Limit search to available items
Book Cover
E-book
Author RSFDGrC 2011 (2011 : Moscow, Russia)

Title Rough sets, fuzzy sets, data mining and granular computing : 13th international conference, RSFDGrC 2011, Moscow, Russia, June 25-27, 2011 : proceedings / Sergei O. Kuznetsov [and others] (eds.)
Published Berlin : Springer, 2011

Copies

Description 1 online resource (xiii, 370 pages) : illustrations
Series Lecture notes in computer science, 0302-9743 ; 6743. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science ; 6743. 0302-9743
Lecture notes in computer science. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence.
Contents Machine generated contents note: Construction and Analysis of Web-Based Computer Science Information Networks -- Towards Faster Estimation of Statistics and ODEs Under Interval, P-Box, and Fuzzy Uncertainty: From Interval Computations to Rough Set-Related Computations / Jiawei Han -- Rough Set Based Uncertain Knowledge Expressing and Processing / Vladik Kreinovich -- What is a Fuzzy Concept Lattice? II / Guoyin Wang -- Rough Set Based Ensemble Classifier / Radim Belohlavek -- Use of Rough Set Methods in Knowledge Discovery in Databases: Tutorial Abstract / C.A. Murthy / Suntan Saha / Sankar K. Pal -- Fuzzy-Rough Data Mining / Marcin Szczuka -- Dual Rough Approximations in Information Tables with Missing Values / Richard Jensen -- Rough Sets and General Basic Set Assignments / Michinori Nakata / Hiroshi Sakai -- General Tool-Based Approximation Framework Based on Partial Approximation of Sets / Tong-Jun Li / Wei-Zhi Wu -- ̂
Note continued: Creating Fuzzy Concepts: The One-Sided Threshold, Fuzzy Closure and Factor Analysis Methods / Than-Fang Fan / Churn-Jung Liau / Duen-Ren Liu -- Position Paper: Pragmatics in Fuzzy Theory / Valerie Cross and Meenakshi Kandasamy -- Regularization of Fuzzy Cognitive Maps for Hybrid Decision Support System / Karl Erich Wolff -- On Designing of Flexible Neuro-Fuzzy Systems for Nonlinear Modelling / Alexey N. Averkin and Sergei A. Kaunov -- Time Series Processing and Forecasting Using Soft Computing Tools / Krzysztof Cpatka / Olga Rebrova / Robert Novicki / Leszek Rutkowski -- Fuzzy Linear Programming -- Foreign Exchange Market / Nadezhda Yarushkina / Irina Perfilieva / Tatiana Afanasieva / Andrew Igonin / Anton Romanov / Valeria Shishkina -- Fuzzy Optimal Solution of Fuzzy Transportation Problems with Transshipments / Biljana R. Petreska / Tatjana D. Kolemisevska-Gugulovska / Geoigi M. Dimirovski -- Fuzzy Optimal Solution of Fully Fuzzy Project Crashing Problems with New Representation of LR Flat Fuzzy Numbers / Await Kumar / Ainarpreet Kaur / Manjot Kaur -- Prototype System for Rule Generation in Lipski's Incomplete Information Databases / Amit Kumar / Parrnpreet Kaur / Jagdeep Kaur -- How to Reconstruct the System's Dynamics by Differentiating Interval-Valued and Set-Valued Functions / Hiroshi Sakai / Michinori Nakata / Dominik Slezak -- Symbolic Galois Lattices with Pattern Structures / Karen Villaverde and Olga Kosheleva -- Multiarguinent Relationships in Fuzzy Databases with Attributes Represented by Interval-Valued Possibility Distributions / Prakhar Agarwal / Mehdi Kaytoue / Sergei O. Kuznetsov / Amedeo Napoli / Géraldine Polaillon -- Disjunctive Set-Valued Ordered Information Systems Based on Variable Precision Dominance Relation / Krzysztof Myszkorowski
Note continued: Interval-Valued Fuzzy Soft Set Approach for Normal Parameter Reduction / Guoyin Wang / Qing Shan Yang / Qing Hua Zhang -- Incorporating Game Theory in Feature Selection for Text Categorization / Xiugin Ma and Norrozila Sulaiman -- Attribute Reduction in Random Information Systems with Fuzzy Decisions / Nauman Azarn and JingTao Yao -- Discernibility-Matrix Method Based on the Hybrid of Equivalence and Dominance Relations / Wei-Zhi Wu and You-Hong Xu -- Studies on an Effective Algorithm to Reduce the Decision Matrix / Yon Li / Zhao / Na-Xin Sun / Xi-Zhao Wang / Jun-Hai Zhai -- Accumulated Cost Based Test-Cost-Sensitive Attribute Reduction / Takumu Nishimura / Yuiehi Kato / Tetsuro Saeki -- Approximate Bicluster and Tricluster Boxes in the Analysis of Binary Data / Heaping He and Fan Min -- From Triconcepts to Triclusters / Boris G. Mirkin and Andre?' Krarnarenko -- ̂ Learning Inverted Dirichlet Mixtures for Positive Data Clustering / Dmitrg Ignatov / Sergei O. Kuznetson / Ruslan A. Magizov / Leonid E. Zhukov -- Developing Additive Spectral Approach to Fuzzy Clustering / Taoufik Bdiri and Nizar Bouguila -- Data-Driven Adaptive Selection of Rules Quality Measures for Improving the Rules Induction Algorithm / Boris G. Mirkin and Susana Nascirnento -- Relationships between Depth and Number of Misclassifications for Decision Trees / Marek Sikora and Lukasz Wróbel -- Dynamic Successive Feed-Forward Neural Network for Learning Fuzzy Decision Tree / Igor Chikalov / Shahid Hussain / Mikhail Moshkov -- Improvement for Fast-Flux Service Networks Detection Based on Data Mining Techniques / Manu Pratap Singh -- Online Learning Algorithm for Ensemble of Decision Rules / Ziniu Chen / Jian Wang / Yujian Zhou / Chunping Li -- ̂ Automatic Image Annotation Baser! on Low-Level Features and Classification of the Statistical Classes / Igor Chikalov / Mikhail Moshkov / Beata Zielosko
Note continued: Machine Learning Methods in Character Recognition / Andrey Bronevich and Alexandra Melnichenko -- Liouville-Based Approach for Discrete Data Categorization / Lev Itskovich and Sergei Kuznetsov -- Image Recognition with a Large Database Using Method of Directed Enumeration Alternatives Modification / Nizar Bouguila -- Comparators for Compound Object Identification / Andrey V. Savchenko -- Measuring Implicit Attitudes in Human-Computer Interactions / Lukasz Sosnowski and Dominik Slezak -- Visualization of Semantic Network Fragments Using Multistripe Layout / Andrey Kiselev / Niyaz Abdikeev / Toyoaki Nishida -- Pawlak Collaboration Graph and Its Properties / Alexey Lakhno and Andrey Chepovskiy
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 seletion and reduction, clusters and concepts, rules and trees, image processing, and interactions and visualization
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Computer science -- Congresses
Fuzzy sets -- Congresses
Data mining -- Congresses
Soft computing -- Congresses
Informatique.
Computer science
Data mining
Fuzzy sets
Soft computing
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Kuznetsov, Sergei O.
LC no. 2011929500
ISBN 9783642218811
3642218814
Other Titles RSFDGrC 2011