Penulis: Patricia Melin

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Oscar Castillo holds the Doctor in Science degree (Doctor Habilitatus) in Computer Science from the Polish Academy of Sciences (with the Dissertation “Soft Computing and Fractal Theory for Intelligent Manufacturing”). He is a Professor of Computer Science in the Graduate Division, Tijuana Institute of Technology, Tijuana, Mexico. In addition, he is serving as Research Director of Computer Science and head of the research group on Hybrid Fuzzy Intelligent Systems. Currently, he is President of HAFSA (Hispanic American Fuzzy Systems Association) and Past President of IFSA (International Fuzzy Systems Association). Prof. Castillo is also Chair of the Mexican Chapter of the Computational Intelligence Society (IEEE). He also belongs to the Technical Committee on Fuzzy Systems of IEEE and to the Task Force on “Extensions to Type-1 Fuzzy Systems”. He is also a member of NAFIPS, IFSA and IEEE. He belongs to the Mexican Research System (SNI Level 3). His research interests are in Type-2 Fuzzy Logic, Fuzzy Control, Neuro-Fuzzy and Genetic-Fuzzy hybrid approaches. He has published over 300 journal papers, 20 authored books, 100 edited books, 200 papers in conference proceedings, and more than 300 chapters in edited books, in total more than 1160 publications with h index of 93. He has been Guest Editor of several successful Special Issues in the past, like in the following journals: Applied Soft Computing, Intelligent Systems, Information Sciences, Soft Computing, Non-Linear Studies, Fuzzy Sets and Systems, JAMRIS and Engineering Letters. He is currently Associate Editor of the Information Sciences Journal, Applied Soft Computing Journal, Journal of Engineering Applications on Artificial Intelligence, Granular Computing Journal and the International Journal of Fuzzy Systems. He has been elected IFSA Fellow and MICAI Fellow member last year. Finally, he recently received the Recognition as Highly Cited Researcher in 2017 and 2018 by Clarivate Analytics and Web of Science. Patricia Melin holds the Doctor in Science degree (Doctor Habilitatus D.Sc.) in Computer Science from the Polish Academy of Sciences (with the Dissertation “Hybrid Intelligent Systems for Pattern Recognition using Soft Computing”). She is a Professor of Computer Science in the Graduate Division, Tijuana Institute of Technology, Tijuana, Mexico, since 1998. In addition, she is serving as Director of Graduate Studies in Computer Science and head of the research group on Hybrid Neural Intelligent Systems (2000-present). Currently, she is President of NAFIPS (North American Fuzzy Information Processing Society). Prof. Melin is the founding Chair of the Mexican Chapter of the IEEE Computational Intelligence Society. She is member of the IEEE Neural Network Technical Committee (2007 to present), the IEEE Fuzzy System Technical Committee (2014 to present) and in Chair of the Task Force on Hybrid Intelligent Systems (2007 to present) and she is currently Associate Editor of the Journal of Information Sciences and IEEE Transactions on Fuzzy Systems. She is member of NAFIPS, IFSA, and IEEE. She belongs to the Mexican Research System with level III. Her research interests are in Modular Neural Networks, Type-2 Fuzzy Logic, Pattern Recognition, Fuzzy Control, Neuro-Fuzzy and Genetic-Fuzzy hybrid approaches. She has published over 220 journal papers, 20 authored books, 80 edited books, and more than 300 papers in conference proceedings with h-index of 82. She has served as Guest Editor of several Special Issues in the past, in journals like: Applied Soft Computing, Intelligent Systems, Information Sciences, Non-Linear Studies, JAMRIS, Fuzzy Sets and Systems, and Engineering Letters. Finally, he recently received the Recognition as Highly Cited Researcher in 2017 and 2018 by Clarivate Analytics and Web of Science.




51 Ebooks oleh Patricia Melin

Patricia Melin & Gabriela E. Martinez: Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic
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 …
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€53.49
Ajith Abraham & Aswani Kumar Cherukuri: Intelligent Systems Design and Applications
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 App …
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€213.99
Ajith Abraham & Aswani Kumar Cherukuri: Intelligent Systems Design and Applications
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 App …
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€213.99
Leslie Astudillo & Patricia Melin: Chemical Optimization Algorithm for Fuzzy Controller Design
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 natura …
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€53.49
Patricia Melin & Oscar Castillo: Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization
This book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application in areas such as,  intelligent con …
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€178.49
Krassimir T. Atanassov & Oscar Castillo: Novel Developments in Uncertainty Representation and Processing
This volume contains, first of all, the papers presented at the Fourteenth International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets  (IWIFSGN-2015) held on October 26-28, 20 …
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€149.79
Daniela Sanchez & Patricia Melin: Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation
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 pro …
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€53.49
Fernando Gaxiola & Patricia Melin: New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks
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 fuzz …
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€53.49
Claudia I. Gonzalez & Patricia Melin: Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic
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- …
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€53.49
Patricia Melin & German Prado-Arechiga: New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
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-w …
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€53.49
Patricia Melin & Oscar Castillo: Fuzzy Logic in Intelligent System Design
This book describes recent advances in the use of fuzzy logic for the design of hybrid intelligent systems based on nature-inspired optimization and their applications in areas such as intelligent co …
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€149.79
Frumen Olivas & Fevrier Valdez: Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic
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 method …
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€53.49
Jesus Soto & Patricia Melin: Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction
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 In …
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€53.49
Jonathan Amezcua & Patricia Melin: New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic
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 computa …
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€53.49
Patricia Melin & Oscar Castillo: Analysis and Design of Intelligent Systems Using Soft Computing Techniques
This book comprises a selection of papers from IFSA 2007 on new methods for ana- sis and design of hybrid intelligent systems using soft computing techniques. Soft Computing (SC) consists of several …
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€213.99
Oscar Castillo & Patricia Melin: Theoretical Advances and Applications of Fuzzy Logic and Soft Computing
This book comprises a selection of papers from IFSA 2007 on theoretical advances and applications of fuzzy logic and soft computing. These papers were selected from over 400 submissions and constitut …
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€213.99
Patricia Melin: Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition
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 comput …
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€154.69
Oscar Castillo & Patricia Melin: Recent Advances in Interval Type-2 Fuzzy Systems
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 a …
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€53.49
Oscar Castillo & Patricia Melin: Modelling, Simulation and Control of Non-linear Dynamical Systems
These authors use soft computing techniques and fractal theory in this new approach to mathematical modeling, simulation and control of complexion-linear dynamical systems. First, a new fuzzy-fractal …
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€75.92
Oscar Castillo & Patricia Melin: Modelling, Simulation and Control of Non-linear Dynamical Systems
These authors use soft computing techniques and fractal theory in this new approach to mathematical modeling, simulation and control of complexion-linear dynamical systems. First, a new fuzzy-fractal …
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€75.70
Oscar Castillo & Janusz Kacprzyk: Recent Advances on Hybrid Approaches for Designing Intelligent Systems
This book describes recent advances on hybrid intelligent systems using soft computing techniques for diverse areas of application, such as intelligent control and robotics, pattern recognition, time …
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€231.05
Oscar Castillo & Patricia Melin: Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics
This book describes recent advances on fuzzy logic augmentation of nature-inspired optimization metaheuristics and their application in areas such as intelligent control and robotics, pattern recogni …
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€114.55
Oscar Castillo & Janusz Kacprzyk: Nature-Inspired Design of Hybrid Intelligent Systems
This book highlights recent advances in the design of hybrid intelligent systems based on nature-inspired optimization and their application in areas such as intelligent control and robotics, pattern …
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€231.01
Oscar Castillo & Janusz Kacprzyk: Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications
This book comprises papers on diverse aspects of fuzzy logic, neural networks, and nature-inspired optimization meta-heuristics and their application in various areas such as intelligent control and …
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€231.38
Oscar Castillo & Patricia Melin: Hybrid Intelligent Systems
We describe in this book, new methods for analysis and design of hybrid intelligent systems using soft computing techniques. Soft Computing (SC) consists of several computing paradigms, including fuz …
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€166.66
Oscar Castillo & Patricia Melin: Soft Computing for Hybrid Intelligent Systems
We describe in this book, new methods and applications of hybrid intelligent systems using soft computing techniques. Soft Computing (SC) consists of several intelligent computing paradigms, includin …
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€165.25
Luis T. Aguilar & Oscar Castillo: Foundations of Fuzzy Logic and Soft Computing
This book comprises a selection of papers from IFSA 2007 on new methods and theories that contribute to the foundations of fuzzy logic and soft computing. These papers were selected from over 400 sub …
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€114.90
Oscar Castillo & Patricia Melin: Type-2 Fuzzy Logic: Theory and Applications
We describe in this book, new methods for building intelligent systems using type-2 fuzzy logic and soft computing techniques. Soft Computing (SC) consists of several computing paradigms, including t …
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€115.37
Patricia Melin & Witold Pedrycz: Bio-Inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition
Bio-Inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition comprises papers on diverse aspects of bio-inspired models, soft computing and hybrid intelligent systems.The articl …
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€115.13
Patricia Melin & Witold Pedrycz: Soft Computing for Recognition based on Biometrics
We describe in this book, bio-inspired models and applications of hybrid intel- gent systems using soft computing techniques for image analysis and pattern r- ognition based on biometrics and other i …
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€166.66
Oscar Castillo & Janusz Kacprzyk: Recent Advances on Hybrid Intelligent Systems
This book presents recent advances on hybrid intelligent systems using soft computing techniques for intelligent control and robotics, pattern recognition, time series prediction and optimization of …
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€166.27
Oscar Castillo & Patricia Melin: Soft Computing Applications in Optimization, Control, and Recognition
Soft computing includes several intelligent computing paradigms, like fuzzy logic, neural networks, and bio-inspired optimization algorithms. This book describes the application of soft computing tec …
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€113.72
Oscar Castillo & Patricia Melin: Soft Computing and Fractal Theory for Intelligent Manufacturing
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 lo …
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€165.95
Oscar Castillo & Patricia Melin: Soft Computing for Control of Non-Linear Dynamical Systems
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 model …
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€57.05
Oscar Castillo & Patricia Melin: Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine
This book describes the latest advances in fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their applications in areas such as: intelligent control …
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€115.45
Patricia Melin & Juan Carlos Guzmán: Neuro Fuzzy Hybrid Models for Classification in Medical Diagnosis
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 prop …
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€53.49
Patricia Melin & Emanuel Ontiveros-Robles: New Medical Diagnosis Models Based on Generalized Type-2 Fuzzy Logic
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, t …
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€53.49
Patricia Melin & Ivette Miramontes: Nature-inspired Optimization of Type-2 Fuzzy Neural Hybrid Models for Classification in Medical Diagnosis
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 …
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€53.49
Oscar Castillo & Janusz Kacprzyk: Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications
This book describes the latest advances in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid intelligent combinations, and their applications in the areas such as int …
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€256.73
Oscar Castillo & Patricia Melin: Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications
We describe in this book, recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as, intelligent co …
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€192.15
Oscar Castillo & Janusz Kacprzyk: Recent Advances of Hybrid Intelligent Systems Based on Soft Computing
This book describes recent advances on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as intelligent control and r …
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€204.39
Oscar Castillo & Juan R. Castro: Interval Type-3 Fuzzy Systems: Theory and Design
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 syste …
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€140.61
Oscar Castillo & Patricia Melin: New Perspectives on Hybrid Intelligent System Design based on Fuzzy Logic, Neural Networks and Metaheuristics
In this book, recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are applie …
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€229.05
Oscar Castillo & Patricia Melin: Fuzzy Logic and Neural Networks for Hybrid Intelligent System Design
This book covers recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations. In addition, the above-mentioned methods are applied to areas s …
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€164.54
Oscar Castillo & Patricia Melin: Hybrid Intelligent Systems Based on Extensions of Fuzzy Logic, Neural Networks and Metaheuristics
In this book, recent theoretical developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned method …
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€167.05
Oscar Castillo & Patricia Melin: Type-3 Fuzzy Logic in Intelligent Control
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 proble …
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€48.14
Fevrier Valdez & Juan Barraza: Hybrid Competitive Learning Method Using the Fireworks Algorithm and Artificial Neural Networks
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 comp …
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€48.14
Oscar Castillo & Patricia Melin: New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms
This book contains a collection of papers focused on hybrid intelligent systems based on soft computing techniques. In this book, new directions on the theoretical developments of fuzzy logic, neural …
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€205.25
Oscar Castillo & Patricia Melin: Type-3 Fuzzy Logic in Time Series Prediction
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 pr …
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€48.14
Oscar Castillo & Patricia Melin: New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
This book contains a collection of papers focused on hybrid intelligent systems based on soft computing techniques. In this book, new horizons on the theoretical developments of fuzzy logic, neural n …
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€204.39
Patricia Melin & Martha Ramirez: Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks
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 th …
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€48.14