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Title Advances in type-2 fuzzy sets and systems : theory and applications / Alireza Sadeghian, Jerry M. Mendel, Hooman Tahayori, editors
Published New York, NY : Springer, ©2013


Description 1 online resource
Series Studies in fuzziness and soft computing, 1434-9922 ; v. 301
Studies in fuzziness and soft computing ; v. 301.
Contents 880-01 Keynotes. Big Data Begets Big Database Theory / Dan Suciu -- Compilation and Synthesis in Big Data Analytics / Christoph Koch -- The Providence of Provenance / Peter Buneman -- Tutorials. A Tutorial on Trained Systems: A New Generation of Data Management Systems? / Christopher Ré -- Querying Big Social Data / Wenfei Fan -- Panel. Database Research Challenges and Opportunities of Big Graph Data / Alexandra Poulovassilis -- Query and Update Processing. Adapting to Node Failure in Sensor Network Query Processing / Alan B. Stokes, Alvaro A.A. Fernandes, Norman W. Paton -- Loop Elimination for Database Updates / Vadim Savenkov, Reinhard Pichler, Christoph Koch -- Relational Storage. Append Storage in Multi-Version Databases on Flash / Robert Gottstein, Ilia Petrov, Alejandro Buchmann -- Lossless Horizontal Decomposition with Domain Constraints on Interpreted Attributes / Ingo Feinerer, Enrico Franconi, Paolo Guagliardo
880-01/(S Spatial Data and Indexing. Assessing the Completeness of Geographical Data / Simon Razniewski, Werner Nutt -- A Comprehensive Study of iDistance Partitioning Strategies for kNN Queries and High-Dimensional Data Indexing / Michael A. Schuh [and others] -- Extending High-Dimensional Indexing Techniques Pyramid and iMinMax(θ): Lessons Learned / Karthik Ganesan Pillai [and others] -- Data Extraction and Social Networks. A Game Theory Based Approach for Community Detection in Social Networks / Lihua Zhou [and others] -- A Learning Classifier-Based Approach to Aligning Data Items and Labels / Neil Anderson, Jun Hong -- Self-supervised Automated Wrapper Generation for Weblog Data Extraction / George Gkotsis [and others]
Benchmarking. MatchBench: Benchmarking Schema Matching Algorithms for Schematic Correspondences / Chenjuan Guo [and others] -- Towards Performance Evaluation of Semantic Databases Management Systems / Bery Mbaiossoum, Ladjel Bellatreche, Stéphane Jean -- XML Query Processing. On the Connections between Relational and XML Probabilistic Data Models / Antoine Amarilli, Pierre Senellart -- On Bridging Relational and Document-Centric Data Stores / John Roijackers, George H.L. Fletcher -- Fast Multi-update Operations on Compressed XML Data / Stefan Böttcher, Rita Hartel, Thomas Jacobs -- A Practical Approach to Holistic B-Twig Pattern Matching for Efficient XML Query Processing / Dabin Ding [and others] -- Big Data. Representing MapReduce Optimisations in the Nested Relational Calculus / Marek Grabowski, Jan Hidders, Jacek Sroka -- Bisimulation Reduction of Big Graphs on MapReduce / Yongming Luo [and others] -- Sampling Estimators for Parallel Online Aggregation / Chengjie Qin, Florin Rusu -- The Business Network Data Management Platform / Daniel Ritter
Summary This book explores recent developments in the theoretical foundations and novel applications of general and interval type-2 fuzzy sets and systems, including: algebraic properties of type-2 fuzzy sets, geometric-based definition of type-2 fuzzy set operators, generalizations of the continuous KM algorithm, adaptiveness and novelty of interval type-2 fuzzy logic controllers, relations between conceptual spaces and type-2 fuzzy sets, type-2 fuzzy logic systems versus perceptual computers; modeling human perception of real world concepts with type-2 fuzzy sets, different methods for generating membership functions of interval and general type-2 fuzzy sets, and applications of interval type-2 fuzzy sets to control, machine tooling, image processing and diet. The applications demonstrate the appropriateness of using type-2 fuzzy sets and systems in real world problems that are characterized by different degrees of uncertainty
Analysis Engineering
Artificial intelligence
Computational Intelligence
Notes Includes index
Online resource; title from PDF title page (SpringerLink, viewed July 9, 2013)
Subject Fuzzy sets.
Fuzzy sets.
Form Electronic book
Author Sadeghian, Alireza
Mendel, Jerry M., 1938-
Tahayori, Hooman
ISBN 9781461466666