Jongwon Kim, Hyeseon Lee*, Young Myoung Ko, Constrained Density-Based Spatial Clustering of Applications with Noise (DBSCAN) using Hyperparameter Optimization , Knowledge-Based Systems (Aug, 2024. Accepted)
Seeun Jo, Woosuk Song, Hyeseon Lee⁎, Hoeil Chung, Evaluation of an autoencoder as a feature extraction tool for near-infrared spectroscopic discriminant analysis, Food Chemistry 331 (2020)
Mi Jung Rho, Hyeseon Lee, Taek-Ho Lee, Hyun Cho, Dong Jin Jung, Dai-Jin Kim and In Young Choi, Risk Factors for Internet Gaming Disorder: Psychological Factors and Internet Gaming Characteristics, International Journal of Environmental Research and Public Health, 15(1), 40 (2018)
Butt, K. A., Aslam, M., Wang, F.-K., Lee, H., and Jun, C.-H. , Evaluation of Two Process Yields in Acceptance Sampling Plans, Journal of Testing and Evaluation, Vol. 46 / No. 2 / pp 1-9 (Mar 2018)
Hun-Sung Kim, Hyeseon Lee, Sue Hyun Lee, Yoo Jin Jeong,, Tong Min Kim, So Jung Yang,Sun Jung Baik, Hyunah Kim,Seung-Hwan Lee, Jae Hyoung Cho,, In-Young Choi, Kun-Ho Yoon and Ju Han Kim, Use of moderate-intensity statins for baseline low-density lipoprotein cholesterol over 190 mg/dL in Korea, Basic & Clinical Pharmacology & Toxicology, 121(4) 272-278 (Oct, 2017)
Euihyeon Na , Inyoung Choi, Taek-Ho Lee, Hyeseon Lee, Mi Jung Rho, Hyun Cho, Dong Jin Jung, Dai-Jin Kim, The influence of game genre on internet gaming disorder, Journal of behavioral addictions, 6(2), pp. 248–255 (Jun, 2017)
Euihyeon Na, Hyeseon Lee, Inyoung Choi, Dai Jin Kim, Comorbidity of internet gaming disorder and alcohol use disorder: a focus on clinical characteristics and gaming patterns, The American Journal on Addictions, 26(4):326-334 (Jun, 2017)
Hun-Sung Kim, Hyeseon Lee, Bumjoon Park, Seungho Park, Hyunah Kim, Seung-Hwan Lee, Jae Hyoung Cho, Kun-Ho Yoon, Bong-Yun Cha, Ju Han Kim, In Young Choi, “Comparative analysis of the efficacy of low- and moderate-intensity statins in Korea”. International Journal of Clinical Pharmacology and Therapeutics, 54(11):864-871 (Nov, 2016)
Junghye Lee, Wonji Lee, Il-Su Park, Hun-Sung Kim, Hyeseon Lee, Chi-Hyuck Jun, Risk assessment for hypertension and hypertension complications incidences using a Bayesian network, IIE Transactions on Healthcare Systems Engineering ; 6(4):246-259 (Sep, 2016)
H.-S. Kim, H. Kim, H. Lee, B. Park, S. Park, S.-H. Lee, J. H. Cho, H. Song, J. H. Kim, K.-H. Yoon and I. Y. Choi, “Analysis and comparison of statin prescription patterns and outcomes according to clinical department”, Journal of Clinical Pharmacy and Therapeutics, 41(1), 70-77 (Feb, 2016)
Junghye Lee, Kyeol Chang, Chi-Hyuck Jun, Rae-Kwang Cho, Hoeil Chung, Hyeseon Lee, “Kernel-based calibration methods combined with multivariate feature selection to improve accuracy of near-infrared spectroscopic analysis”, Chemometrics and Intelligent Laboratory Systems, 147, 139-146 (Oct, 2015)
Jae-Young Park, Kyung-Sub Moon, Kyung-Hwa Lee, Sa-Hoe Lim, Woo-Youl Jang, Hyeseon Lee, Tae-Young Jung, In-Young Kim and Shin Jung, “Gamma knife radiosurgery for elderly patients with brain metastases: evaluation of scoring systems that predict survival”, BMC Cancer (Feb, 2015),
Sanguk Lee, Jinyoung Hwang, Hyeseon Lee, Hoeil Chung, “Exploring supervised neighborhood preserving embedding (SNPE) as a nonlinear feature extraction method for vibrational spectroscopic discrimination of agricultural samples according to geographical origins”, Talanta 144, 960–968 (2015)
Hyeseon Lee, Muhammad Aslam, Qurat-ul-ain Shakeel, Wonji Lee, Chi-Hyuck Jun, “A control chart using an auxiliary variable and repetitive sampling for monitoring process mean”, Journal of Statistical Computation and Simulation, Vol.85 (16), 3289-3296 (2015)
Inwook Hwang, Hyeseon Lee, and Seungmoon Choi, "Real-time Dual-band Haptic Music Player for Mobile Devices", IEEE TRANSACTIONS ON HAPTICS, Vol. 6 (3), 340-351, (2013)
Hojin Lee, Gabjong Han, In Lee, Sunghoon Yim, Kyungpyo Hong, Hyeseon Lee, and Seungmoon Choi, “Haptic Assistance for Memorization of 2-D Selection Sequences”, IEEE Transactions on Human-Machine Systems, Vol. 43 (6), 643-649, (2013)
Sanguk Lee, Kyoungok Kim, Hyeseon Lee, Chi-Hyuck Jun, Hoeil Chung and Jong-Jae Park, Improving the classification accuracy for IR spectroscopic diagnosis of stomach and colon malignancy using non-linear spectral feature extraction, Analyst Vol 138(14), pp4076-4082 (2013)
Sanguk Lee, Hyeseon Lee, Hoeil Chung, "New discrimination method combining hit quality index based spectral matching and voting", Analytica Chimica Acta, Vol 758, No 3, pp58-65 (2013)
Yong Seog Kim, Hyeseon Lee, John D. Johnson, "Churn management optimization with controllable marketing variables and associated management costs", Expert Systems with Applications, Vol. 40 (6), pp2198-2207 (2013)
So-Yeon Park, Hyeseon Lee, Soo-Kyung Cho, Chan-Bum Choi, Yoon-Kyoung Sung and Sang-Cheol Bae, "Evaluation of disease activity indices in Korean patients with rheumatoid arthritis", Rheumatology International, 32, pp545–549 (2012)
Hyeseon Lee, Yeonhee Lee, Hyunbo Cho, Kwanyoung Im, and Yong Seog Kim, "Mining Churning Behaviors and Developing Retention Strategies Based on A Partial Least Square (PLS) Model", Decision Support Systems, Vol 22, pp207-216 (2011)
Muhammad Aslam, Chi-Hyuck Jun, Hyeseon Lee, Munir Ahmad and Mujahid Rasool, " Improved group sampling plans based on time-truncated life tests", Chilean Journal of Statistics Vol. 2, No. 1, pp. 85–97 (2011)
Chi-Hyuck Jun, Hyeseon Lee, Sang-Ho and S. Balamurali, "A Variable repetitive group sampling plan under failure-censored reliability tests for Weibull distribution", Journal of Applied Statistics, Vol. 37, No 3, pp.453-460 (2010)
Jung-ah Kwon, Hyeseon Lee, Kap No Lee, Kwangchun Chae, Seram Lee, Dong-ki Lee, Soyoun Kim, “High diagnostic accuracy of antigen microarray for sensitive detection of hepatitis C virus infection”, Clinical Chemistry, Vol. 54, No 2, pp.424-428 (2008)
Daewon Lee, Hyeseon Lee, and Chi-Hyuck Jun, Chang Hwan Chang, “A Variable Selection Procedure for X-ray Diffraction Phase Analysis”, Applied Spectroscopy, Vol.61, No 12 , pp. 1398-1403 (2007)
Hyeseon Lee, Chi-Hyuck Jun, Jaekee Song, Jae-Wha Hong, “The Estimation of Phase Fractions in a Galvannealed Steel Sheet Using Independent Component Analysis”, Chemometrics and Intelligent Laboratory Systems, Vol. 87, 81-87 (2007)
Hyeon Suk Shin, Hyeseon Lee, Chi-Hyuck Jun, Young Mee Jung and Seung Bin Kim, “Transition temperatures and molecular structures of poly(methyl methacrylate) thin films by principal component analysis: comparison of isotactic and syndiotactic poly(methyl methacrylate), Vibrational Spectroscopy, vol.37, 69-76(2005),
Hoeil Chung, Hyeseon Lee, Chi-Hyuck Jun, " Determination of Research Octane Number using NIR Spectral Data and Ridge Regression", Bulletin of the Korean Chemical Society, vol.22, No1, 37-42 (2001)
Kwang-Su Park, Young-Hyun Ko, Hyeseon Lee, Chi-Hyuck Jun, Hoeil Chung, Min-Sik Ku, "Near-infrared spectral data transfer using independent standardization samples: a case study on the trans-alkylation process," Chemometrics and IntelligentLaboratory Systems, vol 55, 53-65 (2001)
Kwang-Su Park, Hyeseon Lee, Chi-Hyuck Jun, Kwang-Hyun Park, Jae-Won Jung, Seung-Bin Kim, "Rapid Determinationof FeO Content in Sinter Ores using DRIFT Spectra and Multivariate Calibrations," Chemometrics and Intelligent Laboratory Systems, vol 51, 163-173 (2000)
Ali S. Hadi, Hyeseon Joo, Mun S.Son, "A Comparison of Methods for the Detection of Outliers in Multivariate Data," The Korean Communications in Statistics, Vol3 ,53-67(1996)
K.P. Goldstein, T. Philipson, H. Joo, R.S. Daum, "The Effect of Epidemic Measles on Immunization Rates," Journal of the American Medical Association(JAMA) Vol276, Iss 1,56-58(1996)