Performance analysis of algal bloom prediction machine learning model using generative artificial intelligence-based data imbalance mitigation techniques View count 273

Juneoh Kim, Jungsu Park

Journal of the Korean Society of Water and Wastewater :: Vol.39 No.5 pp.347-358

DOI:https://doi.org/10.11001/jksww.2025.39.5.347

Spatial and temporal characteristics of turbidity and residual chlorine concentration in water distribution network and the evaluation method for the integrity of consumer water tank View count 74

Eunhye Jeong, Kyung-Yup Hwang, Min-Ouk Park, Hyunjun Kim

Journal of the Korean Society of Water and Wastewater :: Vol.39 No.1 pp.13-24

DOI:https://doi.org/10.11001/jksww.2025.39.1.13

A study on management status and treatment efficiency of individual sewage treatment facilities View count 172

Mijin Kim, Jinkeun Kim, Won-Bae Park

Journal of the Korean Society of Water and Wastewater :: Vol.38 No.6 pp.385-395

DOI:https://doi.org/10.11001/jksww.2024.38.6.385

Application and evaluation for effluent water quality prediction using artificial intelligence model View count 276

Mincheol Kim, Youngho Park, Kwangtae You, Jongrack Kim

Journal of the Korean Society of Water and Wastewater :: Vol.38 No.1 pp.1-15

DOI:https://doi.org/10.11001/jksww.2024.38.1.1

Cluster exploration of water pipe leak and complaints surveillance using a spatio-temporal statistical analysis View count 223

Juwon Lee, Eunju Kim, Sookhyun Nam, Tae-Mun Hwang

Journal of the Korean Society of Water and Wastewater :: Vol.37 No.5 pp.261-269

DOI:https://doi.org/10.11001/jksww.2023.37.5.261

Development of a model to predict water quality using an automated machine learning algorithm View count 251

Jungsu Park

Journal of the Korean Society of Water and Wastewater :: Vol.36 No.6 pp.329-337

DOI:https://doi.org/10.11001/jksww.2022.36.6.329

Status of Water Infrastructure and Future Tasks in Jeollabuk-do Province(Focussed on the Mangyeong River and Dongjin River) View count 733

Boguk Kim

Journal of the Korean Society of Water and Wastewater :: Vol.36 No.5 pp.289-296

DOI:https://doi.org/10.11001/jksww.2022.36.5.289

Development of ensemble machine learning model considering the characteristics of input variables and the interpretation of model performance using explainable artificial intelligence View count 306

Jungsu Park

Journal of the Korean Society of Water and Wastewater :: Vol.36 No.4 pp.239-248

DOI:https://doi.org/10.11001/jksww.2022.36.4.239

Effect of input variable characteristics on the performance of an ensemble machine learning model for algal bloom prediction View count 622

Byeong-Koo Kang, Jungsu Park

Journal of the Korean Society of Water and Wastewater :: Vol.35 No.6 pp.417-424

DOI:https://doi.org/10.11001/jksww.2021.35.6.417

A study of improvement of river water quality(T-P) in pilot-scale operation View count 599

Kyoungsoo Choi, Chaeyoung Lee

Journal of the Korean Society of Water and Wastewater :: Vol.35 No.5 pp.323-334

DOI:https://doi.org/10.11001/jksww.2021.35.5.323

A study on the method of setting the water quality target level for integrated environmental management View count 680

Hyeon-Jeong Hwang, Jong-Beom Khan, Ji Hye Seo, Sunkyung Lee, Young-Lan Kim

Journal of the Korean Society of Water and Wastewater :: Vol.35 No.3 pp.187-196

DOI:https://doi.org/10.11001/jksww.2021.35.3.187

Operation evaluation of DAF pilot plant for water treatment process in Hoedong Reservoir View count 517

Minsoo Maeng, Nirmal Kumar Shahi, Donghyeun Kim, Gwyam Shin, Seok Dockko

Journal of the Korean Society of Water and Wastewater :: Vol.34 No.6 pp.463-471

DOI:https://doi.org/10.11001/jksww.2020.34.6.463

Prediction of high turbidity in rivers using LSTM algorithm View count 2326

Jungsu Park, Hyunho Lee

Journal of the Korean Society of Water and Wastewater :: Vol.34 No.1 pp.35-43

DOI:https://doi.org/10.11001/jksww.2020.34.1.035

Comparative study on cleaning effects of air scouring and unidirectional flushing considering water flow direction of water pipes View count 1515

Jeewon Seo, Gyusang Lee, Kibum Kim, Jinseok Hyung, Taehyeon Kim, Jayong Koo

Journal of the Korean Society of Water and Wastewater :: Vol.33 No.5 pp.353-366

DOI:https://doi.org/10.11001/jksww.2019.33.5.353

Water quality analyses between tap water and treated water by point-of-use water dispenser systems View count 1580

Keun-Young Park, Ji-Won Park, Jae-Hyeok Kim, Yeong Na, Sung-Kyu Maeng, Sung-Pyo Kim, Ji-Hyang Kweon

Journal of the Korean Society of Water and Wastewater :: Vol.33 No.5 pp.395-404

DOI:https://doi.org/10.11001/jksww.2019.33.5.395

Effectiveness of elimination inflowing algae in water treatment plant using natural algae remover View count 769

Hoyoung Jung, Younghee Kim

Journal of the Korean Society of Water and Wastewater :: Vol.33 No.4 pp.311-319

DOI:https://doi.org/10.11001/jksww.2019.33.4.311

Development of prediction models of chlorine bulk decay coefficient by rechlorination in water distribution network View count 1446

Bobae Jeong, Kibum Kim, Jeewon Seo, Jayong Koo

Journal of the Korean Society of Water and Wastewater :: Vol.33 No.1 pp.17-29

DOI:https://doi.org/10.11001/jksww.2019.33.1.017

Monitoring algal bloom in river using unmanned aerial vehicle(UAV) imagery technique View count 1401

Eun-Ju Kim, Sook-Hyun Nam, Jae-Wuk Koo, Tae-Mun Hwang

Journal of the Korean Society of Water and Wastewater :: Vol.32 No.6 pp.573-581

DOI:https://doi.org/10.11001/jksww.2018.32.6.573