<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "An Artificial Neural Network Model for Water Quality and Water Consumption Prediction"^^ . "With rapid urbanization, high rates of industrialization, and inappropriate waste disposal, water quality has been substantially degraded during the past decade. So, water quality prediction, an essential element for a healthy society, has become a task of great significance to protecting the water environment. Existing approaches focus predominantly on either water quality or water consumption prediction, utilizing complex algorithms that reduce the accuracy of imbalanced datasets and increase computational complexity. This study proposes a simple architecture of neural networks which is more efficient and accurate and can work for predicting both water quality and water consumption. An artificial neural network (ANN) consisting of one hidden layer and a couple of dropout and activation layers is utilized in this regard. The approach is tested using two datasets for predicting water quality and water consumption. Results show a 0.96 accuracy for water quality prediction which is better than existing studies. A 0.99 R2 score is obtained for water consumption prediction which is superior to existing state-of-the-art approaches."^^ . "2022-10" . . . "14" . "21" . . "Water"^^ . . . "20734441" . . . . . . . . . . . . . . . . . . . . . . . . . "Juan Luis"^^ . "Vidal Mazón"^^ . "Juan Luis Vidal Mazón"^^ . . "Furqan"^^ . "Rustam"^^ . "Furqan Rustam"^^ . . "Abid"^^ . "Ishaq"^^ . "Abid Ishaq"^^ . . "Carmen Lilí"^^ . "Rodríguez Velasco"^^ . "Carmen Lilí Rodríguez Velasco"^^ . . "Sayyida Tabinda"^^ . "Kokab"^^ . "Sayyida Tabinda Kokab"^^ . . "Isabel"^^ . "de la Torre Diez"^^ . "Isabel de la Torre Diez"^^ . . "Imran"^^ . "Ashraf"^^ . "Imran Ashraf"^^ . . . . . . "An Artificial Neural Network Model for Water Quality and Water Consumption Prediction (Texto)"^^ . . . "water-14-03359-v2.pdf"^^ . . . "An Artificial Neural Network Model for Water Quality and Water Consumption Prediction (Otro)"^^ . . . . . . "indexcodes.txt"^^ . . . "An Artificial Neural Network Model for Water Quality and Water Consumption Prediction (Otro)"^^ . . . . . . "lightbox.jpg"^^ . . . "An Artificial Neural Network Model for Water Quality and Water Consumption Prediction (Otro)"^^ . . . . . . "preview.jpg"^^ . . . "An Artificial Neural Network Model for Water Quality and Water Consumption Prediction (Otro)"^^ . . . . . . "medium.jpg"^^ . . . "An Artificial Neural Network Model for Water Quality and Water Consumption Prediction (Otro)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #5425 \n\nAn Artificial Neural Network Model for Water Quality and Water Consumption Prediction\n\n" . "text/html" . . . "Engineering"@en . "Ingeniería"@es . .