July 5, 2022
Rough Sets, Fuzzy Sets, Data Mining and Granular Computing Book

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Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

By Hiroshi Sakai,Mihir Chakraborty,Aboul-Ella Hassanien,Dominik Slezak,William Zhu
  • ISBN Code: : 3642106463
  • Publisher : Springer
  • Pages : 528
  • Category : Computers
  • Reads : 399
  • Book Compatibility : Pdf, ePub, Mobi, Kindle
  • Pdf : rough-sets-fuzzy-sets-data-mining-and-granular-computing.pdf

Book Excerpt :

This book constitutes the refereed proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2009, held in Delhi, India in December 2009 in conjunction with the Third International Conference on Pattern Recognition and Machine Intelligence, PReMI 2009. RSFDGrC 2009 is the core component of a broader Rough Set Year in India initiative, RSIndia09. The 56 revised full papers presented together with 6 invited papers and a report on the Rough Set Year in India 2009 project were carefully reviewed and selected from a total of 130 submissions. The papers are organized in topical sections on foundations of rough sets and beyond; rought set algorithms and applications; fuzzy set foundations and applications; data mining and knowledge discovery; clustering and current trends in computing; and information retrieval and text mining.

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Read Also This Books

Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

By Sergei O. Kuznetsov,Dominik Ślęzak,Daryl H. Hepting,Boris G. Mirkin
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3642218814
  • Total of Pages : 370
  • Category : Computers
  • Members : 776
  • Pdf File: rough-sets-fuzzy-sets-data-mining-and-granular-computing.pdf

Book Short Summary:

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.

Transactions on Rough Sets XIV

By Hiroshi Sakai,Mihir Chakraborty,Dominik Ślęzak,Aboul-Ella Hassanien,William Zhu
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3642215637
  • Total of Pages : 235
  • Category : Mathematics
  • Members : 400
  • Pdf File: transactions-on-rough-sets-xiv.pdf

Book Short Summary:

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 XIV contains 11 revised extended papers from the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2009, held in Delhi, India. The topics include various rough set generalizations in combination with formal concept analysis, lattice theory, fuzzy sets and belief functions, rough and fuzzy clustering techniques, as well as applications to gene selection, web page recommendation systems, facial recognition, and temporal pattern detection. in addition, this volume contains a regular article on rough multiset and its multiset topology.

Rough Sets and Knowledge Technology

By Guoyin Wang,Tianrui Li,Jerzy W. Grzymala-Busse,Duoqian Miao,Yiyu Y. Yao
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540797211
  • Total of Pages : 765
  • Category : Computers
  • Members : 464
  • Pdf File: rough-sets-and-knowledge-technology.pdf

Book Short Summary:

This volume contains the papers selected for presentation at the Third Inter- tional Conference on Rough Sets and Knowledge Technology (RSKT 2008) held in Chengdu, P. R. China, May 16–19, 2008. The RSKT conferences were initiated in 2006 in Chongqing, P. R. China. RSKT 2007 was held in Toronto, Canada, together with RSFDGrC 2007, as JRS 2007. The RSKT conferences aim to present state-of-the-art scienti?c - sults, encourage academic and industrial interaction, and promote collaborative research in rough sets and knowledge technology worldwide. They place emphasis on exploring synergies between rough sets and knowledge discovery, knowledge management, data mining, granular and soft computing as well as emerging application areas such as bioinformatics, cognitive informatics, and Web intel- gence, both at the level of theoretical foundations and real-life applications. RSKT 2008 focused on ?ve major research ?elds: computing theory and paradigms, knowledge technology, intelligent information processing, intelligent control, and applications. This was achieved by including in the conference program sessions on rough and soft computing, rough mereology with app- cations, dominance-based rough set approach, fuzzy-rough hybridization, gr- ular computing, logical and mathematical foundations, formal concept analysis, data mining, machine learning, intelligent information processing, bioinform- ics and cognitive informatics, Web intelligence, pattern recognition, and real-life applications of knowledge technology. A very strict quality control policy was adopted in the paper review process of RSKT 2008. Firstly, the PC Chairs - viewed all submissions.

Methodologies for Knowledge Discovery and Data Mining

By Ning Zhong,Lizhu Zhou
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540489126
  • Total of Pages : 540
  • Category : Computers
  • Members : 199
  • Pdf File: methodologies-for-knowledge-discovery-and-data-mining.pdf

Book Short Summary:

This book constitutes the refereed proceedings of the Third Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD '99, held in Beijing, China, in April 1999. The 29 revised full papers presented together with 37 short papers were carefully selected from a total of 158 submissions. The book is divided into sections on emerging KDD technology; association rules; feature selection and generation; mining in semi-unstructured data; interestingness, surprisingness, and exceptions; rough sets, fuzzy logic, and neural networks; induction, classification, and clustering; visualization; causal models and graph-based methods; agent-based and distributed data mining; and advanced topics and new methodologies.

Transactions on Rough Sets II

By James F. Peters,Didier Dubois,Jerzy Grzymala-Busse,Masahiro Inuiguchi,Lech Polkowski
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540277781
  • Total of Pages : 363
  • Category : Computers
  • Members : 546
  • Pdf File: transactions-on-rough-sets-ii.pdf

Book Short Summary:

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.

Rough Sets and Knowledge Technology

By James F. Peters,Yiju Yao
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540362991
  • Total of Pages : 810
  • Category : Computers
  • Members : 222
  • Pdf File: rough-sets-and-knowledge-technology.pdf

Book Short Summary:

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 and Current Trends in Computing

By Salavatore Greco,Yukata Hata,Shoji Hirano,Masahiro Inuiguchi,Sadaaki Miyamoto,Hung Son Nguyen,Roman Slowiński
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540498427
  • Total of Pages : 954
  • Category : Computers
  • Members : 681
  • Pdf File: rough-sets-and-current-trends-in-computing.pdf

Book Short Summary:

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.

Pattern Recognition Algorithms for Data Mining

By Sankar K. Pal,Pabitra Mitra
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : CRC Press
  • Book Code : 0203998073
  • Total of Pages : 280
  • Category : Computers
  • Members : 279
  • Pdf File: pattern-recognition-algorithms-for-data-mining.pdf

Book Short Summary:

Pattern Recognition Algorithms for Data Mining addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and evaluation. This volume presents various theories, me

Handbook of Granular Computing

By Witold Pedrycz,Andrzej Skowron,Vladik Kreinovich
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : John Wiley & Sons
  • Book Code : 0470724153
  • Total of Pages : 1148
  • Category : Technology & Engineering
  • Members : 613
  • Pdf File: handbook-of-granular-computing.pdf

Book Short Summary:

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.

Transactions on Rough Sets I

By James F. Peters,Jerzy W. Grzymala-Busse,Bozena Kostek,Roman W. Swiniarski,Marcin S. Szczuka
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540277943
  • Total of Pages : 406
  • Category : Computers
  • Members : 931
  • Pdf File: transactions-on-rough-sets-i.pdf

Book Short Summary:

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 first volume of the Transactions on Rough Sets opens with an introductory article by Zdzislaw Pawlak, the originator of rough sets. Nine papers deal with rough set theory and eight are devoted to applications in various domains.

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

By Yao, JingTao
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : IGI Global
  • Book Code : 1605663255
  • Total of Pages : 570
  • Category : Education
  • Members : 700
  • Pdf File: novel-developments-in-granular-computing.pdf

Book Short Summary:

"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 and Intelligent Systems Paradigms

By Marzena Kryszkiewicz,James F. Peters,Henryk Rybinski
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540734511
  • Total of Pages : 836
  • Category : Computers
  • Members : 322
  • Pdf File: rough-sets-and-intelligent-systems-paradigms.pdf

Book Short Summary:

This book constitutes the refereed proceedings of the International Conference on Rough Sets and Emerging Intelligent Systems Paradigms, held in Warsaw, Poland in June 2007. The conference was dedicated to the memory of Professor Zdzislaw Pawlak. Seventy-three full papers are presented, together with two keynote lectures and eleven invited papers. Each of these papers was subject to a strict editorial review.

Rough Sets and Current Trends in Computing

By Shusaku Tsumoto,Roman Slowiński,Jan Komorowski,Jerzy W. Grzymala-Busse
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540259295
  • Total of Pages : 860
  • Category : Computers
  • Members : 900
  • Pdf File: rough-sets-and-current-trends-in-computing.pdf

Book Short Summary:

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.

Rough Sets and Data Mining

By T.Y. Lin,N. Cercone
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Science & Business Media
  • Book Code : 1461314615
  • Total of Pages : 436
  • Category : Computers
  • Members : 277
  • Pdf File: rough-sets-and-data-mining.pdf

Book Short Summary:

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.

Encyclopedia of Data Warehousing and Mining

By Wang, John
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : IGI Global
  • Book Code : 1591405599
  • Total of Pages : 1382
  • Category : Computers
  • Members : 233
  • Pdf File: encyclopedia-of-data-warehousing-and-mining.pdf

Book Short Summary:

Data Warehousing and Mining (DWM) is the science of managing and analyzing large datasets and discovering novel patterns and in recent years has emerged as a particularly exciting and industrially relevant area of research. Prodigious amounts of data are now being generated in domains as diverse as market research, functional genomics and pharmaceuticals; intelligently analyzing these data, with the aim of answering crucial questions and helping make informed decisions, is the challenge that lies ahead. The Encyclopedia of Data Warehousing and Mining provides a comprehensive, critical and descriptive examination of concepts, issues, trends, and challenges in this rapidly expanding field of data warehousing and mining (DWM). This encyclopedia consists of more than 350 contributors from 32 countries, 1,800 terms and definitions, and more than 4,400 references. This authoritative publication offers in-depth coverage of evolutions, theories, methodologies, functionalities, and applications of DWM in such interdisciplinary industries as healthcare informatics, artificial intelligence, financial modeling, and applied statistics, making it a single source of knowledge and latest discoveries in the field of DWM.

Rough-Neural Computing

By Sankar Kumar Pal,Lech Polkowski
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Science & Business Media
  • Book Code : 3642188591
  • Total of Pages : 736
  • Category : Computers
  • Members : 334
  • Pdf File: rough-neural-computing.pdf

Book Short Summary:

Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g. in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, genetic algorithms, and others. It is well understood now in the soft computing community that hybrid approaches combining various paradigms are very promising approaches for solving complex problems. Exploiting the potential and strength of both neural networks and rough sets, this book is devoted to rough-neuro computing which is also related to the novel aspect of computing based on information granulation, in particular to computing with words. It provides foundational and methodological issues as well as applications in various fields.

Web Intelligence: Research and Development

By Ning Zhong,Yiyu Yao,Jiming Liu,Setsuo Ohsuga
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 354045490X
  • Total of Pages : 620
  • Category : Computers
  • Members : 683
  • Pdf File: web-intelligence.pdf

Book Short Summary:

This book constitutes the refereed proceedings of the First Asia-Pacific Conference on Web Intelligence, WI 2001, held in Maebashi City, Japan, in October 2001.The 28 revised full papers and 45 revised short papers presented were carefully reviewed and selected from 153 full-length paper submissions. Also included are an introductory survey and six invited presentations. The book offers topical sections on Web information systems environments and foundations, Web human-media engineering, Web information management, Web information retrieval, Web agents, Web mining and farming, and Web-based applications.

Rough Set–Based Classification Systems

By Robert K. Nowicki
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3030038955
  • Total of Pages : 188
  • Category : Technology & Engineering
  • Members : 574
  • Pdf File: rough-set-based-classification-systems.pdf

Book Short Summary:

This book demonstrates an original concept for implementing the rough set theory in the construction of decision-making systems. It addresses three types of decisions, including those in which the information or input data is insufficient. Though decision-making and classification in cases with missing or inaccurate data is a common task, classical decision-making systems are not naturally adapted to it. One solution is to apply the rough set theory proposed by Prof. Pawlak. The proposed classifiers are applied and tested in two configurations: The first is an iterative mode in which a single classification system requests completion of the input data until an unequivocal decision (classification) is obtained. It allows us to start classification processes using very limited input data and supplementing it only as needed, which limits the cost of obtaining data. The second configuration is an ensemble mode in which several rough set-based classification systems achieve the unequivocal decision collectively, even though the systems cannot separately deliver such results.

Rough Sets and Current Trends in Computing

By Chien-Chung Chan,Jerzy W. Grzymala-Busse,Wojciech P. Ziarko
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540884254
  • Total of Pages : 534
  • Category : Computers
  • Members : 872
  • Pdf File: rough-sets-and-current-trends-in-computing.pdf

Book Short Summary:

The articles in this volume were selected for presentation at the Sixth Inter- tional Conference on Rough Sets and Current Trends in Computing (RSCTC 2008), which took place on October 23–25 in Akron, Ohio, USA. The conference is a premier event for researchersand industrial professionals interested in the theory and applications of rough sets and related methodo- gies. Since its introduction over 25 years ago by Zdzislaw Pawlak, the theory of rough sets has grown internationally and matured, leading to novel applications and theoretical works in areas such as data mining and knowledge discovery, machine learning, neural nets, granular and soft computing, Web intelligence, pattern recognition and control. The proceedings of the conferences in this - ries, as well as in Rough Sets and Knowledge Technology (RSKT), and the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC) series report a variety of innovative applications of rough set theory and of its extensions. Since its inception, the mathematical rough set theory was closely connected to application ?elds of computer science and to other areas, such as medicine, which provided additional motivation for its further development and tested its real-life value. Consequently, rough set conferences emphasize the - teractionsandinterconnectionswith relatedresearchareas,providingforumsfor exchanging ideas and mutual learning. The latter aspect is particularly imp- tant since the development of rough set-related applications usually requires a combination of often diverse expertise in rough sets and an application ?eld.

Global Trends in Intelligent Computing Research and Development

By Tripathy, B.K.
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : IGI Global
  • Book Code : 1466649372
  • Total of Pages : 601
  • Category : Computers
  • Members : 747
  • Pdf File: global-trends-in-intelligent-computing-research-and-development.pdf

Book Short Summary:

As the amount of accumulated data across a variety of fields becomes harder to maintain, it is essential for a new generation of computational theories and tools to assist humans in extracting knowledge from this rapidly growing digital data. Global Trends in Intelligent Computing Research and Development brings together recent advances and in depth knowledge in the fields of knowledge representation and computational intelligence. Highlighting the theoretical advances and their applications to real life problems, this book is an essential tool for researchers, lecturers, professors, students, and developers who have seek insight into knowledge representation and real life applications.

Uncertainty Management with Fuzzy and Rough Sets

By Rafael Bello,Rafael Falcon,José Luis Verdegay
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 303010463X
  • Total of Pages : 413
  • Category : Technology & Engineering
  • Members : 424
  • Pdf File: uncertainty-management-with-fuzzy-and-rough-sets.pdf

Book Short Summary:

This book offers a timely overview of fuzzy and rough set theories and methods. Based on selected contributions presented at the International Symposium on Fuzzy and Rough Sets, ISFUROS 2017, held in Varadero, Cuba, on October 24-26, 2017, the book also covers related approaches, such as hybrid rough-fuzzy sets and hybrid fuzzy-rough sets and granular computing, as well as a number of applications, from big data analytics, to business intelligence, security, robotics, logistics, wireless sensor networks and many more. It is intended as a source of inspiration for PhD students and researchers in the field, fostering not only new ideas but also collaboration between young researchers and institutions and established ones.

Foundations of Intelligent Systems

By Ning Zhong,Zbigniew W. Ras,Shusaku Tsumoto,Einoshin Suzuki
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 354039592X
  • Total of Pages : 700
  • Category : Computers
  • Members : 257
  • Pdf File: foundations-of-intelligent-systems.pdf

Book Short Summary:

This volume contains the papers selected for presentation at the 14th International Symposium on Methodologies for Intelligent Systems, ISMIS 2003, held in Maebashi City, Japan, 28–31 October, 2003. The symposium was organized by the Maebashi Institute of Technology in co-operation with the Japanese Society for Artificial Intelligence. It was sponsored by the Maebashi Institute of Technology, Maebashi Convention Bureau, Maebashi City Government, Gunma Prefecture Government, US AFOSR/AOARD, the Web Intelligence Consortium (Japan), Gunma Information Service Industry Association, and Ryomo Systems Co., Ltd. ISMIS is a conference series that was started in 1986 in Knoxville, Tennessee. Since then it has been held in Charlotte (North Carolina), Knoxville (Tennessee), Turin (Italy), Trondheim (Norway), Warsaw (Poland), Zakopane (Poland), and Lyon (France). The program committee selected the following major areas for ISMIS 2003: active media human-computer interaction, autonomic and evolutionary computation, intelligent agent technology, intelligent information retrieval, intelligent information systems, knowledge representation and integration, knowledge discovery and data mining, logic for artificial intelligence, soft computing, and Web intelligence.

Pattern Recognition And Big Data

By Pal Sankar Kumar,Pal Amita
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : World Scientific
  • Book Code : 9813144564
  • Total of Pages : 876
  • Category : Computers
  • Members : 227
  • Pdf File: pattern-recognition-and-big-data.pdf

Book Short Summary:

Containing twenty six contributions by experts from all over the world, this book presents both research and review material describing the evolution and recent developments of various pattern recognition methodologies, ranging from statistical, linguistic, fuzzy-set-theoretic, neural, evolutionary computing and rough-set-theoretic to hybrid soft computing, with significant real-life applications. Pattern Recognition and Big Data provides state-of-the-art classical and modern approaches to pattern recognition and mining, with extensive real life applications. The book describes efficient soft and robust machine learning algorithms and granular computing techniques for data mining and knowledge discovery; and the issues associated with handling Big Data. Application domains considered include bioinformatics, cognitive machines (or machine mind developments), biometrics, computer vision, the e-nose, remote sensing and social network analysis.

Encyclopedia of Information Science and Technology, Second Edition

By Khosrow-Pour, Mehdi
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : IGI Global
  • Book Code : 1605660272
  • Total of Pages : 5266
  • Category : Business & Economics
  • Members : 437
  • Pdf File: encyclopedia-of-information-science-and-technology-second-edition.pdf

Book Short Summary:

"This set of books represents a detailed compendium of authoritative, research-based entries that define the contemporary state of knowledge on technology"--Provided by publisher.

Data Mining and Knowledge Discovery Handbook

By Oded Maimon,Lior Rokach
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Science & Business Media
  • Book Code : 038725465X
  • Total of Pages : 1383
  • Category : Computers
  • Members : 412
  • Pdf File: data-mining-and-knowledge-discovery-handbook.pdf

Book Short Summary:

Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository. This book first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including classic methods plus the extensions and novel methods developed recently. This volume concludes with in-depth descriptions of data mining applications in various interdisciplinary industries including finance, marketing, medicine, biology, engineering, telecommunications, software, and security. Data Mining and Knowledge Discovery Handbook is designed for research scientists and graduate-level students in computer science and engineering. This book is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management.

Advances in Secure Computing, Internet Services, and Applications

By Tripathy, B.K.
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : IGI Global
  • Book Code : 1466649410
  • Total of Pages : 405
  • Category : Computers
  • Members : 781
  • Pdf File: advances-in-secure-computing-internet-services-and-applications.pdf

Book Short Summary:

Technological advancements have extracted a vast amount of useful knowledge and information for applications and services. These developments have evoked intelligent solutions that have been utilized in efforts to secure this data and avoid potential complex problems. Advances in Secure Computing, Internet Services, and Applications presents current research on the applications of computational intelligence in order to focus on the challenge humans face when securing knowledge and data. This book is a vital reference source for researchers, lecturers, professors, students, and developers, who have interest in secure computing and recent advanced in real life applications.

Partial Covers, Reducts and Decision Rules in Rough Sets

By Mikhail Ju. Moshkov,Marcin Piliszczuk,Beata Zielosko
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540690298
  • Total of Pages : 152
  • Category : Computers
  • Members : 470
  • Pdf File: partial-covers-reducts-and-decision-rules-in-rough-sets.pdf

Book Short Summary:

This book covers the theoretical and experimental study of partial reducts and partial decision rules on the basis of the study of partial covers. It details the results of numerous experiments with randomly generated and real-life decision tables.

Rough Sets and Knowledge Technology

By Duoqian Miao,Witold Pedrycz,Dominik Ślȩzak,Georg Peters,Qinghua Hu,Ruizhi Wang
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3319117408
  • Total of Pages : 867
  • Category : Computers
  • Members : 663
  • Pdf File: rough-sets-and-knowledge-technology.pdf

Book Short Summary:

This book constitutes the thoroughly refereed conference proceedings of the 9th International Conference on Rough Sets and Knowledge Technology, RSKT 2014, held in Shanghai, China, in October 2014. The 70 papers presented were carefully reviewed and selected from 162 submissions. The papers in this volume cover topics such as foundations and generalizations of rough sets, attribute reduction and feature selection, applications of rough sets, intelligent systems and applications, knowledge technology, domain-oriented data-driven data mining, uncertainty in granular computing, advances in granular computing, big data to wise decisions, rough set theory, and three-way decisions, uncertainty, and granular computing.

Internet of Things (IoT)

By BK Tripathy,J Anuradha
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : CRC Press
  • Book Code : 1351980297
  • Total of Pages : 334
  • Category : Technology & Engineering
  • Members : 291
  • Pdf File: internet-of-things.pdf

Book Short Summary:

The term IoT, which was first proposed by Kevin Ashton, a British technologist, in 1999 has the potential to impact everything from new product opportunities to shop floor optimization to factory worker efficiency gains, that will power top-line and bottom-line gains. As IoT technology is being put to diversified use, the current technology needs to be improved to enhance privacy and built secure devices by adopting a security-focused approach, reducing the amount of data collected, increasing transparency and providing consumers with a choice to opt out. Therefore, the current volume has been compiled, in an effort to draw the various issues in IoT, challenges faced and existing solutions so far. Key Points: • Provides an overview of basic concepts and technologies of IoT with communication technologies ranging from 4G to 5G and its architecture. • Discusses recent security and privacy studies and social behavior of human beings over IoT. • Covers the issues related to sensors, business model, principles, paradigms, green IoT and solutions to handle relevant challenges. • Presents the readers with practical ideas of using IoT, how it deals with human dynamics, the ecosystem, the social objects and their relation. • Deals with the challenges involved in surpassing diversified architecture, protocol, communications, integrity and security.

Fuzzy Systems Engineering

By Witold Pedrycz,Fernando Gomide
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : John Wiley & Sons
  • Book Code : 9780470168950
  • Total of Pages : 544
  • Category : Technology & Engineering
  • Members : 223
  • Pdf File: fuzzy-systems-engineering.pdf

Book Short Summary:

A self-contained treatment of fuzzy systems engineering, offering conceptual fundamentals, design methodologies, development guidelines, and carefully selected illustrative material Forty years have passed since the birth of fuzzy sets, in which time a wealth of theoretical developments, conceptual pursuits, algorithmic environments, and other applications have emerged. Now, this reader-friendly book presents an up-to-date approach to fuzzy systems engineering, covering concepts, design methodologies, and algorithms coupled with interpretation, analysis, and underlying engineering knowledge. The result is a holistic view of fuzzy sets as a fundamental component of computational intelligence and human-centric systems. Throughout the book, the authors emphasize the direct applicability and limitations of the concepts being discussed, and historical and bibliographical notes are included in each chapter to help readers view the developments of fuzzy sets from a broader perspective. A radical departure from current books on the subject, Fuzzy Systems Engineering presents fuzzy sets as an enabling technology whose impact, contributions, and methodology stretch far beyond any specific discipline, making it applicable to researchers and practitioners in engineering, computer science, business, medicine, bioinformatics, and computational biology. Additionally, three appendices and classroom-ready electronic resources make it an ideal textbook for advanced undergraduate- and graduate-level courses in engineering and science.

Rough Sets: Selected Methods and Applications in Management and Engineering

By Georg Peters,Pawan Lingras,Dominik Ślęzak,Yiyu Yao
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Science & Business Media
  • Book Code : 1447127609
  • Total of Pages : 214
  • Category : Computers
  • Members : 700
  • Pdf File: rough-sets.pdf

Book Short Summary:

Rough Set Theory, introduced by Pawlak in the early 1980s, has become an important part of soft computing within the last 25 years. However, much of the focus has been on the theoretical understanding of Rough Sets, with a survey of Rough Sets and their applications within business and industry much desired. Rough Sets: Selected Methods and Applications in Management and Engineering provides context to Rough Set theory, with each chapter exploring a real-world application of Rough Sets. Rough Sets is relevant to managers striving to improve their businesses, industry researchers looking to improve the efficiency of their solutions, and university researchers wanting to apply Rough Sets to real-world problems.