참고문헌
- Ahmed, A. N., F. B. Othman, H. A. Afan, R. K. Ibrahim, C. M. Fai, M. S. Hossain, ... and A. Elshafie, "Machine learning methods for better water quality prediction," Journal of Hydrology, (2019), 578, 124084.
- Ahn, J. H. XAI Explainable AI, dissect artificial intelligence, Wikibooks, 2020.
- Choi, P., P. Heo, K. Lee, D. Cho, C. Kim, and T. Kim, "Study on Water Quality Improvement in Public Drinking Water Facilities in Gyeonggi-do," Journal of the Korean Society for Environmental Analysis, Vol.21, No.3(2018), 148~153.
- Costa, D. D., A. A. Gomes, M. Fernandes, R. L. da Costa Bortoluzzi, M. D. L. B. Magalhaes, and E. Skoronski, "Using natural biomass microorganisms for drinking water denitrification," Journal of Environmental Management, Vol.217, (2018), 520~530. https://doi.org/10.1016/j.jenvman.2018.03.120
- Eom, H. N., J. S. Kim, and S. O. Choi, "Machine learning-based corporate default risk prediction model verification and policy recommendation: Focusing on improvement through stacking ensemble model," Journal of Intelligence and Information Systems, Vol.26, No.2(2020), 105~129.
- Faruk, D. O., "A hybrid neural network and ARIMA model for water quality time series prediction," Engineering applications of artificial intelligence, Vol.23, No.4(2010), 586~594. https://doi.org/10.1016/j.engappai.2009.09.015
- Fram, M. S. and K. Belitz, "Occurrence and concentrations of pharmaceutical compounds in groundwater used for public drinking-water supply in California," Science of the Total Environment, Vol.409, No.18(2011), 3409~3417. https://doi.org/10.1016/j.scitotenv.2011.05.053
- Gibson, R., E. Becerril-Bravo, V. Silva-Castro, and B. Jimenez, "Determination of acidic pharmaceuticals and potential endocrine disrupting compounds in wastewaters and spring waters by selective elution and analysis by gas chromatography-mass spectrometry," Journal of chromatography, Vol.1169, No.1~2 (2007), 31~39. https://doi.org/10.1016/j.chroma.2007.08.056
- Han, W. W. and D. H. Park, "A Study on the Characteristics of Ground Water Quality in Taejon (I)," DaeJeon University the Institute of Environmental Studies, Vol.2, (1997), 17~28.
- Herrero-Hernandez, E., M. S. Andrades, A. Alvarez-Martin, E. Pose-Juan, M. S. Rodriguez-Cruz, and M. J. Sanchez-Martin, "Occurrence of pesticides and some of their degradation products in waters in a Spanish wine region," Journal of hydrology, Vol.486, (2013), 234~245. https://doi.org/10.1016/j.jhydrol.2013.01.025
- Hyun, G. T., "Studies on the contamination properties of soil and groudwater in a densely populated livestock area in Jeju island," Doctoral Dissertation, Jeju national university, 2011.
- Khan, A., A. Khan, F. A. Khan, L. A. Shah, A. U. Rauf, Y. I. Badrashi, W. Khan, and J. Khan, "Assessment of the Impacts of Terrestrial Determinants on Surface Water Quality at Multiple Spatial Scales," Polish Journal of Environmental Studies, Vol.30, No.3(2021), 2137~2147. https://doi.org/10.15244/pjoes/122503
- Kim, C. S., N. K. Kim, and K. Y. Kwahk, "Research Trends Analysis of Machine Learning and Deep Learning: Focused on the Topic Modeling," Journal of the Korea Society of Digital Industry and Information Management, Vol.15, No.2(2019), 19~28.
- Kim, D. Y. and S. W. Jung, "Comparison of Crime Forecasting Models based on Spatio-Temporal Data and Machine Learning," Journal of the Architectural Institute of Korea, Vol.37, No.1 (2021), 135~143.
- Kim, E. M., S. B. Kim, and E. S. Cho, "Using Mechanical Learning Analysis of Determinants of Housing Sales and Establishment of Forecasting Model," Journal of Cadastre & Land InformatiX, Vol.50, No.1(2020), 181~200. https://doi.org/10.22640/LXSIRI.2020.50.1.181
- Kim, I., H. Ha, W. Seo, J. Bae, H. Moon, C. Park, E. Oh, S. Kim, and M. Kim, "A Study of Water Quality Characteristic of Natural Mineral Water - In Chonnam Area -," Korean Journal of Environmental Health, Vol.24, No.1(1998), 87~97.
- Kim, J. H. and K-. Y. Kwahk, "Class Imbalance Resolution Method and Classification Algorithm Suggesting Based on Dataset Type Segmentation," Journal of Intelligence and Information Systems, Vol.28, No.3(2022), 23~43. https://doi.org/10.13088/JIIS.2022.28.3.023
- Kim, K., B. Lee, O. Kim, M. Hur, K. Kim, J. Ro, C. Choe, J. Go, and Y. Kim, "A Study on pollution of spring in Incheon Area," Korean Journal of Sanitation, Vol.22, No.3(2007), 35~50.
- Kim, K., H. Gil, H. Kim, B. Roh, J. Hong, J. Lee, J. Kim, M. Lee, S. Eom, and J. Lee, "Study on Water Quality of Spring Water in Seoul," Journal of soil and groundwater environment, Vol.15, No.6(2010), 99~106.
- Kim, K., H. Gil, M. Lee, S. Eom, and J. Lee, "Survey of Citizens Public Opinion for Natural Spring Water in Seoul," Journal of soil and groundwater environment, Vol.16, No.2(2011), 1~5. https://doi.org/10.7857/JSGE.2011.16.2.001
- Kubat, M., R. Holte, and S. Matwin, "Learning when negative examples abound," In European conference on machine learning, Springer, Berlin, Heidelberg, (1997), 146~153.
- Lee, D. J., J. Kang, and K. Chung, "Data Processing of AutoML-based Classification Models for improving Performance in Unbalanced Classes," Journal of Convergence for Information Technology, Vol.11, No.6(2021), 49~54.
- Lee, G. T., "A study on the development of a predictive model of hotel financial distress by machine learning algorithm," International Journal of Tourism and Hospitality Research, Vol.35, No.1(2021), 59~71. https://doi.org/10.21298/IJTHR.2021.1.35.1.59
- Lee, H. H., "Arsenic distribution characteristics of surface water and groundwater in southern Hwasun region," Doctoral Dissertation, Chonnam national university, 2002.
- Lee, H. J. and S. G. Lee, "Comparative Analysis of Machine Learning Models for the Prediction of Pedestrian Crash Severity: Focused on Balancing Pedestrian Crash Dataset," Journal of Korean Society for Geospatial Information Science, Vol.29, No.2(2021), 3~15. https://doi.org/10.7319/kogsis.2021.29.2.003
- Lee, S., H. Song, C. Cho, Y. Lee, S. Lee, H. Jeon, D. Jung, and W. Jang, "The Characterization of the Rainfall Effects on the Chemical and Microbiological Mineral Water Quality (in Daegu Area)," Journal of Korean Society of Environmental Engineers, Vol. 24, No.12(2002), 2213~2225.
- Lee, Y., O. Park, S. An, Y. Kim, J. Kim, S. Bae, K. Paik, and Y. Moon, "Quality of Spring Water Influenced by Rainfall in Mudeung Mountain," Journal of the Korea Society for Environmental Analysis, Vol.14, No.3(2011), 146~157.
- Lundberg, S. M., G. G. Erion, and S. I. Lee, "Consistent individualized feature attribution for tree ensembles," University of Washington, 2018.
- Moon, H. and K. H. Park, "Mineral Characteristics of Spring Water ill Chonnam," Korean journal of food science and technology, Vol.30, No.2(1998), 253~259.
- Muniruzzaman, M., and D. Pedretti, "Mechanistic models supporting uncertainty quantification of water quality predictions in heterogeneous mining waste rocks: a review," Stochastic Environmental Research and Risk Assessment, Vol.35, No.5(2021), 985~1001. https://doi.org/10.1007/s00477-020-01884-z
- Nam, S. W. and K. D. Zoh, "A Study on Characteristics of Contamination and Target compounds for Water Quality in Public Spring Waters, Korea," The Korean journal of public health, Vol.51, No.1(2014), 55~66.
- Ok, Y., S. Kim, K. Kim, S. Lee, D. Moon, K. Lim, J. Sung, S. Hur, and J. Yang, "Monitoring of selected veterinary antibiotics in environmental compartments near a composting facility in Gangwon Province, Korea" Environmental monitoring and assessment, (2011), 693-701.
- Park, J., S. Kim, Y. Lee, N. Kim, Y. Kang, S. Bae, and J. Kim, "Evaluation of Characteristics of Microorganisms Isolated from Public Drinking Water Facilities in Gwangju City," Journal of Environmental Health Sciences, Vol.47, No.2 (2021), 182~191.
- Ryu, D. K., "Water quality and human health risk assessment on springs in Seoul," Master thesis, University of Seoul, 2005.
- Sattari, M. T., M. Abbasgoli Naebzad, and R. Mirabbasi Najafabadi, "Surface water quality prediction using decision tree method," Irrigation and Water Engineering, Vol.4, No.3(2014), 76-88.
- Shin, D. I. and K-. Y. Kwahk, "Development of a Detection Model for the Companies Designated as Administrative Issue in KOSDAQ Market," Journal of Intelligence and Information Systems, Vol.24, No.3(2018), 157~176. https://doi.org/10.13088/JIIS.2018.24.3.157
- Shin, S. K., "Measures to improve the quality of mineral springs in Busan," BDI Policy Focus, No.281(2015), 1~12.
- Song, H., H. Lim, G. Park, H. Park, H. Lee, M. Jo, Y. Kim, and J. Oh, "Mineral Components of Water Supply Plants and Spring Waters in Northern Gyeonggi Area," Journal of environmental health sciences, Vol.45, No.3(2019), 238~246.
- Song, H., N. Kim, D. Jeong, Y. Lee, H. Jeon, Y. Kim, U. Jang, and J. Kim, "Water Quality and Influencing Factors at Dalbi Spring in Daegu," Journal of Korean Society of Environmental Engineers, Vol.25, No.12(2003), 1570~1577.
- Stidson, R. T., C. A. Gray, and C. D. McPhail, "Development and use of modelling techniques for real-time bathing water quality predictions," Water and Environment Journal, Vol.26, No.1 (2012), 7~18. https://doi.org/10.1111/j.1747-6593.2011.00258.x
- Woo, J. S., "A study on the water quality of springs well in Cheoan city," Master thesis, Hanbat national university, 2008.
- Yang, S., J. Bae, H. Lim, E. Oh, B. Park, and N. Heo, "The Management and Water Quality of the Public Mineral Water in Jeonnam Area," Joint spring conference, (2006), 93~100.
- Yoon, T., H. Lee, G. Choi, S. Lee, M. Lee, and S. Eo, "Occurrence of Indicator Bacteria and Identification of Total Coliforms Using 16S rRNA Gene in Drinking Spring Water in Seoul," Journal of environmental health sciences, Vol.39, No.6(2013), 513~521. https://doi.org/10.5668/JEHS.2013.39.6.513