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Fuzzy Systems and Data Mining IX

A.J. Tallón-Ballesteros,R. Beltrán-Barba
Fuzzy Systems and Data Mining IX Book PDF

Author : A.J. Tallón-Ballesteros,R. Beltrán-Barba
Publisher : IOS Press
Page : 980 pages
File Size : 52,9 Mb
Release : 2023-12-19
Category : Computers
ISBN : 9781643684710

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Fuzzy Systems and Data Mining IX by A.J. Tallón-Ballesteros,R. Beltrán-Barba Pdf

Fuzzy systems and data mining are indispensible aspects of the digital technology on which we now all depend. Fuzzy logic is intrinsic to applications in the electrical, chemical and engineering industries, and also in the fields of management and environmental issues. Data mining is indispensible in dealing with big data, massive data, and scalable, parallel and distributed algorithms. This book presents the proceedings of FSDM 2023, the 9th International Conference on Fuzzy Systems and Data Mining, held from 10-13 November 2023 as a hybrid event, with some participants attending in Chongqing, China, and others online. The conference focuses on four main areas: fuzzy theory, algorithms and systems; fuzzy application; data mining; and the interdisciplinary field of fuzzy logic and data mining, and provides a forum for experts, researchers, academics and representatives from industry to share the latest advances in the field of fuzzy sets and data mining. This year, topics from two special sessions on granular-ball computing and the application of generative AI, as well as machine learning and neural networks, were also covered. A total of 363 submissions were received, and after careful review by the members of the international program committee, 110 papers were accepted for presentation at the conference and publication here, representing an acceptance rate of just over 30%. Covering a comprehensive range of current research and developments in fuzzy logic and data mining, the book will be of interest to all those working in the field of data science.

Fuzzy Systems and Data Mining VII

C. Shen
Fuzzy Systems and Data Mining VII Book PDF

Author : C. Shen
Publisher : IOS Press
Page : 494 pages
File Size : 41,7 Mb
Release : 2021-11-04
Category : Computers
ISBN : 9781643682150

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Fuzzy Systems and Data Mining VII by C. Shen Pdf

Fuzzy systems and data mining are indispensible aspects of the computer systems and algorithms on which the world has come to depend. This book presents papers from FSDM 2021, the 7th International Conference on Fuzzy Systems and Data Mining. The conference, originally due to take place in Seoul, South Korea, was held online on 26-29 October 2021, due to ongoing restrictions connected with the COVID-19 pandemic. The annual FSDM conference provides a platform for knowledge exchange between international experts, researchers, academics and delegates from industry. This year, the committee received 266 submissions, and this book contains 52 papers, including keynotes and invited presentations, oral and poster contributions. The papers cover four main areas: 1) fuzzy theory, algorithms and systems – including topics like stability; 2) fuzzy applications – which are widely used and cover various types of processing as well as hardware and architecture for big data and time series; 3) the interdisciplinary field of fuzzy logic and data mining; and 4) data mining itself. The topic most frequently addressed this year is fuzzy systems. The book offers an overview of research and developments in fuzzy logic and data mining, and will be of interest to all those working in the field of data science.

Fuzzy Systems and Data Mining VI

A.J. Tallón-Ballesteros
Fuzzy Systems and Data Mining VI Book PDF

Author : A.J. Tallón-Ballesteros
Publisher : IOS Press
Page : 812 pages
File Size : 50,7 Mb
Release : 2020-11-13
Category : Computers
ISBN : 9781643681351

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Fuzzy Systems and Data Mining VI by A.J. Tallón-Ballesteros Pdf

The interdisciplinary field of fuzzy logic encompass applications in the electrical, industrial, chemical and engineering realms as well as in areas of management and environmental issues, while data mining covers new approaches to big data, massive data, and scalable, parallel and distributed algorithms. This book presents papers from the 6th International Conference on Fuzzy Systems and Data Mining (FSDM 2020). The conference was originally due to be held from 13-16 November 2020 in Xiamen, China, but was changed to an online conference held on the same dates due to ongoing restrictions connected with the COVID-19 pandemic. The annual FSDM conference provides a platform for knowledge exchange between international experts, researchers academics and delegates from industry. This year, the committee received 316 submissions, of which 76 papers were selected for inclusion in the conference; an acceptance rate of 24%. The conference covers four main areas: fuzzy theory; algorithms and systems, which includes topics like stability; foundations and control; and fuzzy applications, which are widely used and cover various types of processing as well as hardware and architecture for big data and time series. Providing a current overview of research and developments in fuzzy logic and data mining, the book will be of interest to all those working in the field of data science.

Fuzzy Systems and Data MiningII

S.-L. Sun,A.J. Tallón-Ballesteros,D.S. Pamučar
Fuzzy Systems and Data MiningII Book PDF

Author : S.-L. Sun,A.J. Tallón-Ballesteros,D.S. Pamučar
Publisher : IOS Press
Page : 652 pages
File Size : 55,9 Mb
Release : 2016-11-24
Category : Computers
ISBN : 9781614997221

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Fuzzy Systems and Data MiningII by S.-L. Sun,A.J. Tallón-Ballesteros,D.S. Pamučar Pdf

Fuzzy systems and data mining are now an essential part of information technology and data management, with applications affecting every imaginable aspect of our daily lives. This book contains 81 selected papers from those accepted and presented at the 2nd international conference on Fuzzy Systems and Data Mining (FSDM2016), held in Macau, China, in December 2016. This annual conference focuses on 4 main groups of topics: fuzzy theory, algorithm and system; fuzzy applications; the interdisciplinary field of fuzzy logic and data mining; and data mining, and the event provided a forum where more than 100 qualified, high-level researchers and experts from over 20 countries, including 4 keynote speakers, gathered to create an important platform for researchers and engineers worldwide to engage in academic communication. All the papers collected here present original ideas, methods and results of general significance supported by clear reasoning and compelling evidence, and as such the book represents a valuable and wide ranging reference resource of interest to all those whose work involves fuzzy systems and data mining.

Fuzzy Systems and Data Mining IV

A.J. Tallón-Ballesteros,K. Li
Fuzzy Systems and Data Mining IV Book PDF

Author : A.J. Tallón-Ballesteros,K. Li
Publisher : IOS Press
Page : 990 pages
File Size : 47,8 Mb
Release : 2018-11-06
Category : Computers
ISBN : 9781614999270

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Fuzzy Systems and Data Mining IV by A.J. Tallón-Ballesteros,K. Li Pdf

Big Data Analytics is on the rise in the last years of the current decade. Data are overwhelming the computation capacity of high performance servers. Cloud, grid, edge and fog computing are a few examples of the current hype. Computational Intelligence offers two faces to deal with the development of models: on the one hand, the crisp approach, which considers for every variable an exact value and, on the other hand, the fuzzy focus, which copes with values between two boundaries. This book presents 114 papers from the 4th International Conference on Fuzzy Systems and Data Mining (FSDM 2018), held in Bangkok, Thailand, from 16 to 19 November 2018. All papers were carefully reviewed by program committee members, who took into consideration the breadth and depth of the research topics that fall within the scope of FSDM. The acceptance rate was 32.85% . Offering a state-of-the-art overview of fuzzy systems and data mining, the publication will be of interest to all those whose work involves data science.

Fuzzy Systems and Data Mining V

A.J. Tallón-Ballesteros
Fuzzy Systems and Data Mining V Book PDF

Author : A.J. Tallón-Ballesteros
Publisher : IOS Press
Page : 1186 pages
File Size : 55,8 Mb
Release : 2019-11-06
Category : Computers
ISBN : 9781643680194

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Fuzzy Systems and Data Mining V by A.J. Tallón-Ballesteros Pdf

The Fuzzy Systems and Data Mining (FSDM) conference is an annual event encompassing four main themes: fuzzy theory, algorithms and systems, which includes topics like stability, foundations and control; fuzzy application, which covers different kinds of processing as well as hardware and architectures for big data and time series and has wide applicability; the interdisciplinary field of fuzzy logic and data mining, encompassing applications in electrical, industrial, chemical and engineering fields as well as management and environmental issues; and data mining, outlining new approaches to big data, massive data, scalable, parallel and distributed algorithms. The annual conference provides a platform for knowledge exchange between international experts, researchers, academics and delegates from industry. This book includes the papers accepted and presented at the 5th International Conference on Fuzzy Systems and Data Mining (FSDM 2019), held in Kitakyushu, Japan on 18-21 October 2019. This year, FSDM received 442 submissions. All papers were carefully reviewed by program committee members, taking account of the quality, novelty, soundness, breadth and depth of the research topics falling within the scope of FSDM. The committee finally decided to accept 137 papers, which represents an acceptance rate of about 30%. The papers presented here are arranged in two sections: Fuzzy Sets and Data Mining, and Communications and Networks. Providing an overview of the most recent scientific and technological advances in the fields of fuzzy systems and data mining, the book will be of interest to all those working in these fields.

Fuzzy Systems and Data Mining III

A.J. Tallón-Ballesteros,K. Li
Fuzzy Systems and Data Mining III Book PDF

Author : A.J. Tallón-Ballesteros,K. Li
Publisher : IOS Press
Page : 564 pages
File Size : 49,6 Mb
Release : 2017-11-07
Category : Computers
ISBN : 9781614998280

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Fuzzy Systems and Data Mining III by A.J. Tallón-Ballesteros,K. Li Pdf

Data science is proving to be one of the major trends of the second decade of the 21st century. Even though the term was coined by Peter Naur in the mid 1960s as ‘datalogy’, or the science of data, it is in the context of data analytics, and especially of big data, that data science has emerged as the new paradigm. Fuzzy and Crisp strategies are two of the most widespread approaches within the computational intelligence umbrella. This book presents 65 papers from the 3rd International Conference on Fuzzy Systems and Data Mining (FSDM 2017), held in Hualien, Taiwan, in November 2017. All papers were carefully reviewed by program committee members, who took into consideration the breadth and depth of the research topics that fall within the scope of FSDM. Offering a state-of-the-art overview of fuzzy systems and data mining, the publication will be of interest to all those whose work involves data science.

Fuzzy Systems and Data Mining VIII

A.J. Tallón-Ballesteros
Fuzzy Systems and Data Mining VIII Book PDF

Author : A.J. Tallón-Ballesteros
Publisher : IOS Press
Page : 440 pages
File Size : 44,7 Mb
Release : 2022-11-04
Category : Computers
ISBN : 9781643683478

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Fuzzy Systems and Data Mining VIII by A.J. Tallón-Ballesteros Pdf

Fuzzy logic is vital to applications in the electrical, industrial, chemical and engineering realms, as well as in areas of management and environmental issues. Data mining is indispensible in dealing with big data, massive data, and scalable, parallel and distributed algorithms. This book presents papers from FSDM 2022, the 8th International Conference on Fuzzy Systems and Data Mining. The conference, originally scheduled to take place in Xiamen, China, was held fully online from 4 to 7 November 2022, due to ongoing restrictions connected with the COVID-19 pandemic. This year, FSDM received 196 submissions, of which 47 papers were ultimately selected for presentation and publication after a thorough review process, taking into account novelty, and the breadth and depth of research themes falling under the scope of FSDM. This resulted in an acceptance rate of 23.97%. Topics covered include fuzzy theory, algorithms and systems, fuzzy applications, data mining and the interdisciplinary field of fuzzy logic and data mining. Offering an overview of current research and developments in fuzzy logic and data mining, the book will be of interest to all those working in the field of data science.

Fuzzy System and Data Mining

G. Chen,F. Liu,M. Shojafar
Fuzzy System and Data Mining Book PDF

Author : G. Chen,F. Liu,M. Shojafar
Publisher : IOS Press
Page : 516 pages
File Size : 43,7 Mb
Release : 2016-04-14
Category : COMPUTERS
ISBN : 9781614996194

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Fuzzy System and Data Mining by G. Chen,F. Liu,M. Shojafar Pdf

Fuzzy logic is widely used in machine control. The term ‘fuzzy’ refers to the fact that the logic involved can deal with concepts that cannot be expressed as either ‘true’ or ‘false’, but rather as ‘partially true’. Fuzzy set theory is very suitable for modeling the uncertain duration in process simulation, as well as defining the fuzzy goals and fuzzy constraints of decision-making. It has many applications in industry, engineering and social sciences. This book presents the proceedings of the 2015 International Conference on Fuzzy Systems and Data Mining (FSDM2015), held in Shanghai, China, in December 2015. The application domain covers geography, biology, economics, medicine, the energy industry, social science, logistics, transport, industrial and production engineering, and computer science. The papers presented at the conference focus on topics such as system diagnosis, rule induction, process simulation/control, and decision-making. They include papers on solving practical problems with intelligent algorithms; statistical analysis; classification and clustering; and association rule learning. They also reflect the frontier in data mining research and address the challenges posed to data analytics research by the increasingly large datasets yielded by many application domains, together with new types of unstructured data. The book provides an overview of the ways in which fuzzy theory and data mining principles are applied in various fields, and will be of interest to all those who work in either the theory or practice of fuzzy systems and data mining.

Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration

Earl Cox
Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration Book PDF

Author : Earl Cox
Publisher : Academic Press
Page : 554 pages
File Size : 47,6 Mb
Release : 2005-02
Category : Computers
ISBN : 9780121942755

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Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration by Earl Cox Pdf

Foundations and ideas -- Principal model types -- Approaches to model building -- Fundamental concepts of fuzzy logic -- Fundamental concepts of fuzzy systems -- Fuzzy SQL and intelligent queries -- Fuzzy clustering -- Fuzzy rule induction -- Fundamental concepts of genetic algorithms -- Genetic resource scheduling optimization -- Genetic tuning of fuzzy models.

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

Guoyin Wang
Rough Sets Fuzzy Sets Data Mining and Granular Computing Book PDF

Author : Guoyin Wang
Publisher : Springer Science & Business Media
Page : 758 pages
File Size : 55,5 Mb
Release : 2003-05-08
Category : Computers
ISBN : 9783540140405

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Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing by Guoyin Wang Pdf

This book constitutes the refereed proceedings of the 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2003, held in Chongqing, China in May 2003. The 39 revised full papers and 75 revised short papers presented together with 2 invited keynote papers and 11 invited plenary papers were carefully reviewed and selected from a total of 245 submissions. The papers are organized in topical sections on rough sets foundations and methods; fuzzy sets and systems; granular computing; neural networks and evolutionary computing; data mining, machine learning, and pattern recognition; logics and reasoning; multi-agent systems; and Web intelligence and intelligent systems.

Data Mining IX

A. Zanasi
Data Mining IX Book PDF

Author : A. Zanasi
Publisher : WIT Press
Page : 321 pages
File Size : 46,8 Mb
Release : 2008
Category : Computers
ISBN : 9781845641108

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Data Mining IX by A. Zanasi Pdf

Bringing together papers presented at the ninth International Conference on Data Mining, this book addresses the developments in this important field. Featured topics include: data preparation, clustering technologies, customer relationship management, text mining, web mining, and categorisation methods.

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
Page : 588 pages
File Size : 47,7 Mb
Release : 2007-08-22
Category : Computers
ISBN : 9783540725305

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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.

Data Mining with Computational Intelligence

Lipo Wang,Xiuju Fu
Data Mining with Computational Intelligence Book PDF

Author : Lipo Wang,Xiuju Fu
Publisher : Springer Science & Business Media
Page : 280 pages
File Size : 52,6 Mb
Release : 2005-12-08
Category : Computers
ISBN : 9783540288039

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Data Mining with Computational Intelligence by Lipo Wang,Xiuju Fu Pdf

Finding information hidden in data is as theoretically difficult as it is practically important. With the objective of discovering unknown patterns from data, the methodologies of data mining were derived from statistics, machine learning, and artificial intelligence, and are being used successfully in application areas such as bioinformatics, banking, retail, and many others. Wang and Fu present in detail the state of the art on how to utilize fuzzy neural networks, multilayer perceptron neural networks, radial basis function neural networks, genetic algorithms, and support vector machines in such applications. They focus on three main data mining tasks: data dimensionality reduction, classification, and rule extraction. The book is targeted at researchers in both academia and industry, while graduate students and developers of data mining systems will also profit from the detailed algorithmic descriptions.

Intelligent Data Mining

Da Ruan,Guoqing Chen,Etienne E. Kerre,Geert Wets
Intelligent Data Mining Book PDF

Author : Da Ruan,Guoqing Chen,Etienne E. Kerre,Geert Wets
Publisher : Springer Science & Business Media
Page : 536 pages
File Size : 48,5 Mb
Release : 2005-08-24
Category : Mathematics
ISBN : 3540262563

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Intelligent Data Mining by Da Ruan,Guoqing Chen,Etienne E. Kerre,Geert Wets Pdf

"Intelligent Data Mining – Techniques and Applications" is an organized edited collection of contributed chapters covering basic knowledge for intelligent systems and data mining, applications in economic and management, industrial engineering and other related industrial applications. The main objective of this book is to gather a number of peer-reviewed high quality contributions in the relevant topic areas. The focus is especially on those chapters that provide theoretical/analytical solutions to the problems of real interest in intelligent techniques possibly combined with other traditional tools, for data mining and the corresponding applications to engineers and managers of different industrial sectors. Academic and applied researchers and research students working on data mining can also directly benefit from this book.