Two-stage approach for COVID-19 vaccine supply chain network under uncertainty using the machine learning algorithms: A case study

Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 135, P. 108837 - 108837

Published: June 17, 2024

Language: Английский

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Hybrid approach of type-2 fuzzy inference system and PSO in asthma disease

Clinical eHealth, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

This research work presents a hybrid approach combining type-2 fuzzy inference system with particle swarm optimization (PSO) to develop optimized system, specifically tailored for asthma patient data. Addressing the inherent uncertainty in medical diagnostics, this model enhances traditional type-1 logic by incorporating ambiguity into linguistic variables and utilizing if-then rules. The is trained minimize diagnostic error disease identification. Applied dataset comprising eight entities from patients, demonstrates substantial accuracy improvements. Numerical computations validate showing decrease rate 1.445 0.03, indicating significant enhancement precision. These results underscore potential of our problems, providing novel effective tool tackling complexities diagnosis.

Language: Английский

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Autoregressive exogenous neural structures for synthetic datasets of olive disease control model with fractional Grünwald-Letnikov solver

Computers in Biology and Medicine, Journal Year: 2025, Volume and Issue: 187, P. 109707 - 109707

Published: Feb. 5, 2025

Language: Английский

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Model reference adaptive control of the nonlinear fractional order – stochastic model of the corona virus

Chaos Solitons & Fractals, Journal Year: 2025, Volume and Issue: 194, P. 116225 - 116225

Published: March 1, 2025

Language: Английский

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A Novel Classification Method Using the Takagi–Sugeno Model and a Type-2 Fuzzy Rule Induction Approach

Applied Sciences, Journal Year: 2023, Volume and Issue: 13(9), P. 5279 - 5279

Published: April 23, 2023

The main purpose of this research was to introduce a classification method, which combines rule induction procedure with the Takagi–Sugeno inference model. This proposal is continuation our previous research, in process based on interval type-2 fuzzy introduced. goal verify if Mamdani used could be replaced first-order system. In both cases induce rules, new concept information system defined order deal sets. Additionally, introduced assumes an optimization concerning footprint uncertainty considered A key point proposed generalization systems’ attribute handle uncertainty, occurs real data. For experimental purposes, method tested different benchmark data and very promising results were achieved. sets: Breast Cancer Data, Wisconsin, Data Banknote Authentication, HTRU 2 Ionosphere, following F-scores achieved, respectively: 97.6%, 96%, 100%, 87.8%, 89.4%. proved possibility applying model concept. parameters optimized using evolutionary strategy.

Language: Английский

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A recurrent neural network approach for nonconvex interval quadratic programming

Neurocomputing, Journal Year: 2024, Volume and Issue: 588, P. 127636 - 127636

Published: April 3, 2024

Language: Английский

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Therapeutic Application of Pineapple: A Review

Recent Advances in Food Nutrition & Agriculture, Journal Year: 2023, Volume and Issue: 14(2), P. 107 - 125

Published: May 23, 2023

Background: Ananas comosus L. (family Bromeliaceae) is a plant innate to South America and has been cultivated in various world regions. The parts have traditionally used treat ailments, like cancer, diabetes mellitus, bacterial infection, Covid-19 inflammation, arthritis, asthma, malaria, cardiovascular disease, burn, as debridement agents. pineapple contains nutrients, including vitamin C, iron, potassium, protein. It also flavonoids, carotenoids, tannins, polyphenols, alkaloids. Methods: An extensive literature search was conducted on using three scientific databases: PubMed, Scopus, Web of Science. keywords this paper were combined form strategy. the main criteria for judging abstracts, titles, keywords. In full text paper, secondary judgment included mentioning "therapeutic potential" or "pharmacological activities”. Among 250 references compiled bibliography, there original articles, books, web addresses dating back 2001 2023. A review articles after abstracts titles screened, 61 duplicate deleted. information provided therapeutic potential pharmacological actions its bioactive compounds. Results: review, A. detailed. current intends provide an updated comprehensive overview versatile plant's use clinical trials. Conclusion: gained enormous attention increasing consideration treating diseases. pineapple, compound, extracts, their mode action are discussed briefly. Also, trials emphasized, which great demand need further in-depth investigation future.

Language: Английский

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Estimating the impact of short-term sulfur dioxide exposure on the COVID-19 incidence: A spatiotemporal study in the continental United States

Atmospheric Pollution Research, Journal Year: 2024, Volume and Issue: 15(4), P. 102053 - 102053

Published: Jan. 18, 2024

Language: Английский

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Response Strategies for Emerging Infectious Diseases: More Efforts Are Needed

Tropical Medicine and Infectious Disease, Journal Year: 2023, Volume and Issue: 8(8), P. 404 - 404

Published: Aug. 8, 2023

In recent years, emerging infectious disease outbreaks have placed significant health and socioeconomic burdens upon the population [...]

Language: Английский

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