Algebraic Methods In General Rough Sets

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Algebraic Methods in General Rough Sets

A. Mani,Gianpiero Cattaneo,Ivo Düntsch
Algebraic Methods in General Rough Sets Book PDF

Author : A. Mani,Gianpiero Cattaneo,Ivo Düntsch
Publisher : Springer
Page : 733 pages
File Size : 46,5 Mb
Release : 2019-01-11
Category : Mathematics
ISBN : 9783030011628

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Algebraic Methods in General Rough Sets by A. Mani,Gianpiero Cattaneo,Ivo Düntsch Pdf

This unique collection of research papers offers a comprehensive and up-to-date guide to algebraic approaches to rough sets and reasoning with vagueness. It bridges important gaps, outlines intriguing future research directions, and connects algebraic approaches to rough sets with those for other forms of approximate reasoning. In addition, the book reworks algebraic approaches to axiomatic granularity. Given its scope, the book offers a valuable resource for researchers and teachers in the areas of rough sets and algebras of rough sets, algebraic logic, non classical logic, fuzzy sets, possibility theory, formal concept analysis, computational learning theory, category theory, and other formal approaches to vagueness and approximate reasoning. Consultants in AI and allied fields will also find the book to be of great practical value.

Rough Sets

Lech Polkowski
Rough Sets Book PDF

Author : Lech Polkowski
Publisher : Springer Science & Business Media
Page : 549 pages
File Size : 50,6 Mb
Release : 2013-06-05
Category : Mathematics
ISBN : 9783790817768

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Rough Sets by Lech Polkowski Pdf

A comprehensive introduction to mathematical structures essential for Rough Set Theory. The book enables the reader to systematically study all topics of rough set theory. After a detailed introduction in Part 1 along with an extensive bibliography of current research papers. Part 2 presents a self-contained study that brings together all the relevant information from respective areas of mathematics and logics. Part 3 provides an overall picture of theoretical developments in rough set theory, covering logical, algebraic, and topological methods. Topics covered include: algebraic theory of approximation spaces, logical and set-theoretical approaches to indiscernibility and functional dependence, topological spaces of rough sets. The final part gives a unique view on mutual relations between fuzzy and rough set theories (rough fuzzy and fuzzy rough sets). Over 300 excercises allow the reader to master the topics considered. The book can be used as a textbook and as a reference work.

Rough Sets

Rafael Bello,Duoqian Miao,Rafael Falcon,Michinori Nakata,Alejandro Rosete,Davide Ciucci
Rough Sets Book PDF

Author : Rafael Bello,Duoqian Miao,Rafael Falcon,Michinori Nakata,Alejandro Rosete,Davide Ciucci
Publisher : Springer Nature
Page : 517 pages
File Size : 42,5 Mb
Release : 2020-07-07
Category : Computers
ISBN : 9783030527051

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Rough Sets by Rafael Bello,Duoqian Miao,Rafael Falcon,Michinori Nakata,Alejandro Rosete,Davide Ciucci Pdf

The volume LNAI 12179 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2020, which was due to be held in Havana, Cuba, in June 2020. The conference was held virtually due to the COVID-19 pandemic. The 37 full papers accepted were carefully reviewed and selected from 50 submissions. The papers are grouped in the following topical sections: general rough sets; three-way decision theory; attribute reduction; granular computing; formal concept analysis; data summarization; community detection; fuzzy cognitive maps; tutorials.

Rough Sets

Andrea Campagner,Oliver Urs Lenz,Shuyin Xia,Dominik Ślęzak,Jarosław Wąs,JingTao Yao
Rough Sets Book PDF

Author : Andrea Campagner,Oliver Urs Lenz,Shuyin Xia,Dominik Ślęzak,Jarosław Wąs,JingTao Yao
Publisher : Springer Nature
Page : 686 pages
File Size : 44,9 Mb
Release : 2024-01-31
Category : Computers
ISBN : 9783031509599

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Rough Sets by Andrea Campagner,Oliver Urs Lenz,Shuyin Xia,Dominik Ślęzak,Jarosław Wąs,JingTao Yao Pdf

This book constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2023, held in Krakow, Poland, during October 5–8, 2023. The 43 full papers included in this book were carefully reviewed and selected from 83 submissions. They were organized in topical sections as follows: Rough Set Models, Foundations, Three-way Decisions, Granular Models, Distances and Similarities, Hybrid Approaches, Applications, Cybersecurity and IoT.

Transactions on Rough Sets XXIII

James F. Peters,Andrzej Skowron,Rabi Nanda Bhaumik,Sheela Ramanna
Transactions on Rough Sets XXIII Book PDF

Author : James F. Peters,Andrzej Skowron,Rabi Nanda Bhaumik,Sheela Ramanna
Publisher : Springer Nature
Page : 513 pages
File Size : 55,6 Mb
Release : 2023-01-01
Category : Computers
ISBN : 9783662665442

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Transactions on Rough Sets XXIII by James F. Peters,Andrzej Skowron,Rabi Nanda Bhaumik,Sheela Ramanna Pdf

The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. Volume XXIII in the series is a continuation of a number of research streams that have grown out of the seminal work of Zdzislaw Pawlak during the first decade of the 21st century.

Transactions on Rough Sets XXI

James F. Peters,Andrzej Skowron
Transactions on Rough Sets XXI Book PDF

Author : James F. Peters,Andrzej Skowron
Publisher : Springer
Page : 325 pages
File Size : 53,5 Mb
Release : 2019-02-01
Category : Computers
ISBN : 9783662587683

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Transactions on Rough Sets XXI by James F. Peters,Andrzej Skowron Pdf

The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. Volume XXI in the series is a continuation of a number of research streams that have grown out of the seminal work of Zdzislaw Pawlak during the first decade of the 21st century.

Rough Sets

Sheela Ramanna,Chris Cornelis,Davide Ciucci
Rough Sets Book PDF

Author : Sheela Ramanna,Chris Cornelis,Davide Ciucci
Publisher : Springer Nature
Page : 320 pages
File Size : 54,7 Mb
Release : 2021-09-17
Category : Computers
ISBN : 9783030873349

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Rough Sets by Sheela Ramanna,Chris Cornelis,Davide Ciucci Pdf

The volume LNAI 12872 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2021, Bratislava, Slovak Republic, in September 2021. The conference was held as a hybrid event due to the COVID-19 pandemic. The 13 full paper and 7 short papers presented were carefully reviewed and selected from 26 submissions, along with 5 invited papers. The papers are grouped in the following topical sections: core rough set models and methods, related methods and hybridization, and areas of applications.

Rough Sets and Data Mining

T.Y. Lin,N. Cercone
Rough Sets and Data Mining Book PDF

Author : T.Y. Lin,N. Cercone
Publisher : Springer Science & Business Media
Page : 429 pages
File Size : 48,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461314615

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Rough Sets and Data Mining by T.Y. Lin,N. Cercone Pdf

Rough Sets and Data Mining: Analysis of Imprecise Data is an edited collection of research chapters on the most recent developments in rough set theory and data mining. The chapters in this work cover a range of topics that focus on discovering dependencies among data, and reasoning about vague, uncertain and imprecise information. The authors of these chapters have been careful to include fundamental research with explanations as well as coverage of rough set tools that can be used for mining data bases. The contributing authors consist of some of the leading scholars in the fields of rough sets, data mining, machine learning and other areas of artificial intelligence. Among the list of contributors are Z. Pawlak, J Grzymala-Busse, K. Slowinski, and others. Rough Sets and Data Mining: Analysis of Imprecise Data will be a useful reference work for rough set researchers, data base designers and developers, and for researchers new to the areas of data mining and rough sets.

Rough Sets and Current Trends in Computing

Salavatore Greco,Yukata Hata,Shoji Hirano,Masahiro Inuiguchi,Sadaaki Miyamoto,Hung Son Nguyen,Roman Slowiński
Rough Sets and Current Trends in Computing Book PDF

Author : Salavatore Greco,Yukata Hata,Shoji Hirano,Masahiro Inuiguchi,Sadaaki Miyamoto,Hung Son Nguyen,Roman Slowiński
Publisher : Springer Science & Business Media
Page : 971 pages
File Size : 44,5 Mb
Release : 2006-10-26
Category : Computers
ISBN : 9783540476931

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Rough Sets and Current Trends in Computing by Salavatore Greco,Yukata Hata,Shoji Hirano,Masahiro Inuiguchi,Sadaaki Miyamoto,Hung Son Nguyen,Roman Slowiński Pdf

This book constitutes the refereed proceedings of the 5th International Conference on Rough Sets and Current Trends in Computing, RSCTC 2006, held in Kobe, Japan in November 2006. The 91 revised full papers presented together with five invited papers and two commemorative papers were carefully reviewed and selected from 332 submissions.

Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

Aijun An,Jerzy Stefanowski,Sheela Ramanna,Cory Butz,Witold Pedrycz
Rough Sets Fuzzy Sets Data Mining and Granular Computing Book PDF

Author : Aijun An,Jerzy Stefanowski,Sheela Ramanna,Cory Butz,Witold Pedrycz
Publisher : Springer Science & Business Media
Page : 598 pages
File Size : 50,6 Mb
Release : 2007-04-27
Category : Computers
ISBN : 9783540725299

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Rough Sets, Fuzzy Sets, Data Mining and Granular Computing by Aijun An,Jerzy Stefanowski,Sheela Ramanna,Cory Butz,Witold Pedrycz Pdf

This book constitutes the refereed proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2007, held in Toronto, Canada in May 2007 in conjunction with the Second International Conference on Rough Sets and Knowledge Technology, RSKT 2007, both as part of the Joint Rough Set Symposium, JRS 2007.

Rough Sets and Knowledge Technology

Peng Wen,Yuefeng Li,Lech Polkowski,Yiyu Y. Yao,Shusaku Tsumoto
Rough Sets and Knowledge Technology Book PDF

Author : Peng Wen,Yuefeng Li,Lech Polkowski,Yiyu Y. Yao,Shusaku Tsumoto
Publisher : Springer
Page : 709 pages
File Size : 53,8 Mb
Release : 2009-07-01
Category : Mathematics
ISBN : 9783642029622

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Rough Sets and Knowledge Technology by Peng Wen,Yuefeng Li,Lech Polkowski,Yiyu Y. Yao,Shusaku Tsumoto Pdf

This book constitutes the refereed proceedings of the Fourth International Conference on Rough Sets and Knowledge Technology, RSKT 2009, held in Gold Coast, Australia, in July 2009. The 85 revised full papers papers presented together with 3 keynote papers and 2 special sessions were carefully reviewed and selected from 229 submissions. The papers are organized in topical sections on rough sets and computing, rough sets and data reduction, data mining and knowledge discovery, granular computing and cognitive computing, fuzzy sets and computing, knowledge technology and intelligent systems, computational intelligence and applications, image processing and understanding, and formal concept analysis.

Rough Sets and Knowledge Technology

Guoyin Wang,James F. Peters,Yiju Yao
Rough Sets and Knowledge Technology Book PDF

Author : Guoyin Wang,James F. Peters,Yiju Yao
Publisher : Springer Science & Business Media
Page : 830 pages
File Size : 50,7 Mb
Release : 2006-07-06
Category : Computers
ISBN : 9783540362975

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Rough Sets and Knowledge Technology by Guoyin Wang,James F. Peters,Yiju Yao Pdf

This book constitutes the refereed proceedings of the First International Conference on Rough Sets and Knowledge Technology, RSKT 2006, held in Chongqing, China in July 2006. The volume presents 43 revised full papers and 58 revised short papers, together with 15 commemorative and invited papers. Topics include rough computing, evolutionary computing, fuzzy sets, granular computing, neural computing, machine learning and KDD, logics and reasoning, multiagent systems and Web intelligence, and more.

Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

Sergei O. Kuznetsov,Dominik Ślęzak,Daryl H. Hepting,Boris G. Mirkin
Rough Sets Fuzzy Sets Data Mining and Granular Computing Book PDF

Author : Sergei O. Kuznetsov,Dominik Ślęzak,Daryl H. Hepting,Boris G. Mirkin
Publisher : Springer
Page : 370 pages
File Size : 44,6 Mb
Release : 2011-06-14
Category : Computers
ISBN : 9783642218811

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Rough Sets, Fuzzy Sets, Data Mining and Granular Computing by Sergei O. Kuznetsov,Dominik Ślęzak,Daryl H. Hepting,Boris G. Mirkin Pdf

This book constitutes the refereed proceedings of the 13th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2011, held in Moscow, Russia in June 2011. The 49 revised full papers presented together with 5 invited and 2 tutorial papers were carefully reviewed and selected from a total of 83 submissions. The papers are organized in topical sections on rough sets and approximations, coverings and granules, fuzzy set models, fuzzy set applications, compound values, feature selection and reduction, clusters and concepts, rules and trees, image processing, and interactions and visualization.

Rough Sets and Current Trends in Computing

Shusaku Tsumoto,Roman Slowiński,Jan Komorowski,Jerzy W. Grzymala-Busse
Rough Sets and Current Trends in Computing Book PDF

Author : Shusaku Tsumoto,Roman Slowiński,Jan Komorowski,Jerzy W. Grzymala-Busse
Publisher : Springer
Page : 860 pages
File Size : 44,7 Mb
Release : 2004-06-16
Category : Computers
ISBN : 9783540259299

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Rough Sets and Current Trends in Computing by Shusaku Tsumoto,Roman Slowiński,Jan Komorowski,Jerzy W. Grzymala-Busse Pdf

In recent years rough set theory has attracted the attention of many researchers and practitioners all over the world, who have contributed essentially to its development and applications. Weareobservingagrowingresearchinterestinthefoundationsofroughsets, including the various logical, mathematical and philosophical aspects of rough sets. Some relationships have already been established between rough sets and other approaches, and also with a wide range of hybrid systems. As a result, rough sets are linked with decision system modeling and analysis of complex systems, fuzzy sets, neural networks, evolutionary computing, data mining and knowledge discovery, pattern recognition, machine learning, and approximate reasoning. In particular, rough sets are used in probabilistic reasoning, granular computing (including information granule calculi based on rough mereology), intelligent control, intelligent agent modeling, identi?cation of autonomous s- tems, and process speci?cation. Methods based on rough set theory alone or in combination with other - proacheshavebeendiscoveredwith awide rangeofapplicationsinsuchareasas: acoustics, bioinformatics, business and ?nance, chemistry, computer engineering (e.g., data compression, digital image processing, digital signal processing, p- allel and distributed computer systems, sensor fusion, fractal engineering), de- sion analysis and systems, economics, electrical engineering (e.g., control, signal analysis, power systems), environmental studies, informatics, medicine, mole- lar biology, musicology, neurology, robotics, social science, software engineering, spatial visualization, Web engineering, and Web mining.

Transactions on Rough Sets II

James F. Peters,Didier Dubois,Jerzy Grzymala-Busse,Masahiro Inuiguchi,Lech Polkowski
Transactions on Rough Sets II Book PDF

Author : James F. Peters,Didier Dubois,Jerzy Grzymala-Busse,Masahiro Inuiguchi,Lech Polkowski
Publisher : Springer
Page : 363 pages
File Size : 46,6 Mb
Release : 2004-11-29
Category : Computers
ISBN : 9783540277781

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Transactions on Rough Sets II by James F. Peters,Didier Dubois,Jerzy Grzymala-Busse,Masahiro Inuiguchi,Lech Polkowski Pdf

The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, starting from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness and incompleteness, such as fuzzy sets and theory of evidence. This second volume of the Transactions on Rough Sets presents 17 thoroughly reviewed revised papers devoted to rough set theory, fuzzy set theory; these papers highlight important aspects of these theories, their interrelation and application in various fields.