Dengue prediction in Latin America using machine learning and the one health perspective: a literature review
M Cabrera, J Leake, J Naranjo-Torres… - Tropical Medicine and …, 2022 - mdpi.com
Dengue fever is a serious and growing public health problem in Latin America and
elsewhere, intensified by climate change and human mobility. This paper reviews the …
elsewhere, intensified by climate change and human mobility. This paper reviews the …
The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
Regression analysis makes up a large part of supervised machine learning, and consists of
the prediction of a continuous independent target from a set of other predictor variables. The …
the prediction of a continuous independent target from a set of other predictor variables. The …
Performance metrics (error measures) in machine learning regression, forecasting and prognostics: Properties and typology
A Botchkarev - arXiv preprint arXiv:1809.03006, 2018 - arxiv.org
Performance metrics (error measures) are vital components of the evaluation frameworks in
various fields. The intention of this study was to overview of a variety of performance metrics …
various fields. The intention of this study was to overview of a variety of performance metrics …
Investigation of performance metrics in regression analysis and machine learning-based prediction models
Performance metrics (Evaluation metrics or error metrics) are crucial components of
regression analysis and machine learning-based prediction models. A performance metric …
regression analysis and machine learning-based prediction models. A performance metric …
A new typology design of performance metrics to measure errors in machine learning regression algorithms
A Botchkarev - Interdisciplinary Journal of Information …, 2019 - informingscience.org
Aim/Purpose: The aim of this study was to analyze various performance metrics and
approaches to their classification. The main goal of the study was to develop a new typology …
approaches to their classification. The main goal of the study was to develop a new typology …
Biomarker-informed machine learning model of cognitive fatigue from a heart rate response perspective
KFA Lee, WS Gan, G Christopoulos - Sensors, 2021 - mdpi.com
Cognitive fatigue is a psychological state characterised by feelings of tiredness and
impaired cognitive functioning arising from high cognitive demands. This paper examines …
impaired cognitive functioning arising from high cognitive demands. This paper examines …
A machine learning-based model to estimate PM2. 5 concentration levels in Delhi's atmosphere
During the last many years, the air quality of the capital city of India, Delhi had been
hazardous. A large number of people have been diagnosed with Asthma and other …
hazardous. A large number of people have been diagnosed with Asthma and other …
Machine learning model for predicting structural response of RC slabs exposed to blast loading
MK Almustafa, ML Nehdi - Engineering Structures, 2020 - Elsevier
Considering the risk of exposure of diverse structures to detonations and explosions, the
need for understanding the structural behavior under such events and enhancing blast …
need for understanding the structural behavior under such events and enhancing blast …
Prediction of the electricity generation of a 60-kW photovoltaic system with intelligent models ANFIS and optimized ANFIS-PSO
LO Lara-Cerecedo, JF Hinojosa, N Pitalúa-Díaz… - Energies, 2023 - mdpi.com
The development and constant improvement of accurate predictive models of electricity
generation from photovoltaic systems provide valuable planning tools for designers …
generation from photovoltaic systems provide valuable planning tools for designers …
Neurodegenerative disease detection and severity prediction using deep learning approaches
Neurodegenerative diseases (NDDs) such as amyotrophic lateral sclerosis (ALS),
Huntington's disease (HD), and Parkinson's disease (PD) can manifest themselves …
Huntington's disease (HD), and Parkinson's disease (PD) can manifest themselves …