[HTML][HTML] Automated machine learning: Review of the state-of-the-art and opportunities for healthcare

J Waring, C Lindvall, R Umeton - Artificial intelligence in medicine, 2020 - Elsevier
health care professionals often lack the machine learning expertise that is necessary to build
a successful model, … The next pipeline optimizer we will consider is Auto-sklearn [71], which …

[HTML][HTML] Differential evolution: A recent review based on state-of-the-art works

MF Ahmad, NAM Isa, WH Lim, KM Ang - Alexandria Engineering Journal, 2022 - Elsevier
algorithm inspired by Darwin’s theory of evolution and has been studied extensively to solve
different areas of optimisation … diversity and population dynamics models of DE published …

[HTML][HTML] Particle swarm optimization algorithm and its applications: a systematic review

AG Gad - Archives of computational methods in engineering, 2022 - Springer
… More specifically, this review strives to explore one of the most popular models of SI, …
reviewed papers. Due to the length limitation of the paper, I addressed curtly only 84 state-of-the-art

[Retracted] A Systematic Literature Review on Particle Swarm Optimization Techniques for Medical Diseases Detection

S Pervaiz, Z Ul-Qayyum, WH Bangyal… - Computational and …, 2021 - Wiley Online Library
… the diagnosis of medical diseases in health care using various … literature have used PSO
state-of-the-art algorithm to solve this … model, the PSO approach is incorporated to optimize the …

State-of-the-art review on advancements of data mining in structural health monitoring

M Gordan, SR Sabbagh-Yazdi, Z Ismail, K Ghaedi… - Measurement, 2022 - Elsevier
… In doing so, a brief background, models, functions, and … popular algorithms including artificial
neural network, genetic … or models and ultimately making a prediction using models. In the …

Machine learning in medical applications: A review of state-of-the-art methods

M Shehab, L Abualigah, Q Shambour… - … in Biology and Medicine, 2022 - Elsevier
… of the algorithm. A cross-validation model was used to assess the proposed algorithm, and
the … First, it allows users to substitute the optimizer or ML problem. Second, it allows the use of …

Machine Learning and the Future of Cardiovascular Care: JACC State-of-the-Art Review

G Quer, R Arnaout, M Henne, R Arnaout - Journal of the American College …, 2021 - jacc.org
… interpreting, and synthesizing health care data from disparate … ML algorithm is trained on
data, yielding a trained ML model … approach, the algorithm would have a goal—optimize partial …

Ebola optimization search algorithm: A new nature-inspired metaheuristic optimization algorithm

ON Oyelade, AES Ezugwu, TIA Mohamed… - IEEE …, 2022 - ieeexplore.ieee.org
… proposed algorithm is competitive with other state-of-the-art … , and relevant SIR-based models
that provided support in this … review studies that have developed bio-inspired optimization

Evolutionary algorithms, swarm intelligence methods, and their applications in water resources engineering: a state-of-the-art review

M Janga Reddy, D Nagesh Kumar - h2oj, 2020 - iwaponline.com
… in optimization modeling for solving the problems. So the popular LP method cannot work in
the case of models … It can handle any kind of functional relationships in the model and can …

COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian Optimization

MF Aslan, K Sabanci, A Durdu, MF Unlersen - Computers in biology and …, 2022 - Elsevier
… of state-of-the-art CNN models and optimized ML algorithms are the … some of the previous
state-of-the-art studies that have … A review study about this has been done by Lalmuanawma, …