LIBROS DEL AUTOR: patricia melin

30 resultados para LIBROS DEL AUTOR: patricia melin

patricia melin Eliminar filtro Quitar filtros
  • Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks
    Martha Ramirez / Oscar Castillo / Patricia Melin
    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 hybrid neural systems and their use in time series analysis and decision support systems. Therefore, through the...
    Disponible

    65,64 €

  • Interval Type-3 Fuzzy Systems
    Juan R. Castro / Oscar Castillo / Patricia Melin
    This book briefly reviews the basic concepts of type-2 fuzzy systems and then describes the proposed definitions for interval type-3 fuzzy sets and relations, also interval type-3 inference and systems. The use of type-2 fuzzy systems has become widespread in the leading economy sectors, especially in industrial and application areas, such as services, health, defense, and so o...
    Disponible

    172,56 €

  • Interval Type-3 Fuzzy Systems
    Juan R. Castro / Oscar Castillo / Patricia Melin
    This book briefly reviews the basic concepts of type-2 fuzzy systems and then describes the proposed definitions for interval type-3 fuzzy sets and relations, also interval type-3 inference and systems. The use of type-2 fuzzy systems has become widespread in the leading economy sectors, especially in industrial and application areas, such as services, health, defense, and so o...
    Disponible

    48,68 €

  • Interval Type-3 Fuzzy Systems
    Juan R. Castro / Oscar Castillo / Patricia Melin
    This book briefly reviews the basic concepts of type-2 fuzzy systems and then describes the proposed definitions for interval type-3 fuzzy sets and relations, also interval type-3 inference and systems. The use of type-2 fuzzy systems has become widespread in the leading economy sectors, especially in industrial and application areas, such as services, health, defense, and so o...
    Disponible

    171,20 €

  • Nature-inspired Optimization of Type-2 Fuzzy Neural Hybrid Models for Classification in Medical Diagnosis
    German Prado Arechiga / Ivette Miramontes / Patricia Melin
    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 disease, but it can be adaptable to provide the diagnosis of different diseases. This book reflects the exper...
    Disponible

    48,58 €

  • Nature-inspired Optimization of Type-2 Fuzzy Neural Hybrid Models for Classification in Medical Diagnosis
    German Prado Arechiga / Ivette Miramontes / Patricia Melin
    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 disease, but it can be adaptable to provide the diagnosis of different diseases. This book reflects the exper...
    Disponible

    68,12 €

  • New Medical Diagnosis Models Based on Generalized Type-2 Fuzzy Logic
    Emanuel Ontiveros-Robles / Oscar Castillo / Patricia Melin
    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 reached considerable levels of success, as these systems are getting more intelligent and can be of great help to e...
    Disponible

    67,96 €

  • Neuro Fuzzy Hybrid Models for Classification in Medical Diagnosis
    German Prado-Arechiga / Juan Carlos Guzmán / Patricia Melin
    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 different possible areas of the medicine and help to have an improvement in diagnosis accuracy considering a clinic...
    Disponible

    68,06 €

  • 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 information in a wide variety of decision-making applications. The authors also demonstrate that the extended aggregati...
    Disponible

    67,93 €

  • 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 information in a wide variety of decision-making applications. The authors also demonstrate that the extended aggregati...
    Disponible

    48,29 €

  • 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, using a fuzzy logic system within the competitive layer of the LVQ network to determine the shortest distance...
    Disponible

    67,94 €

  • Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction
    Jesus Soto / Oscar Castillo / Patricia Melin
    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 fuzzy integrators with bio-inspired algorithms for time series prediction. Interval type-2 and type-1 fuzzy ...
    Disponible

    68,03 €

  • New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
    German Prado-Arechiga / Patricia Melin
    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 are combined using fuzzy logic. Finally, two genetic algo-rithms are used to perform the optimization of the mod...
    Disponible

    68,00 €

  • New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
    German Prado-Arechiga / Patricia Melin
    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 are combined using fuzzy logic. Finally, two genetic algo-rithms are used to perform the optimization of the mod...
    Disponible

    48,57 €

  • Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic
    Claudia I. Gonzalez / Claudia IGonzalez / Juan R. Castro / Juan RCastro / 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 the me-thodology based on Sobel operator and GT2 FSs is improved to be applied on color images. In the fourth...
    Disponible

    68,00 €

  • New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks
    Fernando Gaxiola / Fevrier Valdez / Patricia Melin
    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 recent methods that handle weight adaptation and especially fuzzy weights.The internal operation of the neuron i...
    Disponible

    67,13 €

  • Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation
    Daniela Sanchez / Patricia Melin
    In this book, anew method for hybrid intelligent systems is proposed. The proposed method isbased on a granular computing approach applied in two levels. The techniquesused and combined in the proposed method are modular neural networks (MNNs)with a Granular Computing (GrC) approach, thus resulting in a new concept ofMNNs; modular granular neural networks (MGNNs). In addition f...
    Disponible

    68,04 €

  • 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 set of typical complex benchmark functions is used to evaluate the performance of the algorithm. Simulation res...
    Disponible

    66,86 €

  • Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition
    Patricia Melin
    This book describes hybrid intelligent systems using type-2 fuzzy logic and modular neural networks for pattern recognition applications. Hybrid intelligent systems combine several intelligent computing paradigms, including fuzzy logic, neural networks, and bio-inspired optimization algorithms, which can be used to produce powerful pattern recognition systems. Type-2 fuzzy logi...
    Disponible

    209,82 €

  • Soft Computing and Fractal Theory for Intelligent Manufacturing
    Oscar Castillo / Patricia Melin
    We describe in this book, new methods for intelligent manufacturing using soft computing techniques and fractal theory. Soft Computing (SC) consists of several computing paradigms, including fuzzy logic, neural networks, and genetic algorithms, which can be used to produce powerful hybrid intelligent systems. Fractal theory provides us with the mathematical tools to understand ...
    Disponible

    47,80 €

  • Soft Computing and Fractal Theory for Intelligent Manufacturing
    Oscar Castillo / Patricia Melin
    We describe in this book, new methods for intelligent manufacturing using soft computing techniques and fractal theory. Soft Computing (SC) consists of several computing paradigms, including fuzzy logic, neural networks, and genetic algorithms, which can be used to produce powerful hybrid intelligent systems. Fractal theory provides us with the mathem...
    Disponible

    207,65 €

  • Soft Computing for Control of Non-Linear Dynamical Systems
    Oscar Castillo / Patricia Melin
    This book presents a unified view of modelling, simulation, and control of non­ linear dynamical systems using soft computing techniques and fractal theory. Our particular point of view is that modelling, simulation, and control are problems that cannot be considered apart, because they are intrinsically related in real world applications. Control of ...
    Disponible

    66,53 €

  • 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 the advantages that each technique offers. This book is intended to be a reference for scientists and engineers ...
    Disponible

    48,63 €

  • 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 the advantages that each technique offers. This book is intended to be a reference for scientists and engineers ...
    Disponible

    68,01 €

  • Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition
    Patricia Melin
    ...
    Disponible

    245,36 €

  • Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing
    Oscar Castillo / Patricia Melin
    Introduction to Pattern Recognition with Intelligent Systems.- Type-1 Fuzzy Logic.- Type-2 Fuzzy Logic and Intuitionistic Fuzzy Logic.- Supervised Neural Networks.- Unsupervised Neural Networks.- Modular Neural Networks.- Evolutionary Computing for Architecture Optimization.- Clustering with Intelligent Techniques.- Face Recognition with Modular Neural Networks and Fuzzy Measur...
    Disponible

    255,68 €

  • Type-2 Fuzzy Logic
    Oscar Castillo / Patricia Melin
    This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing (SC) techniques. The authors extend the use of fuzzy logic to a higher order, which is called type-2 fuzzy logic. Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the advantages that each technique...
    Disponible

    134,07 €

  • Type-2 Fuzzy Logic
    Oscar Castillo / Patricia Melin
    This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing (SC) techniques. The authors extend the use of fuzzy logic to a higher order, which is called type-2 fuzzy logic. Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the adv...
    Disponible

    132,71 €

  • Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing
    Oscar Castillo / Patricia Melin
    This monograph describes new methods for intelligent pattern recognition using soft computing techniques including neural networks, fuzzy logic, and genetic algorithms. Hybrid intelligent systems that combine several soft computing techniques are needed due to the complexity of pattern recognition problems. Hybrid intelligent systems can have differen...
    Disponible

    132,54 €

  • Soft Computing and Fractal Theory for Intelligent Manufacturing
    Oscar Castillo / Patricia Melin
    We describe in this book, new methods for intelligent manufacturing using soft computing techniques and fractal theory. Soft Computing (SC) consists of several computing paradigms, including fuzzy logic, neural networks, and genetic algorithms, which can be used to produce powerful hybrid intelligent systems. Fractal theory provides us with the mathem...
    Disponible

    206,28 €