최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기海洋環境安全學會誌 = Journal of the Korean society of marine environment & safety, v.29 no.1, 2023년, pp.24 - 35
김성수 ((주)아라종합기술) , 손규희 ((주)세광종합기술단) , 김도연 ((주)아라종합기술) , 허장무 ((주)아라종합기술) , 김성은 ((주)아라종합기술)
Rapid industrialization and urbanization have led to severe marine pollution. A Water Quality Index (WQI) has been developed to allow the effective management of marine pollution. However, the WQI suffers from problems with loss of information due to the complex calculations involved, changes in sta...
Abba, S. I., Q. B. Pham, G. Saini, N. T. T. Linh, A. N. Ahmed, M. Mohajane, M. Khaledian, R. A. Abdulkadir, and Q. V. Bach(2020), Implementation of Data Intelligence Models Coupled with Ensemble Machine Learning for Prediction of Water Quality Index, Environmental Science and Pollution Research, 27(33), pp. 41524-41539.?
Bui, D. T., K. Khosravi, J. Tiefenbacher, H. Nguyen, and N. Kazakis(2020), Improving Prediction of Water Quality Indices Using Novel Hybrid Machine-Learning Algorithms, Science of the Total Environment, 721, p. 137612.?
Gaya, M. S., S. I. Abba, M. A. Abdu, A. I. Tukur, M. A. Saleh, P. Esmaili, and N. A. Wahab(2020), Estimation of Water Quality Index Using Artificial Intelligence Approaches and Multi-Linear Regression, IAES International Journal of Artificial Intelligence, 9(1), p. 126.?
Grbcic, L., S. Druzeta, G. Mausa, T. Lipic, D. V. Lusic, M. Alvir, I. Lucin, A. Sikirica, D. Davidovic, V. Travas, D. Kalafatovicm, K. Pikelj, H. Fajkovic, T. Holjevic, and L. Kranjcevic(2022), Coastal Water Quality Prediction Based on Machine Learning with Feature Interpretation and Spatio-Temporal Analysis, Environmental Modelling & Software, 155, p. 105458.?
Haghiabi, A. H., A. H. Nasrolahi, and A. Parsaie(2018), Water Quality Prediction Using Machine Learning Methods, Water Quality Research Journal, 53(1), pp. 3-13.?
Hannan, A. and J. Anmala(2021), Classification and Prediction of Fecal Coliform in Stream Waters Using Decision Trees (DTs) for Upper Green River Watershed, Kentucky, USA, Water, 13(19), p. 2790.?
Huan, J., H. Li, M. Li, and B. Chen(2020), Prediction of Dissolved Oxygen in Aquaculture Based on Gradient Boosting Decision Tree and Long Short-Term Memory Network: A Study of Chang Zhou Fishery Demonstration Base, China, Computers and Electronics in Agriculture, 175, p. 105530.?
Jang, E., J. Im, S. Ha, S. Lee, and Y. G. Park(2016), 'Estimation of Water Quality Index for Coastal Areas in Korea Using GOCI Satellite Data Based on Machine Learning Approaches, Korean Journal of Remote Sensing, 32(3), pp. 221-234?
Jeon, S. B., H. Y. Oh, and M. H. Jeong(2020), Estimation of Sea Water Quality Level Using Machine Learning. Korea Spatial Information Society, Vol. 28, No. 4, pp. 145-152.?
Kadam, A. K., V. M. Wagh, A. A. Muley, B. N. Umrikar, and R. N. Sankhua(2019), Prediction of Water Quality Index Using Artificial Neural Network and Multiple Linear Regression Modelling Approach in Shivganga River Basin, India, Modeling Earth Systems and Environment, 5(3), pp. 951-962.?
Khan, I. U., N. Aslam, R. Alshehri, S. Alzahrani, M. Alghamdi, A. Almalki, and M. Balabeed(2021), Cervical Cancer Diagnosis Model Using Extreme Gradient Boosting and Bioinspired Firefly Optimization, Cervical Cancer Diagnosis Model Using Extreme Gradient Boosting and Bioinspired Firefly Optimization. Scientific Programming.?
Khullar, S. and N. Singh(2021), Machine learning techniques in river water quality modelling: a research travelogue, Water Supply, 21(1), pp. 1-13.?
Kim, S. B., J. S. Lee, and K. T. Kim(2022), WQI Class Prediction of Sihwa Lake Using Machine Learning-Based Models, J. The Sea: JOURNAL OF THE KOREAN SOCIETY OF OCEANOGRAPHY, 27(2), pp. 71-86.?
Kim, Y. H., J. Im, H. K. Ha, J. K. Choi, and S. Ha(2014), Machine learning approaches to coastal water quality monitoring using GOCI satellite data, GIScience & Remote Sensing, 51:2, pp. 158-174.?
Liaw, A. and M. Wiener(2002), Classification and regression by randomForest, R news, 2(3), pp. 18-22.?
Lopez, V., A. Fernandez, S. Garcia, V. Palade, and F. Herrera (2013), An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics, Information Sciences, 250, pp. 113-141.?
Mi, Y.(2013), Imbalanced classification based on active learning SMOTE, Research Journal of Applied Sciences, Engineering and Technology, 5(3), pp. 944-949.?
Modaresi, F. and S. Araghinejad(2014), A comparative assessment of support vector machines, probabilistic neural networks, and K-nearest neighbor algorithms for water quality classification, Water resources management, 28(12), pp. 4095-4111.?
Mountrakis, G., J. Im, and C. Ogole(2011), Support vector machines in remote sensing: A review, ISPRS Journal of Photogrammetry and Remote Sensing, 66(3), pp. 247-259.?
Rho, T. K., T. S. Lee, S. R. Lee, M. S. Choi, C. Park, J. H. Lee, J. Y. Lee, and S. S. Kim(2012), Reference Values and Water Quality Assessment Based on the Regional Environmental Characteristics, The Sea : JOURNAL OF THE KOREAN SOCIETY OF OCEANOGRAPHY, Vol. 17, No. 2, pp. 45-58.?
Tanha, J., Y. Abdi, N. Samadi, N. Razzaghi, and M. Asadpour(2020), Boosting methods for multi-class imbalanced data classification: an experimental review, Journal of Big Data, 7(1), pp. 1-47.?
Uddin, M. G., S. Nash, and A. I. Olbert(2021), A review of water quality index models and their use for assessing surface water quality, Ecological Indicators, 122, p. 107218.?
Uddin, M. G., S. Nash, A. Rahman, and A. I. Olbert(2022a), A comprehensive method for improvement of water quality index (WQI) models for coastal water quality assessment, Water Research, 219, p. 118532.?
Uddin, M. G., S. Nash, M. T. M. Diganta, A. Rahman, and A. I. Olbert(2022b), Robust machine learning algorithms for predicting coastal water quality index, Journal of Environmental Management, 321, p. 115923.
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
출판사/학술단체 등이 한시적으로 특별한 프로모션 또는 일정기간 경과 후 접근을 허용하여, 출판사/학술단체 등의 사이트에서 이용 가능한 논문
※ AI-Helper는 부적절한 답변을 할 수 있습니다.