Impact of feature scaling on machine learning models for the diagnosis of diabetes
Due to its high prevalence and incidence, diabetes is considered significant public health.
Since diabetes has no known cure, early diagnosis plays a vital role in effectively managing …
Since diabetes has no known cure, early diagnosis plays a vital role in effectively managing …
Predicting and analysing the quality of water resources for industrial purposes using integrated data-intelligent algorithms
JC Egbueri - Groundwater for Sustainable Development, 2022 - Elsevier
The continuous increase in the rate of industrialization in developing countries, in recent
times, calls for continuous industrial water quality assessment and prediction. This is to …
times, calls for continuous industrial water quality assessment and prediction. This is to …
Incorporation of information entropy theory, artificial neural network, and soft computing models in the development of integrated industrial water quality index
JC Egbueri - Environmental Monitoring and Assessment, 2022 - Springer
Keeping purpose and targeted end-users in perspective, several water quality indices have
been developed over the past decades to summarily convey water quality information to …
been developed over the past decades to summarily convey water quality information to …
Development of integrative data intelligence models for thermo-economic performances prediction of hybrid organic rankine plants
Computer aid models such as machine learning (ML) are massively observed to be
successfully applied in different engineering-related domains. The current research was …
successfully applied in different engineering-related domains. The current research was …
Performances of MLR, RBF-NN, and MLP-NN in the evaluation and prediction of water resources quality for irrigation purposes under two modeling scenarios
JC Egbueri, JC Agbasi - Geocarto International, 2022 - Taylor & Francis
One of the pivotal decision-making tools for sustainable management of water resources for
various uses is accurate prediction of water quality. In the present paper, multiple linear …
various uses is accurate prediction of water quality. In the present paper, multiple linear …
An overview of streamflow prediction using random forest algorithm
Since the first application of Artificial Intelligence in the field of hydrology, there has been a
great deal of interest in exploring aspects of future enhancements to hydrology. This is …
great deal of interest in exploring aspects of future enhancements to hydrology. This is …
Interpretation the influence of hydrometeorological variables on soil temperature prediction using the potential of deep learning model
S Elsayed, M Gupta… - Knowledge …, 2023 - … journals.publicknowledgeproject.org
The importance of soil temperature (ST) quantification can contribute to diverse ecological
modelling processes as well as for agricultural activities. Over the literature, it was evident …
modelling processes as well as for agricultural activities. Over the literature, it was evident …
Feasibility of the Optimal Design of AI-Based Models Integrated with Ensemble Machine Learning Paradigms for Modeling the Yields of Light Olefins in Crude-to …
The prediction of the yields of light olefins in the direct conversion of crude oil to chemicals
requires the development of a robust model that represents the crude-to-chemical …
requires the development of a robust model that represents the crude-to-chemical …
Genetic neuro-computing model for insights on membrane performance in oily wastewater treatment: An integrated experimental approach
In this study, response surface methodology (RSM) and artificial neural network-based
genetic algorithm (ANN-GA) were utilized to predict two crucial output parameters of …
genetic algorithm (ANN-GA) were utilized to predict two crucial output parameters of …
[PDF][PDF] Comparison of meta-heuristic algorithms for fuzzy modelling of COVID-19 illness' severity classification
NAM Aseri, MA Ismail, AS Fakharudin… - … Journal of Artificial …, 2022 - researchgate.net
The world health organization (WHO) proclaimed the COVID-19, commonly known as the
coronavirus disease 2019, was a pandemic in March 2020. When people are in close …
coronavirus disease 2019, was a pandemic in March 2020. When people are in close …