Backward Fuzzy Rule Interpolation

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Backward Fuzzy Rule Interpolation

Author : Shangzhu Jin
Publisher : Springer
ISBN 13 : 9811316546
Total Pages : 167 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Backward Fuzzy Rule Interpolation by : Shangzhu Jin

Download or read book Backward Fuzzy Rule Interpolation written by Shangzhu Jin and published by Springer. This book was released on 2018-08-12 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book chiefly presents a novel approach referred to as backward fuzzy rule interpolation and extrapolation (BFRI). BFRI allows observations that directly relate to the conclusion to be inferred or interpolated from other antecedents and conclusions. Based on the scale and move transformation interpolation, this approach supports both interpolation and extrapolation, which involve multiple hierarchical intertwined fuzzy rules, each with multiple antecedents. As such, it offers a means of broadening the applications of fuzzy rule interpolation and fuzzy inference. The book deals with the general situation, in which there may be more than one antecedent value missing for a given problem. Two techniques, termed the parametric approach and feedback approach, are proposed in an attempt to perform backward interpolation with multiple missing antecedent values. In addition, to further enhance the versatility and potential of BFRI, the backward fuzzy interpolation method is extended to support α-cut based interpolation by employing a fuzzy interpolation mechanism for multi-dimensional input spaces (IMUL). Finally, from an integrated application analysis perspective, experimental studies based upon a real-world scenario of terrorism risk assessment are provided in order to demonstrate the potential and efficacy of the hierarchical fuzzy rule interpolation methodology.

Fuzzy Rule-Based Inference

Author : Fangyi Li
Publisher : Springer Nature
ISBN 13 : 981970491X
Total Pages : 195 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Fuzzy Rule-Based Inference by : Fangyi Li

Download or read book Fuzzy Rule-Based Inference written by Fangyi Li and published by Springer Nature. This book was released on with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence

Author : Chui, Kwok Tai
Publisher : IGI Global
ISBN 13 : 1799830403
Total Pages : 403 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence by : Chui, Kwok Tai

Download or read book Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence written by Chui, Kwok Tai and published by IGI Global. This book was released on 2020-01-03 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: While cognitive informatics and natural intelligence are receiving greater attention by researchers, multidisciplinary approaches still struggle with fundamental problems involving psychology and neurobiological processes of the brain. Examining the difficulties of certain approaches using the tools already available is vital for propelling knowledge forward and making further strides. Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence is a collection of innovative research that examines the enhancement of human cognitive performance using emerging technologies. Featuring research on topics such as parallel computing, neuroscience, and signal processing, this book is ideally designed for engineers, computer scientists, programmers, academicians, researchers, and students.

Violent Extremism: Breakthroughs in Research and Practice

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522571205
Total Pages : 553 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Violent Extremism: Breakthroughs in Research and Practice by : Management Association, Information Resources

Download or read book Violent Extremism: Breakthroughs in Research and Practice written by Management Association, Information Resources and published by IGI Global. This book was released on 2018-10-05 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in digital and other technologies have provided ample positive impacts to modern society; however, in addition to such benefits, these innovations have inadvertently created a new venue for terrorist activities. Examining violent extremism through a critical and academic perspective can lead to a better understanding of its foundations and implications. Violent Extremism: Breakthroughs in Research and Practice is a critical source of academic knowledge on the social, psychological, and political aspects of radicalization and terrorist recruitment. Highlighting a range of pertinent topics such as counterterrorism, propaganda, and online activism, this publication is an ideal reference source for researchers, analysts, intelligence officers, policymakers, academicians, researchers, and graduate-level students interested in current research on violent extremism.

Proceedings of the Third IEEE Conference on Fuzzy Systems

Author : IEEE Neural Networks Council
Publisher : IEEE Computer Society Press
ISBN 13 :
Total Pages : 778 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Proceedings of the Third IEEE Conference on Fuzzy Systems by : IEEE Neural Networks Council

Download or read book Proceedings of the Third IEEE Conference on Fuzzy Systems written by IEEE Neural Networks Council and published by IEEE Computer Society Press. This book was released on 1994 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Fuzzy Systems: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522519092
Total Pages : 1795 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Fuzzy Systems: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Fuzzy Systems: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2017-02-22 with total page 1795 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are a myriad of mathematical problems that cannot be solved using traditional methods. The development of fuzzy expert systems has provided new opportunities for problem-solving amidst uncertainties. Fuzzy Systems: Concepts, Methodologies, Tools, and Applications is a comprehensive reference source on the latest scholarly research and developments in fuzzy rule-based methods and examines both theoretical foundations and real-world utilization of these logic sets. Featuring a range of extensive coverage across innovative topics, such as fuzzy logic, rule-based systems, and fuzzy analysis, this is an essential publication for scientists, doctors, engineers, physicians, and researchers interested in emerging perspectives and uses of fuzzy systems in various sectors.

Modern Fuzzy Control Systems and Its Applications

Author : S. Ramakrishnan
Publisher : BoD – Books on Demand
ISBN 13 : 9535133896
Total Pages : 468 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Modern Fuzzy Control Systems and Its Applications by : S. Ramakrishnan

Download or read book Modern Fuzzy Control Systems and Its Applications written by S. Ramakrishnan and published by BoD – Books on Demand. This book was released on 2017-08-30 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control systems play an important role in engineering. Fuzzy logic is the natural choice for designing control applications and is the most popular and appropriate for the control of home and industrial appliances. Academic and industrial experts are constantly researching and proposing innovative and effective fuzzy control systems. This book is an edited volume and has 21 innovative chapters arranged into five sections covering applications of fuzzy control systems in energy and power systems, navigation systems, imaging, and industrial engineering. Overall, this book provides a rich set of modern fuzzy control systems and their applications and will be a useful resource for the graduate students, researchers, and practicing engineers in the field of electrical engineering.

Official Gazette of the United States Patent and Trademark Office

Author : United States. Patent and Trademark Office
Publisher :
ISBN 13 :
Total Pages : 1086 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Official Gazette of the United States Patent and Trademark Office by : United States. Patent and Trademark Office

Download or read book Official Gazette of the United States Patent and Trademark Office written by United States. Patent and Trademark Office and published by . This book was released on 1999 with total page 1086 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Uncertain Computation-based Decision Theory

Author : Rafik Aziz Aliev
Publisher : World Scientific
ISBN 13 : 9813228954
Total Pages : 538 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Uncertain Computation-based Decision Theory by : Rafik Aziz Aliev

Download or read book Uncertain Computation-based Decision Theory written by Rafik Aziz Aliev and published by World Scientific. This book was released on 2017-12-06 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncertain computation is a system of computation and reasoning in which the objects of computation are not values of variables but restrictions on values of variables.This compendium includes uncertain computation examples based on interval arithmetic, probabilistic arithmetic, fuzzy arithmetic, Z-number arithmetic, and arithmetic with geometric primitives.The principal problem with the existing decision theories is that they do not have capabilities to deal with such environment. Up to now, no books where decision theories based on all generalizations level of information are considered. Thus, this self-containing volume intends to overcome this gap between real-world settings' decisions and their formal analysis.

Recent Trends in Signal and Image Processing

Author : Siddhartha Bhattacharyya
Publisher : Springer Nature
ISBN 13 : 9813369663
Total Pages : 167 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Recent Trends in Signal and Image Processing by : Siddhartha Bhattacharyya

Download or read book Recent Trends in Signal and Image Processing written by Siddhartha Bhattacharyya and published by Springer Nature. This book was released on 2021-04-01 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at the Third International Symposium on Signal and Image Processing (ISSIP 2020), organized by the Department of Information Technology, RCC Institute of Information Technology, Kolkata, during March 18–19, 2020. It presents fascinating, state-of-the-art research findings in the field of signal and image processing. It includes conference papers covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. It addresses various types of signals, such as image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals; MRI, PET and CT scan images; THz signals; solar wind speed signals (SWS); and photoplethysmogram (PPG) signals, and demonstrates how new paradigms of intelligent computing, like quantum computing, can be applied to process and analyze signals precisely and effectively.

Advances in Neuro-Information Processing

Author : Mario Köppen
Publisher : Springer Science & Business Media
ISBN 13 : 3642024890
Total Pages : 1273 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Advances in Neuro-Information Processing by : Mario Köppen

Download or read book Advances in Neuro-Information Processing written by Mario Köppen and published by Springer Science & Business Media. This book was released on 2009-07-10 with total page 1273 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 5506 and LNCS 5507 constitutes the thoroughly refereed post-conference proceedings of the 15th International Conference on Neural Information Processing, ICONIP 2008, held in Auckland, New Zealand, in November 2008. The 260 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 special organized sessions. 116 papers are published in the first volume and 112 in the second volume. The contributions deal with topics in the areas of data mining methods for cybersecurity, computational models and their applications to machine learning and pattern recognition, lifelong incremental learning for intelligent systems, application of intelligent methods in ecological informatics, pattern recognition from real-world information by svm and other sophisticated techniques, dynamics of neural networks, recent advances in brain-inspired technologies for robotics, neural information processing in cooperative multi-robot systems.

Advances in Computational Intelligence Systems

Author : Zhaojie Ju
Publisher : Springer Nature
ISBN 13 : 3030299333
Total Pages : 553 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Advances in Computational Intelligence Systems by : Zhaojie Ju

Download or read book Advances in Computational Intelligence Systems written by Zhaojie Ju and published by Springer Nature. This book was released on 2019-08-29 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the latest research in computational intelligence and its applications. It covers both conventional and trending approaches in individual chapters on Fuzzy Systems, Intelligence in Robotics, Deep Learning Approaches, Optimization and Classification, Detection, Inference and Prediction, Hybrid Methods, Emerging Intelligence, Intelligent Health Care, and Engineering Data- and Model-Driven Applications. All chapters are based on peer-reviewed contributions presented at the 19th Annual UK Workshop on Computational Intelligence, held in Portsmouth, UK, on 4–6 September 2019. The book offers a valuable reference guide for readers with expertise in computational intelligence or who are seeking a comprehensive and timely review of the latest trends in computational intelligence. Special emphasis is placed on novel methods and their use in a wide range of application areas, updating both academics and professionals on the state of the art.

Advanced Fuzzy Logic Technologies in Industrial Applications

Author : Ying Bai
Publisher : Springer Science & Business Media
ISBN 13 : 1846284694
Total Pages : 342 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Advanced Fuzzy Logic Technologies in Industrial Applications by : Ying Bai

Download or read book Advanced Fuzzy Logic Technologies in Industrial Applications written by Ying Bai and published by Springer Science & Business Media. This book was released on 2007-01-17 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a dynamic, on-line fuzzy inference system. In this system membership functions and control rules are not determined until the system is applied and each output of its lookup table is calculated based on current inputs. The book describes the real-world uses of new fuzzy techniques to simplify readers’ tuning processes and enhance the performance of their control systems. It further contains application examples.

An Introduction to Fuzzy Sets

Author : Witold Pedrycz
Publisher : MIT Press
ISBN 13 : 9780262161718
Total Pages : 506 pages
Book Rating : 4.1/5 (617 download)

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Book Synopsis An Introduction to Fuzzy Sets by : Witold Pedrycz

Download or read book An Introduction to Fuzzy Sets written by Witold Pedrycz and published by MIT Press. This book was released on 1998 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of fuzzy sets is one of the most fundamental and influential tools in computational intelligence. Fuzzy sets can provide solutions to a broad range of problems of control, pattern classification, reasoning, planning, and computer vision. This book bridges the gap that has developed between theory and practice. The authors explain what fuzzy sets are, why they work, when they should be used (and when they shouldn't), and how to design systems using them. The authors take an unusual top-down approach to the design of detailed algorithms. They begin with illustrative examples, explain the fundamental theory and design methodologies, and then present more advanced case studies dealing with practical tasks. While they use mathematics to introduce concepts, they ground them in examples of real-world problems that can be solved through fuzzy set technology. The only mathematics prerequisites are a basic knowledge of introductory calculus and linear algebra.

Introduction to Machine Learning

Author : Ethem Alpaydin
Publisher : MIT Press
ISBN 13 : 0262028182
Total Pages : 639 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Introduction to Machine Learning by : Ethem Alpaydin

Download or read book Introduction to Machine Learning written by Ethem Alpaydin and published by MIT Press. This book was released on 2014-08-22 with total page 639 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonparametric methods -- Decision trees -- Linear discrimination -- Multilayer perceptrons -- Local models -- Kernel machines -- Graphical models -- Brief contents -- Hidden markov models -- Bayesian estimation -- Combining multiple learners -- Reinforcement learning -- Design and analysis of machine learning experiments.

Introduction to Machine Learning, third edition

Author : Ethem Alpaydin
Publisher : MIT Press
ISBN 13 : 0262325756
Total Pages : 639 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Introduction to Machine Learning, third edition by : Ethem Alpaydin

Download or read book Introduction to Machine Learning, third edition written by Ethem Alpaydin and published by MIT Press. This book was released on 2014-08-22 with total page 639 pages. Available in PDF, EPUB and Kindle. Book excerpt: A substantially revised third edition of a comprehensive textbook that covers a broad range of topics not often included in introductory texts. The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems that analyze past sales data to predict customer behavior, optimize robot behavior so that a task can be completed using minimum resources, and extract knowledge from bioinformatics data. Introduction to Machine Learning is a comprehensive textbook on the subject, covering a broad array of topics not usually included in introductory machine learning texts. Subjects include supervised learning; Bayesian decision theory; parametric, semi-parametric, and nonparametric methods; multivariate analysis; hidden Markov models; reinforcement learning; kernel machines; graphical models; Bayesian estimation; and statistical testing. Machine learning is rapidly becoming a skill that computer science students must master before graduation. The third edition of Introduction to Machine Learning reflects this shift, with added support for beginners, including selected solutions for exercises and additional example data sets (with code available online). Other substantial changes include discussions of outlier detection; ranking algorithms for perceptrons and support vector machines; matrix decomposition and spectral methods; distance estimation; new kernel algorithms; deep learning in multilayered perceptrons; and the nonparametric approach to Bayesian methods. All learning algorithms are explained so that students can easily move from the equations in the book to a computer program. The book can be used by both advanced undergraduates and graduate students. It will also be of interest to professionals who are concerned with the application of machine learning methods.

Type-2 Fuzzy Logic

Author : Rómulo Antão
Publisher : Springer
ISBN 13 : 9811046336
Total Pages : 136 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Type-2 Fuzzy Logic by : Rómulo Antão

Download or read book Type-2 Fuzzy Logic written by Rómulo Antão and published by Springer. This book was released on 2017-07-23 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on a particular domain of Type-2 Fuzzy Logic, related to process modeling and control applications. It deepens readers’understanding of Type-2 Fuzzy Logic with regard to the following three topics: using simpler methods to train a Type-2 Takagi-Sugeno Fuzzy Model; using the principles of Type-2 Fuzzy Logic to reduce the influence of modeling uncertainties on a locally linear n-step ahead predictor; and developing model-based control algorithms according to the Generalized Predictive Control principles using Type-2 Fuzzy Sets. Throughout the book, theory is always complemented with practical applications and readers are invited to take their learning process one step farther and implement their own applications using the algorithms’ source codes (provided). As such, the book offers avaluable referenceguide for allengineers and researchers in the field ofcomputer science who are interested in intelligent systems, rule-based systems and modeling uncertainty.