Namhyoung Kim

Most-cited papers

1. Parametric models and non-parametric machine learning models for predicting option prices: Empirical comparison study over KOSPI 200 Index options

   Hyejin Park, Namhyoung Kim, Jaewook Lee

   2014Expert systems with applications77 citations

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2. Development of simple and sensitive hydrogel based colorimetric sensor array for the real-time quantification of gaseous ammonia.

   Sanduru Thamarai Krishnan, Kuk-Hui Son, Namhyoung Kim, B. Viswanath +2 more

   2017Materials Science and Engineering C: Materials for Biological Applications32 citations

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3. Uniformly subsampled ensemble (USE) for churn management: Theory and implementation

   Namhyoung Kim, Kyu-Hwan Jung, Y. Kim, Jaewook Lee

   2012Expert systems with applications31 citations

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4. Dynamic pattern denoising method using multi-basin system with kernels

   Kyu-Hwan Jung, Namhyoung Kim, Jaewook Lee

   2011Pattern Recognition25 citations

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5. No-arbitrage implied volatility functions: Empirical evidence from KOSPI 200 index options

   Namhyoung Kim, Jaewook Lee

   201318 citations

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6. Big Data Framework for Analyzing Patents to Support Strategic R&D Planning

   Wonchul Seo, Namhyoung Kim, Sungchul Choi

   20162016 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)16 citations

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7. Estimation and prediction under local volatility jump–diffusion model

   Namhyoung Kim, Younhee Lee

   201810 citations

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8. Barrier Option Pricing with Model Averaging Methods under Local Volatility Models

   Namhyoung Kim, Kyu-Hwan Jung, Jaewook Lee, Gyu-Sik Han

   20119 citations Open access

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9. A New Ensemble Model for Efficient Churn Prediction in Mobile Telecommunication

   Namhyoung Kim, Jaewook Lee, Kyu-Hwan Jung, Y. Kim

   2012Hawaii International Conference on System Sciences8 citations

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10. Portfolio Optimization with Groupwise Selection

    Namhyoung Kim, Suvrit Sra

    20147 citations Open access

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11. Prediction of credit delinquents using locally transductive multi-layer perceptron

    Hyun-Jung Heo, Hyejin Park, Namhyoung Kim, Jaewook Lee

    2009Neurocomputing7 citations

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12. Model Averaging Methods for Estimating Implied and Local Volatility Surfaces

    Namhyoung Kim, Jaewook Lee, Gyu-Sik Han

    20095 citations

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13. A multivariate GARCH analysis on international stock market integration Korean market case

    Namhyoung Kim

    20154 citations Open access

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14. Improved MCMC Simulation for Low-Dimensional Multi-Modal Distributions

    Hyunwoong Ji, Jaewook Lee, Namhyoung Kim

    20134 citations Open access

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15. Self-correcting ensemble using a latent consensus model

    Namhyoung Kim, Youngdoo Son, Youngjo Lee, Jaewook Lee

    2016Applied Soft Computing2 citations

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16. Adjusted Impact Factor by using F min Search Algorithm

    Woo-Jin Lee, J. Hah, Namhyoung Kim

    20181 citations

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17. A Case Study of Local Performing Arts Festival Reproduced in Metaverse : Focusing on ‘Metaverse Noripan in Gokseong’, the 2021 Seomjingang International Experimental Art Festival

    J. Roh, Namhyoung Kim

    2021Journal of Arts and Cultural Management0 citations

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18. Exploring Predictive Factors of Academic Probation Using Data Mining Approach

    Hunhee Lee, Namhyoung Kim

    20210 citations

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19. New Ensemble Combination Scheme

    Namhyoung Kim, Youngdoo Son, Jaewook Lee

    20130 citations

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