Rough Sets and Knowledge Technology
Title | Rough Sets and Knowledge Technology PDF eBook |
Author | Duoqian Miao |
Publisher | Springer |
Pages | 877 |
Release | 2014-09-25 |
Genre | Computers |
ISBN | 3319117408 |
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.
Thriving Rough Sets
Title | Thriving Rough Sets PDF eBook |
Author | Guoyin Wang |
Publisher | Springer |
Pages | 433 |
Release | 2017-04-28 |
Genre | Technology & Engineering |
ISBN | 3319549669 |
This special book is dedicated to the memory of Professor Zdzisław Pawlak, the father of rough set theory, in order to commemorate both the 10th anniversary of his passing and 35 years of rough set theory. The book consists of 20 chapters distributed into four sections, which focus in turn on a historical review of Professor Zdzisław Pawlak and rough set theory; a review of the theory of rough sets; the state of the art of rough set theory; and major developments in rough set based data mining approaches. Apart from Professor Pawlak’s contributions to rough set theory, other areas he was interested in are also included. Moreover, recent theoretical studies and advances in applications are also presented. The book will offer a useful guide for researchers in Knowledge Engineering and Data Mining by suggesting new approaches to solving the problems they encounter.
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing
Title | Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing PDF eBook |
Author | Yiyu Yao |
Publisher | Springer |
Pages | 505 |
Release | 2015-11-21 |
Genre | Computers |
ISBN | 3319257838 |
This book constitutes the refereed conference proceedings of the 15th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2015, held in Tianjin, China in November 2015 as one of the co-located conference of the 2015 Joint Rough Set Symposium, JRS 2015. The 44 papers were carefully reviewed and selected from 97 submissions. The papers in this volume cover topics such as rough sets: the experts speak; generalized rough sets; rough sets and graphs; rough and fuzzy hybridization; granular computing; data mining and machine learning; three-way decisions; IJCRS 2015 data challenge.
Encyclopedia of Information Science and Technology, Fourth Edition
Title | Encyclopedia of Information Science and Technology, Fourth Edition PDF eBook |
Author | Khosrow-Pour, D.B.A., Mehdi |
Publisher | IGI Global |
Pages | 8356 |
Release | 2017-06-20 |
Genre | Computers |
ISBN | 1522522565 |
In recent years, our world has experienced a profound shift and progression in available computing and knowledge sharing innovations. These emerging advancements have developed at a rapid pace, disseminating into and affecting numerous aspects of contemporary society. This has created a pivotal need for an innovative compendium encompassing the latest trends, concepts, and issues surrounding this relevant discipline area. During the past 15 years, the Encyclopedia of Information Science and Technology has become recognized as one of the landmark sources of the latest knowledge and discoveries in this discipline. The Encyclopedia of Information Science and Technology, Fourth Edition is a 10-volume set which includes 705 original and previously unpublished research articles covering a full range of perspectives, applications, and techniques contributed by thousands of experts and researchers from around the globe. This authoritative encyclopedia is an all-encompassing, well-established reference source that is ideally designed to disseminate the most forward-thinking and diverse research findings. With critical perspectives on the impact of information science management and new technologies in modern settings, including but not limited to computer science, education, healthcare, government, engineering, business, and natural and physical sciences, it is a pivotal and relevant source of knowledge that will benefit every professional within the field of information science and technology and is an invaluable addition to every academic and corporate library.
Introduction to Interval Analysis
Title | Introduction to Interval Analysis PDF eBook |
Author | Ramon E. Moore |
Publisher | SIAM |
Pages | 223 |
Release | 2009-01-01 |
Genre | Mathematics |
ISBN | 089871771X |
An update on the author's previous books, this introduction to interval analysis provides an introduction to INTLAB, a high-quality, comprehensive MATLAB toolbox for interval computations, making this the first interval analysis book that does with INTLAB what general numerical analysis texts do with MATLAB.
ICT and Critical Infrastructure: Proceedings of the 48th Annual Convention of Computer Society of India- Vol II
Title | ICT and Critical Infrastructure: Proceedings of the 48th Annual Convention of Computer Society of India- Vol II PDF eBook |
Author | Suresh Chandra Satapathy |
Publisher | Springer Science & Business Media |
Pages | 780 |
Release | 2013-10-19 |
Genre | Technology & Engineering |
ISBN | 3319030957 |
This volume contains 85 papers presented at CSI 2013: 48th Annual Convention of Computer Society of India with the theme “ICT and Critical Infrastructure”. The convention was held during 13th –15th December 2013 at Hotel Novotel Varun Beach, Visakhapatnam and hosted by Computer Society of India, Vishakhapatnam Chapter in association with Vishakhapatnam Steel Plant, the flagship company of RINL, India. This volume contains papers mainly focused on Data Mining, Data Engineering and Image Processing, Software Engineering and Bio-Informatics, Network Security, Digital Forensics and Cyber Crime, Internet and Multimedia Applications and E-Governance Applications.
Knowledge Discovery in Spatial Data
Title | Knowledge Discovery in Spatial Data PDF eBook |
Author | Yee Leung |
Publisher | Springer Science & Business Media |
Pages | 381 |
Release | 2010-03-14 |
Genre | Social Science |
ISBN | 3642026648 |
When I ?rst came across the term data mining and knowledge discovery in databases, I was excited and curious to ?nd out what it was all about. I was excited because the term tends to convey a new ?eld that is in the making. I was curious because I wondered what it was doing that the other ?elds of research, such as statistics and the broad ?eld of arti?cial intelligence, were not doing. After reading up on the literature, I have come to realize that it is not much different from conventional data analysis. The commonly used de?nition of knowledge discovery in databases: “the non-trivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data” is actually in line with the core mission of conventional data analysis. The process employed by conventional data analysis is by no means trivial, and the patterns in data to be unraveled have, of course, to be valid, novel, useful and understandable. Therefore, what is the commotion all about? Careful scrutiny of the main lines of research in data mining and knowledge discovery again told me that they are not much different from that of conventional data analysis. Putting aside data warehousing and database m- agement aspects, again a main area of research in conventional database research, the rest of the tasks in data mining are largely the main concerns of conventional data analysis.