Handbook Of Granular Computing

Download Handbook Of Granular Computing Book or Ebook File with PDF Epub Audio and Full format File with Free Account at yesterdays we have And Africa's Top Wildlife Countries with Mauritius and the Seychelles And Money Meltdown & Climate Change The Penalties of Infinite Economic Growth And Biological Wastewater Treatment, Third Edition

Handbook of Granular Computing

Download Handbook Of Granular Computing Book or Ebook File with PDF Epub Audio and Full format File

Author by : Witold Pedrycz
Languange Used : English, France, Spanish, Italia and chinese
Page : 1148
Isbn : 0470724153
Identifier : 9780470724156
Release : 2008-07-31
Publisher by : John Wiley & Sons
Category : Technology & Engineering
Ads
Description : Read Now Handbook Of Granular Computing by Witold Pedrycz and you can download with pub, pdf, txt, doc, and more file format with free account. although the notion is a relatively recent one, the notions and principles of granular computing (grc) have appeared in a different guise in many related fields including granularity in artificial intelligence, interval computing, cluster analysis, quotient space theory and many others. recent years have witnessed a renewed and expanding interest in the topic as it begins to play a key role in bioinformatics, e-commerce, machine learning, security, data mining and wireless mobile computing when it comes to the issues of effectiveness, robustness and uncertainty. the handbook of granular computing offers a comprehensive reference source for the granular computing community, edited by and with contributions from leading experts in the field. includes chapters covering the foundations of granular computing, interval analysis and fuzzy set theory; hybrid methods and models of granular computing; and applications and case studies. divided into 5 sections: preliminaries, fundamentals, methodology and algorithms, development of hybrid models and applications and case studies. presents the flow of ideas in a systematic, well-organized manner, starting with the concepts and motivation and proceeding to detailed design that materializes in specific algorithms, applications and case studies. provides the reader with a self-contained reference that includes all pre-requisite knowledge, augmented with step-by-step explanations of more advanced concepts. the handbook of granular computing represents a significant and valuable contribution to the literature and will appeal to a broad audience including researchers, students and practitioners in the fields of computational intelligence, pattern recognition, fuzzy sets and neural networks, system modelling, operations research and bioinformatics.

Granular Computing and Intelligent Systems Design with Information Granules of Higher Order and Higher Type

Download Granular Computing And Intelligent Systems Book or Ebook File with PDF Epub Audio and Full format File

Author by : Witold Pedrycz
Languange Used : English, France, Spanish, Italia and chinese
Page : 308
Isbn : 9783642198205
Identifier : 3642198201
Release : 2011-04-28
Publisher by : Springer Science & Business Media
Category : Computers
Ads
Description : Read Now Granular Computing And Intelligent Systems by Witold Pedrycz and you can download with pub, pdf, txt, doc, and more file format with free account. information granules are fundamental conceptual entities facilitating perception of complex phenomena and contributing to the enhancement of human centricity in intelligent systems. the formal frameworks of information granules and information granulation comprise fuzzy sets, interval analysis, probability, rough sets, and shadowed sets, to name only a few representatives. among current developments of granular computing, interesting options concern information granules of higher order and of higher type. the higher order information granularity is concerned with an effective formation of information granules over the space being originally constructed by information granules of lower order. this construct is directly associated with the concept of hierarchy of systems composed of successive processing layers characterized by the increasing levels of abstraction. this idea of layered, hierarchical realization of models of complex systems has gained a significant level of visibility in fuzzy modeling with the well-established concept of hierarchical fuzzy models where one strives to achieve a sound tradeoff between accuracy and a level of detail captured by the model and its level of interpretability. higher type information granules emerge when the information granules themselves cannot be fully characterized in a purely numerical fashion but instead it becomes convenient to exploit their realization in the form of other types of information granules such as type-2 fuzzy sets, interval-valued fuzzy sets, or probabilistic fuzzy sets. higher order and higher type of information granules constitute the focus of the studies on granular computing presented in this study. the book elaborates on sound methodologies of granular computing, algorithmic pursuits and an array of diverse applications and case studies in environmental studies, option price forecasting, and power engineering.

Granular Computing in Decision Approximation An Application of Rough Mereology

Download Granular Computing In Decision Approximation Book or Ebook File with PDF Epub Audio and Full format File

Author by : Lech Polkowski
Languange Used : English, France, Spanish, Italia and chinese
Page : 452
Isbn : 3319128809
Identifier : 9783319128801
Release : 2015-04-06
Publisher by : Springer
Category : Computers
Ads
Description : Read Now Granular Computing In Decision Approximation by Lech Polkowski and you can download with pub, pdf, txt, doc, and more file format with free account. this book presents a study in knowledge discovery in data with knowledge understood as a set of relations among objects and their properties. relations in this case are implicative decision rules and the paradigm in which they are induced is that of computing with granules defined by rough inclusions, the latter introduced and studied within rough mereology, the fuzzified version of mereology. in this book basic classes of rough inclusions are defined and based on them methods for inducing granular structures from data are highlighted. the resulting granular structures are subjected to classifying algorithms, notably k—nearest neighbors and bayesian classifiers. experimental results are given in detail both in tabular and visualized form for fourteen data sets from uci data repository. a striking feature of granular classifiers obtained by this approach is that preserving the accuracy of them on original data, they reduce substantially the size of the granulated data set as well as the set of granular decision rules. this feature makes the presented approach attractive in cases where a small number of rules providing a high classification accuracy is desirable. as basic algorithms used throughout the text are explained and illustrated with hand examples, the book may also serve as a textbook.

Novel Developments in Granular Computing: Applications for Advanced Human Reasoning and Soft Computation Applications for Advanced Human Reasoning and Soft Computation

Download Novel Developments In Granular Computing Applications For Advanced Human Reasoning And Soft Computation Book or Ebook File with PDF Epub Audio and Full format File

Author by : Yao, JingTao
Languange Used : English, France, Spanish, Italia and chinese
Page : 570
Isbn : 1605663255
Identifier : 9781605663258
Release : 2010-06-30
Publisher by : IGI Global
Category : Education
Ads
Description : Read Now Novel Developments In Granular Computing Applications For Advanced Human Reasoning And Soft Computation by Yao, JingTao and you can download with pub, pdf, txt, doc, and more file format with free account. "this book investigages granular computing (grc), which emerged as one of the fastest growing information processing paradigms in computational intelligence and human-centric systems"--provided by publisher.

Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 3, 2005, Proceedings

Download Rough Sets Fuzzy Sets Data Mining And Granular Computing Book or Ebook File with PDF Epub Audio and Full format File

Author by : Dominik Slezak
Languange Used : English, France, Spanish, Italia and chinese
Page : 742
Isbn : 3540286535
Identifier : 9783540286530
Release : 2005-08-22
Publisher by : Springer Science & Business Media
Category : Computers
Ads
Description : Read Now Rough Sets Fuzzy Sets Data Mining And Granular Computing by Dominik Slezak and you can download with pub, pdf, txt, doc, and more file format with free account. the two volume set lnai 3641 and lnai 3642 constitutes the refereed proceedings of the 10th international conference on rough sets, fuzzy sets, data mining, and granular computing, rsfdgrc 2005, held in regina, canada in august/september 2005. the 119 revised full papers presented were carefully reviewed and selected from a total of 277 submissions. they comprise the two volumes together with 6 invited papers, 22 approved workshop papers, and 5 special section papers that all were carefully selected and thoroughly revised. the first volume includes 75 contributions related to rough set approximations, rough-algebraic foundations, feature selection and reduction, reasoning in information systems, rough-probabilistic approaches, rough-fuzzy hybridization, fuzzy methods in data analysis, evolutionary computing, machine learning, approximate and uncertain reasoning, probabilistic network models, spatial and temporal reasoning, non-standard logics, and granular computing. the second volume contains 77 contributions and deals with rough set software, data mining, hybrid and hierarchical methods, information retrieval, image recognition and processing, multimedia applications, medical applications, web content analysis, business and industrial applications, the approved workshop papers and the papers accepted for a special session on intelligent and sapient systems.

Granular Computing and Decision-Making Interactive and Iterative Approaches

Download Granular Computing And Decision Making Book or Ebook File with PDF Epub Audio and Full format File

Author by : Witold Pedrycz
Languange Used : English, France, Spanish, Italia and chinese
Page : 368
Isbn : 3319168290
Identifier : 9783319168296
Release : 2015-04-21
Publisher by : Springer
Category : Computers
Ads
Description : Read Now Granular Computing And Decision Making by Witold Pedrycz and you can download with pub, pdf, txt, doc, and more file format with free account. this volume is devoted to interactive and iterative processes of decision-making– i2 fuzzy decision making, in brief. decision-making is inherently interactive. fuzzy sets help realize human-machine communication in an efficient way by facilitating a two-way interaction in a friendly and transparent manner. human-centric interaction is of paramount relevance as a leading guiding design principle of decision support systems. the volume provides the reader with an updated and in-depth material on the conceptually appealing and practically sound methodology and practice of i2 fuzzy decision making. the book engages a wealth of methods of fuzzy sets and granular computing, brings new concepts, architectures and practice of fuzzy decision-making providing the reader with various application studies. the book is aimed at a broad audience of researchers and practitioners in numerous disciplines in which decision-making processes play a pivotal role and serve as a vehicle to produce solutions to existing problems. those involved in operations research, management, various branches of engineering, social sciences, logistics, and economics will benefit from the exposure to the subject matter. the book may serve as a useful and timely reference material for graduate students and senior undergraduate students in courses on decision-making, computational intelligence, operations research, pattern recognition, risk management, and knowledge-based systems.

Granular Computing Analysis and Design of Intelligent Systems

Download Granular Computing Book or Ebook File with PDF Epub Audio and Full format File

Author by : Witold Pedrycz
Languange Used : English, France, Spanish, Italia and chinese
Page : 309
Isbn : 1439886873
Identifier : 9781439886878
Release : 2016-04-19
Publisher by : CRC Press
Category : Computers
Ads
Description : Read Now Granular Computing by Witold Pedrycz and you can download with pub, pdf, txt, doc, and more file format with free account. information granules, as encountered in natural language, are implicit in nature. to make them fully operational so they can be effectively used to analyze and design intelligent systems, information granules need to be made explicit. an emerging discipline, granular computing focuses on formalizing information granules and unifying them to create a coherent methodological and developmental environment for intelligent system design and analysis. granular computing: analysis and design of intelligent systems presents the unified principles of granular computing along with its comprehensive algorithmic framework and design practices. introduces the concepts of information granules, information granularity, and granular computing presents the key formalisms of information granules builds on the concepts of information granules with discussion of higher-order and higher-type information granules discusses the operational concept of information granulation and degranulation by highlighting the essence of this tandem and its quantification in terms of the associated reconstruction error examines the principle of justifiable granularity stresses the need to look at information granularity as an important design asset that helps construct more realistic models of real-world systems or facilitate collaborative pursuits of system modeling highlights the concepts, architectures, and design algorithms of granular models explores application domains where granular computing and granular models play a visible role, including pattern recognition, time series, and decision making written by an internationally renowned authority in the field, this innovative book introduces readers to granular computing as a new paradigm for the analysis and synthesis of intelligent systems. it is a valuable resource for those engaged in research and practical developments in computer, electrical, industrial, manufacturing, and biomedical engineering. building from fundamentals, the book is also suitable for readers from nontechnical disciplines where information granules assume a visible position.

Granular Computing An Introduction

Download Granular Computing Book or Ebook File with PDF Epub Audio and Full format File

Author by : Andrzej Bargiela
Languange Used : English, France, Spanish, Italia and chinese
Page : 452
Isbn : 1461510333
Identifier : 9781461510338
Release : 2012-12-06
Publisher by : Springer Science & Business Media
Category : Computers
Ads
Description : Read Now Granular Computing by Andrzej Bargiela and you can download with pub, pdf, txt, doc, and more file format with free account. this book is about granular computing (gc) - an emerging conceptual and of information processing. as the name suggests, gc concerns computing paradigm processing of complex information entities - information granules. in essence, information granules arise in the process of abstraction of data and derivation of knowledge from information. information granules are everywhere. we commonly use granules of time (seconds, months, years). we granulate images; millions of pixels manipulated individually by computers appear to us as granules representing physical objects. in natural language, we operate on the basis of word-granules that become crucial entities used to realize interaction and communication between humans. intuitively, we sense that information granules are at the heart of all our perceptual activities. in the past, several formal frameworks and tools, geared for processing specific information granules, have been proposed. interval analysis, rough sets, fuzzy sets have all played important role in knowledge representation and processing. subsequently, information granulation and information granules arose in numerous application domains. well-known ideas of rule-based systems dwell inherently on information granules. qualitative modeling, being one of the leading threads of ai, operates on a level of information granules. multi-tier architectures and hierarchical systems (such as those encountered in control engineering), planning and scheduling systems all exploit information granularity. we also utilize information granules when it comes to functionality granulation, reusability of information and efficient ways of developing underlying information infrastructures.

Handbook of Research on Geoinformatics

Download Handbook Of Research On Geoinformatics Book or Ebook File with PDF Epub Audio and Full format File

Author by : Karimi, Hassan A.
Languange Used : English, France, Spanish, Italia and chinese
Page : 518
Isbn : 1591409969
Identifier : 9781591409960
Release : 2009-01-31
Publisher by : IGI Global
Category : Technology & Engineering
Ads
Description : Read Now Handbook Of Research On Geoinformatics by Karimi, Hassan A. and you can download with pub, pdf, txt, doc, and more file format with free account. "this book discusses the complete range of contemporary research topics such as computer modeling, geometry, geoprocessing, and geographic information systems"--provided by publisher.

Fuzzy Multicriteria Decision-Making Models, Methods and Applications

Download Fuzzy Multicriteria Decision Making Book or Ebook File with PDF Epub Audio and Full format File

Author by : Witold Pedrycz
Languange Used : English, France, Spanish, Italia and chinese
Page : 360
Isbn : 1119957389
Identifier : 9781119957386
Release : 2011-06-15
Publisher by : John Wiley & Sons
Category : Technology & Engineering
Ads
Description : Read Now Fuzzy Multicriteria Decision Making by Witold Pedrycz and you can download with pub, pdf, txt, doc, and more file format with free account. fuzzy multicriteria decision-making: models, algorithms and applications addresses theoretical and practical gaps in considering uncertainty and multicriteria factors encountered in the design, planning, and control of complex systems. including all prerequisite knowledge and augmenting some parts with a step-by-step explanation of more advanced concepts, the authors provide a systematic and comprehensive presentation of the concepts, design methodology, and detailed algorithms. these are supported by many numeric illustrations and a number of application scenarios to motivate the reader and make some abstract concepts more tangible. fuzzy multicriteria decision-making: models, algorithms and applications will appeal to a wide audience of researchers and practitioners in disciplines where decision-making is paramount, including various branches of engineering, operations research, economics and management; it will also be of interest to graduate students and senior undergraduate students in courses such as decision making, management, risk management, operations research, numerical methods, and knowledge-based systems.

Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing 14th International Conference, RSFDGrC 2013, Halifax, NS, Canada, October 11-14, 2013. Proceedings

Download Rough Sets Fuzzy Sets Data Mining And Granular Computing Book or Ebook File with PDF Epub Audio and Full format File

Author by : Davide Ciucci
Languange Used : English, France, Spanish, Italia and chinese
Page : 398
Isbn : 3642412181
Identifier : 9783642412189
Release : 2013-10-07
Publisher by : Springer
Category : Computers
Ads
Description : Read Now Rough Sets Fuzzy Sets Data Mining And Granular Computing by Davide Ciucci and you can download with pub, pdf, txt, doc, and more file format with free account. this book constitutes the thoroughly refereed conference proceedings of the 14th international conference on rough sets, fuzzy sets, data mining and granular computing, rsfdgrc 2013, held in halifax, canada in october 2013 as one of the co-located conference of the 2013 joint rough set symposium, jrs 2013. the 69 papers (including 44 regular and 25 short papers) included in the jrs proceedings (lncs 8170 and lncs 8171) were carefully reviewed and selected from 106 submissions. the papers in this volume cover topics such as inconsistency, incompleteness, non-determinism; fuzzy and rough hybridization; granular computing and covering-based rough sets; soft clustering; image and medical data analysis.

Emerging Applications of Fuzzy Algebraic Structures

Download Emerging Applications Of Fuzzy Algebraic Structures Book or Ebook File with PDF Epub Audio and Full format File

Author by : Chiranjibe Jana
Languange Used : English, France, Spanish, Italia and chinese
Page : 300
Isbn : 9781799801900
Identifier : 179980190X
Release : 2019-10-25
Publisher by : Engineering Science Reference
Category : Algebra
Ads
Description : Read Now Emerging Applications Of Fuzzy Algebraic Structures by Chiranjibe Jana and you can download with pub, pdf, txt, doc, and more file format with free account. "this book examines the use of fuzzy algebraic structures in various applications"--