptcy Prediction
Education
Ph.D. in Business Administration, Ewha Womans University, 2007
M.A. in Business Administration, Ewha Womans University, 2002
B.S. in Statistics, Ewha Womans University, 2000
Experience
2013/10 - 2017/2 Research Professor, Ewha Womans University
2008/9 - 2013/10 Deloitte Consulting/Anjin LLC
2007/5 - 2008/9 Korea Development Bank, Risk Management Division
1999/12 - 2007/4 Researcher, Ewha Center for Knowledge & Information Systems
Published Journals

Kyung-shik Shin, Hyun-jung Kim & Suhn-beom Kwon, A GA-based Fuzzy Decision Tree Approach for Corporate Bond Rating, Lecture Notes in Artificial Intelligence (LNAI), Vol. 3157, (2004), pp. 505-514.


Kyung-shik Shin, Kyoung Jun Lee & Hyun-jung Kim, Support Vector Machines Approach to Pattern Detection in Bankruptcy Prediction and Its Contingency, Lecture Notes in Computer Science (LNCS) Vol. 3316, (2004), pp. 1254-1259.


Hyun-jung Kim & Kyung-shik Shin, A Hybrid Approach Using Case-based Reasoning and Fuzzy Logic for Corporate Bond Rating, Journal of Intelligent Information Systems, Vol. 10, No. 2, (2004), pp.91-109.


Kyung-shik Shin, Taik Soo Lee & Hyun-jung Kim, An Application of Support Vector Machines in Bankruptcy Prediction Model, Expert Systems with Applications, Vol. 28, (2005), pp. 127-135.


Hyun-jung Kim, Kyung-shik Shin & Kyungdo Park, Time Delay Neural Networks and Genetic Algorithms for Detecting Temporal Patterns in Stock Markets, Lecture Notes in Computer Science (LNCS), Vol. 3610, (2005), pp. 1247-1255.


Hyun-jung Kim & Kyung-shik Shin, A Hybrid Approach based on Neural Networks and Genetic Algorithms for Detecting Temporal Patterns in Stock Markets, Applied Soft Computing, Vol. 7, (2007), pp. 569~576.


Kyung-shik Shin, Hyun-jung Kim & Hyo-sin Kim, Development of the Knowledge-based Systems for Anti-money Laundering in the Korean Financial Intelligence Unit, Journal of Intelligence and Information Systems, Vol. 14, No. 2, (2008), pp.179-192.


Jin-Won Noh, Jinseok Kim, Jumin Park, Hyun-jung Kim & Young Dae Kwon, Gender Difference in Relationship between Health-Related Quality of Life and Work Status, PLoS ONE, 10(12), (2015).


Hyun-jung Kim, Nam-ok Jo & Kyung-shik Shin, Text Mining-Based Emerging Trend Analysis for the Aviation Industry, Journal of Intelligence and Information Systems, Vol. 21, No. 1, (2015), pp.67-84.


Yeo-joo Suh, Eun-jung Lim & Hyun-jung Kim, A Study on the Effect of Consumer Life style (VALS) on Eco-friendly Consumption Attitudes, Behavior Intentions and Behavior, Journal of Consumer Policy Studies, Vol. 46, No. 1, (2015), pp.29-52.


Nam-ok Jo, Hyun-jung Kim & Kyung-shik Shin, Bankruptcy Type Prediction Using a Hybrid Artificial Neural Networks Model, Journal of Intelligence and Information Systems, Vol. 21, No. 3, (2015), pp.79-99.


Hyun-jung Kim, Nam-ok Jo & Kyung-shik Shin, Optimization of Cluster-based Evolutionary Undersampling for the Artificial Neural Networks in Corporate Bankruptcy Prediction, Expert Systems with Applications, Vol. 59, (2016), pp. 226~234.


Sooyeon Lee, Hyun-jung Kim & Sooyeon Jung, Text-mining based Topic Analysis on Online Sexism, Journal of Cybercommunication Academic Society, Vol. 33, No. 3, (2016), pp.159-199.


Hyun-jung Kim, Jin-Won Noh, Jin Hyuk Hong & Young Dae Kwon, The Impact of Unfair Trade Restrictions on Corporate Behavior and Financial Performance of Pharmaceutical Companies: The Dual Punishment System in Korea, International Journal of Contents, Vol. 12, No. 4, (2016), pp.76-82.


Hyun-jung Kim, Nam-ok Jo, Kyung-shik Shin, Jin-seo Park, Ga-ram Sim & Je-chul Kim, Supporting Air Transport Policies Using Big Data Analytics: A Descriptive Approach Based Emerging Trend Analysis, Journal of Air Transport Studies.

Authored Books
Applying Improved Case Indexing and Retrieving Using Ex-post Information in Corporate Bankruptcy Prediction, Case-Based Reasoning: Processes, Suitability and Applications, Nova Science Publishers, Inc. (2010), pp.29-58.
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