Tous les livres numériques de Patricia Melin en PDF et EPUB

21 Livre(s)
Télécharger le livre : Type-3 Fuzzy Logic and Fractal Theory for Medical Diagnosis
Type-3 Fuzzy Logic and Fractal Theory for Medical Diagnosis
Oscar Castillo , Patricia Melin
This book is intended to be a reference for scientists and engineers interested in applying type-3 fuzzy logic and fractal theory techniques in medical diagnosis. In this book, a new model based on type-3 fuzzy logic and fractal theory for applications in medical...

Editeur : Springer
Parution : 2025-02-19
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Télécharger le livre : Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks
Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks
Oscar Castillo , Patricia Melin , Martha Ramirez
This book provides a new model for clustering, classification, and time series prediction by using artificial neural networks to computationally simulate the behavior of the cognitive functions of the brain is presented.This model focuses on the study of intelligent...

Editeur : Springer
Parution : 2024-09-27
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Télécharger le livre : Type-3 Fuzzy Logic in Time Series Prediction
Type-3 Fuzzy Logic in Time Series Prediction
Oscar Castillo , Patricia Melin
This book focuses on the field of type-3 fuzzy logic for applications in time series prediction. The main idea is that a higher type and order of fuzzy logic can help in solving various prediction problems and find better results. In addition, neural networks and...

Editeur : Springer
Parution : 2024-05-13
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58,01 €
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Télécharger le livre : Hybrid Competitive Learning Method Using the Fireworks Algorithm and Artificial Neural Networks
Hybrid Competitive Learning Method Using the Fireworks Algorithm and Artificial Neural Networks
Juan Barraza , Patricia Melin , Fevrier Valdez
This book focuses on the fields of neural networks, swarm optimization algorithms, clustering and fuzzy logic.This book describes a hybrid method with three different techniques of intelligence computation: neural networks, optimization algorithms and fuzzy...

Editeur : Springer
Parution : 2023-11-25
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Télécharger le livre : Type-3 Fuzzy Logic in Intelligent Control
Type-3 Fuzzy Logic in Intelligent Control
Oscar Castillo , Patricia Melin
This book focuses on the field of type-3 fuzzy logic, also considering metaheuristics for applications in the control area. The main idea is that these areas together can solve various control problems and find better results. In this book, we test the proposed method...

Editeur : Springer
Parution : 2023-11-15
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Télécharger le livre : Nature-inspired Optimization of Type-2 Fuzzy Neural Hybrid Models for Classification in Medical Diagnosis
Nature-inspired Optimization of Type-2 Fuzzy Neural Hybrid Models for Classification in Medical Diagnosis
Patricia Melin , Ivette Miramontes , German Prado Arechiga
This book describes the utilization of different soft computing techniques and their optimization for providing an accurate and efficient medical diagnosis. The proposed method provides a precise and timely diagnosis of the risk that a person has to develop a particular...

Editeur : Springer
Parution : 2021-08-06
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Télécharger le livre : New Medical Diagnosis Models Based on Generalized Type-2 Fuzzy Logic
New Medical Diagnosis Models Based on Generalized Type-2 Fuzzy Logic
Oscar Castillo , Patricia Melin , Emanuel Ontiveros-Robles
This book presents different experimental results as evidence of the good results obtained compared with respect to conventional approaches and literature references based on fuzzy logic. Nowadays, the evolution of intelligence systems for decision making has been...

Editeur : Springer
Parution : 2021-06-03
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Télécharger le livre : Neuro Fuzzy Hybrid Models for Classification in Medical Diagnosis
Neuro Fuzzy Hybrid Models for Classification in Medical Diagnosis
Juan Carlos Guzmán , Patricia Melin , German Prado-Arechiga
This book is focused on the use of intelligent techniques, such as fuzzy logic, neural networks and bio-inspired algorithms, and their application in medical diagnosis. The main idea is that the proposed method may be able to adapt to medical diagnosis problems in...

Editeur : Springer
Parution : 2020-10-27
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Télécharger le livre : Intelligent Systems Design and Applications
Intelligent Systems Design and Applications
Ajith Abraham , Aswani Kumar Cherukuri , Niketa Gandhi , Patricia Melin
This book highlights recent research on Intelligent Systems and Nature Inspired Computing. It presents 212 selected papers from the 18th International Conference on Intelligent Systems Design and Applications (ISDA 2018) and the 10th World Congress on Nature and...

Editeur : Springer
Parution : 2019-04-13
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210,99 €
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Télécharger le livre : Intelligent Systems Design and Applications
Intelligent Systems Design and Applications
Ajith Abraham , Aswani Kumar Cherukuri , Niketa Gandhi , Patricia Melin
This book highlights recent research on Intelligent Systems and Nature Inspired Computing. It presents 212 selected papers from the 18th International Conference on Intelligent Systems Design and Applications (ISDA 2018) and the 10th World Congress on Nature and...

Editeur : Springer
Parution : 2019-04-11
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Télécharger le livre : Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic
Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic
Gabriela E. Martinez , Patricia Melin
This book presents an extension of the aggregation operator of the generalized interval type-2 Sugeno integral using generalized type-2 fuzzy logic.This extension enables it to handle higher levels of uncertainty when adding any number of sources and types of...

Editeur : Springer
Parution : 2019-03-28
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Télécharger le livre : Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic
Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic
Oscar Castillo , Patricia Melin , Frumen Olivas , Fevrier Valdez
In this book, a methodology for parameter adaptation in meta-heuristic op-timization methods is proposed. This methodology is based on using met-rics about the population of the meta-heuristic methods, to decide through a fuzzy inference system the best parameter values...

Editeur : Springer
Parution : 2018-03-14
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Télécharger le livre : New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic
New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic
Jonathan Amezcua , Oscar Castillo , Patricia Melin
In this book a new model for data classification was developed. This new model is based on the competitive neural network Learning Vector Quantization (LVQ) and type-2 fuzzy logic.  This computational model consists of the hybridization of the aforementioned techniques,...

Editeur : Springer
Parution : 2018-02-05
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Télécharger le livre : Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction
Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction
Oscar Castillo , Patricia Melin , Jesus Soto
This book focuses on the fields of hybrid intelligent systems based on fuzzy systems, neural networks, bio-inspired algorithms and time series.This book describes the construction of ensembles of Interval Type-2 Fuzzy Neural Networks models and the optimization of their...

Editeur : Springer
Parution : 2017-11-19
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Télécharger le livre : New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
Patricia Melin , German Prado-Arechiga
In this book, a new approach for diagnosis and risk evaluation of ar-terial hypertension is introduced. The new approach was implement-ed as a hybrid intelligent system combining modular neural net-works and fuzzy systems. The different responses of the hybrid system...

Editeur : Springer
Parution : 2017-07-04
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Télécharger le livre : Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic
Oscar Castillo , Juan R. Castro , Claudia I. Gonzalez , Patricia Melin
In this book four new methods are proposed.In the first method the generalized type-2 fuzzy logic is combined with the morphological gra-dient technique. The second method combines the general type-2 fuzzy systems (GT2 FSs) and the Sobel operator; in the third approach...

Editeur : Springer
Parution : 2017-03-05
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Télécharger le livre : New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks
New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks
Fernando Gaxiola , Patricia Melin , Fevrier Valdez
In this book a neural network learning method with type-2 fuzzy weight adjustment is proposed. The mathematical analysis of the proposed learning method architecture and the adaptation of type-2 fuzzy weights are presented. The proposed method is based on research of...

Editeur : Springer
Parution : 2016-06-02
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Télécharger le livre : Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation
Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation
Patricia Melin , Daniela Sanchez
In this book, a new method for hybrid intelligent systems is proposed. The proposed method is based on a granular computing approach applied in two levels. The techniques used and combined in the proposed method are modular neural networks (MNNs) with a Granular...

Editeur : Springer
Parution : 2016-02-23
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Télécharger le livre : Chemical Optimization Algorithm for Fuzzy Controller Design
Chemical Optimization Algorithm for Fuzzy Controller Design
Leslie Astudillo , Oscar Castillo , Patricia Melin
In this book, a novel optimization method inspired by a paradigm from nature is introduced. The chemical reactions are used as a paradigm to propose an optimization method that simulates these natural processes. The proposed algorithm is described in detail and then a...

Editeur : Springer
Parution : 2014-03-13
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Télécharger le livre : Recent Advances in Interval Type-2 Fuzzy Systems
Recent Advances in Interval Type-2 Fuzzy Systems
Oscar Castillo , Patricia Melin
This book reviews current state of the art methods for building intelligent systems using type-2 fuzzy logic and bio-inspired optimization techniques. Combining type-2 fuzzy logic with optimization algorithms, powerful hybrid intelligent systems have been built using...

Editeur : Springer
Parution : 2012-04-23
Collection : SpringerBriefs in Applied Sciences and Technology ePub

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