Presents a study of methods of image processing and how they are extended and improved using modern metaheuristic algorithms. The field of image processing is constantly changing due to the extensive integration of cameras in devices. ...Loe edasi...
(Ilmumisaeg: 09-Apr-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031537127)
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 networks and optimization algorithms, as well a...Loe edasi...
This book covers a comprehensive approach to the development and application of a suite of novel algorithms for practical approximate knowledge-based inference. It includes an introduction to the fundamental concepts of fuzzy sets, fuzzy logic, an...Loe edasi...
(Ilmumisaeg: 16-Dec-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031379581)
This book is considered as a monograph but also as a potential textbook for graduate students, focusing on the application of FCMs for modelling and analysing the behaviour of multicomponent systems. In the last two decades, no monograph or textbo...Loe edasi...
This book is about methodological aspects of uncertainty propagation in data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently process data related to many aspects of their lives, most of these algo...Loe edasi...
This book covers the state of art image classification methods for discrimination of earth objects from remote sensing satellite data with an emphasis on fuzzy based learning methods including applications for preparing land cover classification outp...Loe edasi...
Fuzzing Against the Machine will help security practitioners to deal with the explosion of IoT devices and the amount of code to analyze. This hands-on guide is filled with examples and use cases thatll enable you to discover the flaws in any syste...Loe edasi...
Vladik Kreinovich, Graçaliz Pereira Dimuro, Antônio Carlos da Rocha Costa
Sari: Studies in Computational Intelligence
(Ilmumisaeg: 29-Nov-2022, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031205682)
This book is about methodological aspects of uncertainty propagation in data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently process data related to many aspects of their lives, most of these algo...Loe edasi...
The use of metaheuristic algorithms (MA) has been increasing in recent years, and the image processing field is not the exempted of their application. In the last two years a big amount of MA has been introduced as alternatives for solving complex...Loe edasi...
This book covers the state-of-art image classification methods for discrimination of earth objects from remote sensing satellite data with an emphasis on fuzzy machine learning and deep learning algorithms. Both types of algorithms are described i...Loe edasi...
Nature-inspired Optimization Algorithms for Fuzzy Controlled Servo Systems explains fuzzy control in servo systems in a way that doesnt require any solid mathematical prerequisite. Analysis and design methodologies are covered, along with...Loe edasi...
Choosing the right algorithm is often a key differentiator in the success or failure of a data model and its optimal performance. This book introduces you to 7 key machine learning algorithms which you can easily grasp within a week and includes exe...Loe edasi...
Wireless Sensor Networks have a wide range of applications in different areas. Their main constraint is the limited and irreplaceable power source of the sensor nodes. In many applications, energy conservation of the sensor nodes and their replace...Loe edasi...
This book is the first in the literature to present the state of the art and some interesting and relevant applications of the Fuzzy Analytic Hierarchy Process (FAHP). The AHP is a conceptually and mathematically simple, easily implementable, yet...Loe edasi...
In this book, a series of granular algorithms are proposed. A nature inspired granular algorithm based on Newtonian gravitational forces is proposed. A series of methods for the formation of higher-type information granules represented by Interval Ty...Loe edasi...
Intelligent Control considers non-traditional modelling and control approaches to nonlinear systems. Fuzzy logic, neural networks and evolutionary computing techniques are the main tools used. The book presents a modular switching fuzzy log...Loe edasi...
(Ilmumisaeg: 25-Jun-2015, Paperback / softback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642436123)
An inclusive primer on intuitionistic fuzzy clustering algorithms, this volume covers priority theory and methods of intuitionistic preference relations. It also shows how fuzzy algorithms can be applied to practicalities such as supply-chain mana...Loe edasi...
(Ilmumisaeg: 01-Oct-2014, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319109596)
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 recognition, time series prediction and optimization of...Loe edasi...
(Ilmumisaeg: 16-Dec-2013, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319021348)
Intelligent Control considers non-traditional modelling and control approaches to nonlinear systems. Fuzzy logic, neural networks and evolutionary computing techniques are the main tools used. The book presents a modular switching fuzzy log...Loe edasi...
