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A comparative survey between cascade correlation neural network (CCNN) and feedforward neural network (FFNN) machine learning models for forecasting suspended sediment concentration.
Joshi, Bhupendra; Singh, Vijay Kumar; Vishwakarma, Dinesh Kumar; Ghorbani, Mohammad Ali; Kim, Sungwon; Gupta, Shivam; Chandola, V K; Rajput, Jitendra; Chung, Il-Moon; Yadav, Krishna Kumar; Mirzania, Ehsan; Al-Ansari, Nadhir; Mattar, Mohamed A.
Afiliação
  • Joshi B; Department of Agricultural Engineering, Institute of Agricultural Sciences, Banaras Hindu University, Varanasi, Uttar Pradesh, 221005, India.
  • Singh VK; Department of Soil and Water Conservation Engineering, Acharya Narendra Deva University of Agriculture & Technology, Kumarganj, Ayodhya, Uttar Pradesh, 224229, India.
  • Vishwakarma DK; Department of Irrigation and Drainage Engineering, Govind Ballabh Pant University of Agriculture and Technology, Pantnagar, Uttarakhand, 263145, India. dinesh.vishwakarma4820@gmail.com.
  • Ghorbani MA; Department of Water Engineering, Faculty of Agriculture, University of Tabriz, Tabriz, 5166616471, Iran.
  • Kim S; Department of Railroad Construction and Safety Engineering, Dongyang University, 36040, Yeongju, South Korea.
  • Gupta S; Department of Irrigation and Drainage Engineering, Acharya Narendra Deva University of Agriculture & Technology, Kumarganj, Ayodhya, Uttar Pradesh, 224229, India.
  • Chandola VK; Department of Agricultural Engineering, Institute of Agricultural Sciences, Banaras Hindu University, Varanasi, Uttar Pradesh, 221005, India.
  • Rajput J; Division of Agricultural Engineering, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
  • Chung IM; Department of Water Resources and River Research, Korea Institute of Civil Engineering and Building Technology, Goyang-si, 10223, Republic of Korea.
  • Yadav KK; Faculty of Science and Technology, Madhyanchal Professional University, Ratibad, Bhopal, 462044, India.
  • Mirzania E; Environmental and Atmospheric Sciences Research Group, Scientific Research Center, Al-Ayen University, Thi-Qar, Nasiriyah, 64001, Iraq.
  • Al-Ansari N; Department of Water Engineering, Faculty of Agriculture, University of Tabriz, Tabriz, 5166616471, Iran.
  • Mattar MA; Department of Civil, Environmental, and Natural Resources Engineering, Lulea University of Technology, 97187, Luleå, Sweden. nadhir.alansari@ltu.se.
Sci Rep ; 14(1): 10638, 2024 May 09.
Article em En | MEDLINE | ID: mdl-38724562

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2024 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2024 Tipo de documento: Article