Rough Sets And Intelligent Systems Paradigms

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Rough Sets and Intelligent Systems Paradigms

Marzena Kryszkiewicz
Rough Sets and Intelligent Systems Paradigms Book PDF

Author : Marzena Kryszkiewicz
Publisher : Springer Science & Business Media
Page : 854 pages
File Size : 42,5 Mb
Release : 2007-06-18
Category : Computers
ISBN : 9783540734505

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Rough Sets and Intelligent Systems Paradigms by Marzena Kryszkiewicz Pdf

This book constitutes the refereed proceedings of the International Conference on Rough Sets and Emerging Intelligent Systems Paradigms, RSEISP 2007, held in Warsaw, Poland in June 2007 - dedicated to the memory of Professor Zdzislaw Pawlak. The 73 revised full papers papers presented together with 2 keynote lectures and 11 invited papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on foundations of rough sets, foundations and applications of fuzzy sets, granular computing, algorithmic aspects of rough sets, rough set applications, rough/fuzzy approach, information systems and rough sets, data and text mining, machine learning, hybrid methods and applications, multiagent systems, applications in bioinformatics and medicine, multimedia applications, as well as web reasoning and human problem solving.

Rough Sets and Intelligent Systems Paradigms

Marzena Kryszkiewicz,Chris Cornelis,Davide Ciucci,Jesús Medina-Moreno,Hiroshi Motoda,Zbigniew Ras
Rough Sets and Intelligent Systems Paradigms Book PDF

Author : Marzena Kryszkiewicz,Chris Cornelis,Davide Ciucci,Jesús Medina-Moreno,Hiroshi Motoda,Zbigniew Ras
Publisher : Springer
Page : 394 pages
File Size : 48,9 Mb
Release : 2014-06-13
Category : Computers
ISBN : 9783319087290

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Rough Sets and Intelligent Systems Paradigms by Marzena Kryszkiewicz,Chris Cornelis,Davide Ciucci,Jesús Medina-Moreno,Hiroshi Motoda,Zbigniew Ras Pdf

This book constitutes the refereed proceedings of the 23rd Australasian Joint Conference on Rough Sets and Intelligent Systems Paradigms, RSEISP 2014, held in Granada and Madrid, Spain, in July 2014. RSEISP 2014 was held along with the 9th International Conference on Rough Sets and Current Trends in Computing, RSCTC 2014, as a major part of the 2014 Joint Rough Set Symposium, JRS 2014. JRS 2014 received 40 revised full papers and 37 revised short papers which were carefully reviewed and selected from 120 submissions and presented in two volumes. This volume contains the papers accepted for the conference RSEISP 2014, as well as the three invited papers presented at the conference. The papers are organized in topical sections on plenary lecture and tutorial papers; foundations of rough set theory; granular computing and covering-based rough sets; applications of rough sets; induction of decision rules - theory and practice; knowledge discovery; spatial data analysis and spatial databases; information extraction from images.

Transactions on Rough Sets IX

James F. Peters,Andrzej Skowron,Henryk Rybinski
Transactions on Rough Sets IX Book PDF

Author : James F. Peters,Andrzej Skowron,Henryk Rybinski
Publisher : Springer Science & Business Media
Page : 760 pages
File Size : 49,9 Mb
Release : 2008-12-18
Category : Computers
ISBN : 9783540898757

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Transactions on Rough Sets IX by James F. Peters,Andrzej Skowron,Henryk Rybinski 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. This book, which constitutes the ninth volume of the Transactions on Rough Sets series, providing evidence of the continuing growth of a number of research streams. It includes articles that are extensions of papers included in the first conference on Rough Sets and Intelligent Systems Paradigms. The 26 papers presented in this volume introduce a number of new advances in the foundations and applications of artificial intelligence, engineering, image processing, logic, mathematics, medicine, music, and science.

Rough Sets and Current Trends in Computing

Chris Cornelis,Marzena Kryszkiewicz,Dominik Slezak,Ernestina Menasalvas Ruiz,Rafael Bello,Lin Shang
Rough Sets and Current Trends in Computing Book PDF

Author : Chris Cornelis,Marzena Kryszkiewicz,Dominik Slezak,Ernestina Menasalvas Ruiz,Rafael Bello,Lin Shang
Publisher : Springer
Page : 394 pages
File Size : 43,5 Mb
Release : 2014-06-14
Category : Computers
ISBN : 9783319086446

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Rough Sets and Current Trends in Computing by Chris Cornelis,Marzena Kryszkiewicz,Dominik Slezak,Ernestina Menasalvas Ruiz,Rafael Bello,Lin Shang Pdf

This book constitutes the refereed proceedings of the 9th International Conference on Rough Sets and Current Trends in Computing, RSCTC 2014, held in Granada and Madrid, Spain, in July 2014. RSCTC 2014 together with the Conference on Rough Sets and Emerging Intelligent Systems Paradigms (RSEISP 2014) was held as a major part of the 2014 Joint Rough Set Symposium (JRS 2014) The 23 regular and 17 short papers presented were carefully reviewed and selected from 120 submissions. They are organized in topical sections such as fuzzy logic and rough set: tools for imperfect information; fuzzy-rough hybridization; three way decisions and probabilistic rough sets; new trends in formal concept analysis and related methods; fuzzy decision making and consensus; soft computing for learning from data; web information systems and decision making; image processing and intelligent systems.

Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam

Andrzej Skowron,Zbigniew Suraj
Rough Sets and Intelligent Systems Professor Zdzis aw Pawlak in Memoriam Book PDF

Author : Andrzej Skowron,Zbigniew Suraj
Publisher : Springer Science & Business Media
Page : 682 pages
File Size : 47,6 Mb
Release : 2012-08-16
Category : Technology & Engineering
ISBN : 9783642303449

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Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam by Andrzej Skowron,Zbigniew Suraj Pdf

This book is dedicated to the memory of Professor Zdzis{\l}aw Pawlak who passed away almost six year ago. He is the founder of the Polish school of Artificial Intelligence and one of the pioneers in Computer Engineering and Computer Science with worldwide influence. He was a truly great scientist, researcher, teacher and a human being. This book prepared in two volumes contains more than 50 chapters. This demonstrates that the scientific approaches discovered by of Professor Zdzis{\l}aw Pawlak, especially the rough set approach as a tool for dealing with imperfect knowledge, are vivid and intensively explored by many researchers in many places throughout the world. The submitted papers prove that interest in rough set research is growing and is possible to see many new excellent results both on theoretical foundations and applications of rough sets alone or in combination with other approaches. We are proud to offer the readers this book.

Rough Set Theory: A True Landmark in Data Analysis

Ajith Abraham,Rafael Falcón,Rafael Bello
Rough Set Theory A True Landmark in Data Analysis Book PDF

Author : Ajith Abraham,Rafael Falcón,Rafael Bello
Publisher : Springer
Page : 324 pages
File Size : 48,9 Mb
Release : 2008-12-23
Category : Computers
ISBN : 9783540899211

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Rough Set Theory: A True Landmark in Data Analysis by Ajith Abraham,Rafael Falcón,Rafael Bello Pdf

Along the years, rough set theory has earned a well-deserved reputation as a sound methodology for dealing with imperfect knowledge in a simple though mathematically sound way. This edited volume aims at continue stressing the benefits of applying rough sets in many real-life situations while still keeping an eye on topological aspects of the theory as well as strengthening its linkage with other soft computing paradigms. The volume comprises 11 chapters and is organized into three parts. Part 1 deals with theoretical contributions while Parts 2 and 3 focus on several real world data mining applications. Chapters authored by pioneers were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed. Academics, scientists as well as engineers working in the rough set, computational intelligence, soft computing and data mining research area will find the comprehensive coverage of this book invaluable.

Topics in Rough Set Theory

Seiki Akama,Yasuo Kudo,Tetsuya Murai
Topics in Rough Set Theory Book PDF

Author : Seiki Akama,Yasuo Kudo,Tetsuya Murai
Publisher : Springer Nature
Page : 201 pages
File Size : 55,7 Mb
Release : 2019-09-10
Category : Technology & Engineering
ISBN : 9783030295660

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Topics in Rough Set Theory by Seiki Akama,Yasuo Kudo,Tetsuya Murai Pdf

This book discusses current topics in rough set theory. Since Pawlak’s rough set theory was first proposed to offer a basis for imprecise and uncertain data and reasoning from data, many workers have investigated its foundations and applications. Examining various topical issues, including object-oriented rough set models, recommendation systems, decision tables, and granular computing, the book is a valuable resource for students and researchers in the field.

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 : 40,8 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 and Knowledge Technology

Guoyin Wang,Tianrui Li,Jerzy W. Grzymala-Busse,Duoqian Miao,Yiyu Y. Yao
Rough Sets and Knowledge Technology Book PDF

Author : Guoyin Wang,Tianrui Li,Jerzy W. Grzymala-Busse,Duoqian Miao,Yiyu Y. Yao
Publisher : Springer Science & Business Media
Page : 782 pages
File Size : 48,8 Mb
Release : 2008-04-25
Category : Computers
ISBN : 9783540797203

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Rough Sets and Knowledge Technology by Guoyin Wang,Tianrui Li,Jerzy W. Grzymala-Busse,Duoqian Miao,Yiyu Y. Yao Pdf

This book constitutes the refereed proceedings of the Third International Conference on Rough Sets and Knowledge Technology, RSKT 2008, held in Chengdu, China, in May 2008. The 91 revised full papers papers presented together with 3 keynote papers and 6 tutorial papers were carefully reviewed and selected from 184 submissions. They all focus on five major research fields: computing theory and paradigms, knowledge technology, intelligent information processing, intelligent control, and applications. The papers are organized in topical sections on rough and soft computing, rough mereology with applications, dominance-based rough set approach, fuzzy-rough hybridization, granular computing, logical and mathematical foundations, formal concept analysis, data mining, machine learning, intelligent information processing, bioinformatics and cognitive informatics, web intelligence, pattern recognition, and real-life applications of knowledge technology.

A New Paradigm of Knowledge Engineering by Soft Computing

Liya Ding,Fuzzy Logic Systems Institute
A New Paradigm of Knowledge Engineering by Soft Computing Book PDF

Author : Liya Ding,Fuzzy Logic Systems Institute
Publisher : World Scientific
Page : 392 pages
File Size : 52,6 Mb
Release : 2001
Category : Computers
ISBN : 9789810245177

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A New Paradigm of Knowledge Engineering by Soft Computing by Liya Ding,Fuzzy Logic Systems Institute Pdf

Soft computing (SC) consists of several computing paradigms, including neural networks, fuzzy set theory, approximate reasoning, and derivative-free optimization methods such as genetic algorithms. The integration of those constituent methodologies forms the core of SC. In addition, the synergy allows SC to incorporate human knowledge effectively, deal with imprecision and uncertainty, and learn to adapt to unknown or changing environments for better performance. Together with other modern technologies, SC and its applications exert unprecedented influence on intelligent systems that mimic human intelligence in thinking, learning, reasoning, and many other aspects. Knowledge engineering (KE), which deals with knowledge acquisition, representation, validation, inferencing, explanation, and maintenance, has made significant progress recently, owing to the indefatigable efforts of researchers. Undoubtedly, the hot topics of data mining and knowledge/data discovery have injected new life into the classical AI,world. This book tells readers how KE has been influenced and extended by SC and how SC will be helpful in pushing the frontier of KE further. It is intended for researchers and graduate students to use as a reference in the study of knowledge engineering and intelligent systems. The reader is expected to have a basic knowledge of fuzzy logic, neural networks, genetic algorithms, and knowledge-based systems.

Rough Sets

Hung Son Nguyen,Quang-Thuy Ha,Tianrui Li,Małgorzata Przybyła-Kasperek
Rough Sets Book PDF

Author : Hung Son Nguyen,Quang-Thuy Ha,Tianrui Li,Małgorzata Przybyła-Kasperek
Publisher : Springer
Page : 676 pages
File Size : 42,9 Mb
Release : 2018-08-14
Category : Computers
ISBN : 9783319993683

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Rough Sets by Hung Son Nguyen,Quang-Thuy Ha,Tianrui Li,Małgorzata Przybyła-Kasperek Pdf

This LNAI 1103 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2018, held in Quy Nhon, Vietnam, in August 2018. The 40 full papers presented together with 5 short papers were carefully reviewed and selected from 61 submissions. The IJCRS conferences aim at bringing together experts from universities and research centers as well as the industry representing fields of research in which theoretical and applicational aspects of rough set theory already find or may potentially find usage.

Rough Sets

Tamás Mihálydeák,Fan Min,Guoyin Wang,Mohua Banerjee,Ivo Düntsch,Zbigniew Suraj,Davide Ciucci
Rough Sets Book PDF

Author : Tamás Mihálydeák,Fan Min,Guoyin Wang,Mohua Banerjee,Ivo Düntsch,Zbigniew Suraj,Davide Ciucci
Publisher : Springer
Page : 566 pages
File Size : 50,6 Mb
Release : 2019-06-10
Category : Computers
ISBN : 9783030228156

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Rough Sets by Tamás Mihálydeák,Fan Min,Guoyin Wang,Mohua Banerjee,Ivo Düntsch,Zbigniew Suraj,Davide Ciucci Pdf

This LNAI 11499 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2019, held in Debrecen, Hungary, in June 2019. The 41 full papers were carefully reviewed and selected from 71 submissions. The IJCRS conferences aim at bringing together experts from universities and research centers as well as the industry representing fields of research in which theoretical and applicational aspects of rough set theory already find or may potentially find usage. The papers are grouped in topical sections on core rough set models and methods; related methods and hybridization; areas of application.

Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing

Dominik Slezak,JingTao Yao,James F. Peters,Wojciech Ziarko,Xiaohua Hu
Rough Sets Fuzzy Sets Data Mining and Granular Computing Book PDF

Author : Dominik Slezak,JingTao Yao,James F. Peters,Wojciech Ziarko,Xiaohua Hu
Publisher : Springer
Page : 748 pages
File Size : 51,9 Mb
Release : 2005-09-14
Category : Computers
ISBN : 9783540318248

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Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing by Dominik Slezak,JingTao Yao,James F. Peters,Wojciech Ziarko,Xiaohua Hu Pdf

This volume contains the papers selected for presentation at the 10th Int- national Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2005, organized at the University of Regina, August 31st–September 3rd, 2005. This conference followed in the footsteps of inter- tional events devoted to the subject of rough sets, held so far in Canada, China, Japan,Poland,Sweden, and the USA. RSFDGrC achievedthe status of biennial international conference, starting from 2003 in Chongqing, China. The theory of rough sets, proposed by Zdzis law Pawlak in 1982, is a model of approximate reasoning. The main idea is based on indiscernibility relations that describe indistinguishability of objects. Concepts are represented by - proximations. In applications, rough set methodology focuses on approximate representation of knowledge derivable from data. It leads to signi?cant results in many areas such as ?nance, industry, multimedia, and medicine. The RSFDGrC conferences put an emphasis on connections between rough sets and fuzzy sets, granularcomputing, and knowledge discoveryand data m- ing, both at the level of theoretical foundations and real-life applications. In the case of this event, additional e?ort was made to establish a linkage towards a broader range of applications. We achieved it by including in the conference program the workshops on bioinformatics, security engineering, and embedded systems, as well as tutorials and sessions related to other application areas.

Granular, Fuzzy, and Soft Computing

Tsau-Young Lin,Churn-Jung Liau,Janusz Kacprzyk
Granular Fuzzy and Soft Computing Book PDF

Author : Tsau-Young Lin,Churn-Jung Liau,Janusz Kacprzyk
Publisher : Springer Nature
Page : 936 pages
File Size : 55,5 Mb
Release : 2023-03-29
Category : Mathematics
ISBN : 9781071626283

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Granular, Fuzzy, and Soft Computing by Tsau-Young Lin,Churn-Jung Liau,Janusz Kacprzyk Pdf

The first edition of the Encyclopedia of Complexity and Systems Science (ECSS, 2009) presented a comprehensive overview of granular computing (GrC) broadly divided into several categories: Granular computing from rough set theory, Granular Computing in Database Theory, Granular Computing in Social Networks, Granular Computing and Fuzzy Set Theory, Grid/Cloud Computing, as well as general issues in granular computing. In 2011, the formal theory of GrC was established, providing an adequate infrastructure to support revolutionary new approaches to computer/data science, including the challenges presented by so-called big data. For this volume of ECSS, Second Edition, many entries have been updated to capture these new developments, together with new chapters on such topics as data clustering, outliers in data mining, qualitative fuzzy sets, and information flow analysis for security applications. Granulations can be seen as a natural and ancient methodology deeply rooted in the human mind. Many daily "things" are routinely granulated into sub "things": The topography of earth is granulated into hills, plateaus, etc., space and time are granulated into infinitesimal granules, and a circle is granulated into polygons of infinitesimal sides. Such granules led to the invention of calculus, topology and non-standard analysis. Formalization of general granulation was difficult but, as shown in this volume, great progress has been made in combing discrete and continuous mathematics under one roof for a broad range of applications in data science.

Rough Set Theory: A True Landmark in Data Analysis

Ajith Abraham,Rafael Falcón,Rafael Bello
Rough Set Theory A True Landmark in Data Analysis Book PDF

Author : Ajith Abraham,Rafael Falcón,Rafael Bello
Publisher : Springer Science & Business Media
Page : 330 pages
File Size : 48,8 Mb
Release : 2009-02-26
Category : Computers
ISBN : 9783540899204

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Rough Set Theory: A True Landmark in Data Analysis by Ajith Abraham,Rafael Falcón,Rafael Bello Pdf

Part 1 of this book deals with theoretical contributions of rough set theory, and parts 2 and 3 focus on several real world data mining applications. The book thoroughly explores recent results in rough set research.