Artificial Neural Network Hyperparameters Optimization: A Survey.
ZS Kadhim, HS Abdullah… - International Journal of …, 2022 - search.ebscohost.com
Abstract Machine-learning (ML) methods often utilized in applications like computer vision,
recommendation systems, natural language processing (NLP), as well as user behavior …
recommendation systems, natural language processing (NLP), as well as user behavior …
A short-term water demand forecasting model using multivariate long short-term memory with meteorological data
Sustainable management of water resources is a key challenge nowadays and in the future.
Water distribution systems have to ensure fresh water for all users in an increasing demand …
Water distribution systems have to ensure fresh water for all users in an increasing demand …
An ensemble neural network model to forecast drinking water consumption
A reliable short-term forecasting model is fundamental to managing a water distribution
system properly. This study addresses the problem of the efficient development of a deep …
system properly. This study addresses the problem of the efficient development of a deep …
[HTML][HTML] A comparison of artificial intelligence models for predicting phosphate removal efficiency from wastewater using the electrocoagulation process
In this study, artificial intelligence (AI) models including adaptive neuro-fuzzy inference
systems (ANFIS), artificial neural networks (ANN), and support vector regression (SVR) were …
systems (ANFIS), artificial neural networks (ANN), and support vector regression (SVR) were …
Forecasting daily electricity consumption in Thailand using regression, artificial neural network, support vector machine, and hybrid models
This article involves forecasting daily electricity consumption in Thailand. Electricity
consumption data are provided by the Electricity Generating Authority of Thailand, the …
consumption data are provided by the Electricity Generating Authority of Thailand, the …
Data mining techniques in psychotherapy: applications for studying therapeutic alliance
Therapeutic Alliance (TA) has been consistently reported as a robust predictor of therapy
outcomes and is one of the most investigated therapy relational factors. Research on …
outcomes and is one of the most investigated therapy relational factors. Research on …
How does missing data imputation affect the forecasting of urban water demand?
Nowadays, drinking water demand forecasting has become fundamental to efficiently
manage water distribution systems. With the growth of accessible data and the increase of …
manage water distribution systems. With the growth of accessible data and the increase of …
An artificial intelligence approach for managing water demand in water supply systems
Water demand management is essential for water utilities, which have the critical task of
supplying drinking water from water sources to end-users through the distribution network …
supplying drinking water from water sources to end-users through the distribution network …
Ecological design with the use of selected inventive methods including AI-based
Featured Application Potential application of the work concerns AI-supported eco-design of
a novel family of products. Abstract Creative thinking is an inherent process in the creation of …
a novel family of products. Abstract Creative thinking is an inherent process in the creation of …
[HTML][HTML] Graph neural networks for sensor placement: A proof of concept towards a digital twin of water distribution systems
Urban water management faces new challenges due to the rise of digital solutions and
abundant data, leading to the development of data-centric tools for decision-making in …
abundant data, leading to the development of data-centric tools for decision-making in …