Patricia Melin
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Explore the profile of Patricia Melin including associated specialties, affiliations and a list of published articles.
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30
Citations
427
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Recent Articles
1.
Melin P, Sanchez D, Monica J, Castillo O
Soft comput
. 2025 Jan;
28(Suppl 1):71.
PMID: 39847673
[This retracts the article DOI: 10.1007/s00500-020-05549-5.].
2.
Campos A, Melin P, Sanchez D
Life (Basel)
. 2023 Feb;
13(2).
PMID: 36836725
The world has been greatly affected by the COVID-19 pandemic, causing people to remain isolated and decreasing the interaction between people. Accordingly, various measures have been taken to continue with...
3.
Carreon-Ortiz H, Valdez F, Melin P, Castillo O
Micromachines (Basel)
. 2023 Jan;
14(1).
PMID: 36677210
Recurrent Neural Networks (RNN) are basically used for applications with time series and sequential data and are currently being used in embedded devices. However, one of their drawbacks is that...
4.
Castillo O, Melin P
Chaos Solitons Fractals
. 2022 Dec;
151:111250.
PMID: 36568906
This article is presenting a first attempt on a proposed fuzzy fractal control method for efficiently controlling nonlinear dynamic systems. The main goal is to combine the main advantages of...
5.
Amador-Angulo L, Castillo O, Melin P, Castro J
Micromachines (Basel)
. 2022 Sep;
13(9).
PMID: 36144113
In this study, the first goal is achieving a hybrid approach composed by an Interval Type-3 Fuzzy Logic System (IT3FLS) for the dynamic adaptation of α and β parameters of...
6.
Castillo O, Castro J, Pulido M, Melin P
Eng Appl Artif Intell
. 2022 Aug;
114:105110.
PMID: 35945944
In this work we are presenting an approach for fuzzy aggregation in ensembles of neural networks for forecasting. The aggregator is used in an ensemble to combine the outputs of...
7.
Valdez F, Melin P
Soft comput
. 2022 Apr;
:1-20.
PMID: 35411203
In this paper, we describe a review concerning the Quantum Computing (QC) and Deep Learning (DL) areas and their applications in Computational Intelligence (CI). Quantum algorithms (QAs), engage the rules...
8.
Melin P, Miramontes I, Carvajal O, Prado-Arechiga G
Soft comput
. 2022 Jan;
26(18):9497-9514.
PMID: 35035278
Fuzzy dynamic parameter adaptation has proven to be of great help when it is implemented in bio-inspired algorithms for optimization in different application areas, such as control, mathematical functions, classification,...
9.
Martinez G, Gonzalez C, Mendoza O, Melin P
J Imaging
. 2021 Aug;
5(8).
PMID: 34460505
A type-2 fuzzy edge detection method is presented in this paper. The general process consists of first obtaining the image gradients in the four directions-horizontal, vertical, and the two diagonals-and...
10.
Castillo O, Melin P
Healthcare (Basel)
. 2021 Feb;
9(2).
PMID: 33578902
We outline in this article a hybrid intelligent fuzzy fractal approach for classification of countries based on a mixture of fractal theoretical concepts and fuzzy logic mathematical constructs. The mathematical...