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Rough Sets and Current Trends in Computing

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Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Decision Networks
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    Chapter 2 Toward Rough Set Foundations. Mereological Approach
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    Chapter 3 Generalizations of Rough Sets: From Crisp to Fuzzy Cases
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    Chapter 4 Investigation about Time Monotonicity of Similarity and Preclusive Rough Approximations in Incomplete Information Systems
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    Chapter 5 The Ordered Set of Rough Sets
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    Chapter 6 A Comparative Study of Formal Concept Analysis and Rough Set Theory in Data Analysis
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    Chapter 7 Structure of Rough Approximations Based on Molecular Lattices
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    Chapter 8 Rough Approximations under Level Fuzzy Sets
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    Chapter 9 Fuzzy-Rough Modus Ponens and Modus Tollens as a Basis for Approximate Reasoning
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    Chapter 10 Rough Truth, Consequence, Consistency and Belief Revision
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    Chapter 11 A Note on Ziarko’s Variable Precision Rough Set Model and Nonmonotonic Reasoning
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    Chapter 12 Fuzzy Reasoning Based on Propositional Modal Logic
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    Chapter 13 Approximation Spaces and Information Granulation
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    Chapter 14 Granular Language and Its Applications in Problem Solving
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    Chapter 15 Belief Reasoning, Revision and Fusion by Matrix Algebra
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    Chapter 16 On the Correspondence between Approximations and Similarity
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    Chapter 17 Toward Rough Knowledge Bases with Quantitative Measures
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    Chapter 18 Considering Semantic Ambiguity and Indistinguishability for Values of Membership Attribute in Possibility-Based Fuzzy Relational Models
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    Chapter 19 Research on Integrating Ordbms and Rough Set Theory
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    Chapter 20 Feature Subset Selection Based on Relative Dependency between Attributes
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    Chapter 21 Granular Computing on Extensional Functional Dependencies for Information System
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    Chapter 22 Greedy Algorithm for Decision Tree Construction in Context of Knowledge Discovery Problems
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    Chapter 23 GAMInG – A Framework for Generalization of Association Mining via Information Granulation
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    Chapter 24 Mining Un-interpreted Generalized Association Rules by Linear Inequalities
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    Chapter 25 A Graded Applicability of Rules
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    Chapter 26 On the Degree of Independence of a Contingency Matrix
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    Chapter 27 K Nearest Neighbor Classification with Local Induction of the Simple Value Difference Metric
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    Chapter 28 A Note on the Regularization Algorithm
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    Chapter 29 Characteristic Relations for Incomplete Data: A Generalization of the Indiscernibility Relation
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    Chapter 30 Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values
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    Chapter 31 Bayesian Confirmation Measures within Rough Set Approach
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    Chapter 32 Discovering Maximal Potentially Useful Association Rules Based on Probability Logic
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    Chapter 33 Semantics and Syntactic Patterns in Data
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    Chapter 34 Dialogue in Rough Context
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    Chapter 35 Constrained Sums of Information Systems
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    Chapter 36 Defeasible Deontic Control for Discrete Events Based on EVALPSN
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    Chapter 37 Rough Set Based Fuzzy Modeling by Occupancy Degree and Optimal Partition of Projection
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    Chapter 38 A Novel High Performance Fuzzy Controller Applied to Traffic Control of ATM Networks
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    Chapter 39 Design of a Speed Drive Based on Fuzzy Logic for a Dual Three-Phase Induction Motor
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    Chapter 40 Rough Set Theory Analysis on Decision Subdivision
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    Chapter 41 Rough Set Methods in Approximation of Hierarchical Concepts
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    Chapter 42 Classifiers Based on Two-Layered Learning
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    Chapter 43 Rough Fuzzy Integrals for Information Fusion and Classification
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    Chapter 44 Towards Jointree Propagation with Conditional Probability Distributions
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    Chapter 45 Condition Class Classification Stability in RST due to Continuous Value Discretisation
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    Chapter 46 The Rough Bayesian Model for Distributed Decision Systems
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    Chapter 47 On Learnability of Decision Tables
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    Chapter 48 Remarks on Approximation Quality in Variable Precision Fuzzy Rough Sets Model
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    Chapter 49 The Elucidation of an Iterative Procedure to ß -Reduct Selection in the Variable Precision Rough Sets Model
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    Chapter 50 A Logic-Based Framework for Qualitative Spatial Reasoning in Mobile GIS Environment
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    Chapter 51 Spatial Object Modeling in Intuitionistic Fuzzy Topological Spaces
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    Chapter 52 Rough Spatial Interpretation
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    Chapter 53 A Scalable Rough Set Knowledge Reduction Algorithm
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    Chapter 54 Tree-Like Parallelization of Reduct and Construct Computation
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    Chapter 55 Heuristically Fast Finding of the Shortest Reducts
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    Chapter 56 Study on Reduct and Core Computation in Incompatible Information Systems
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    Chapter 57 The Part Reductions in Information Systems
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    Chapter 58 Rules from Belief Networks: A Rough Set Approach
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    Chapter 59 The Bagging and n 2 -Classifiers Based on Rules Induced by MODLEM
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    Chapter 60 A Parallel Approximate Rule Extracting Algorithm Based on the Improved Discernibility Matrix
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    Chapter 61 Decision Rules in Multivalued Decision Systems
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    Chapter 62 Multicriteria Choice and Ranking Using Decision Rules Induced from Rough Approximation of Graded Preference Relations
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    Chapter 63 Measuring the Expected Impact of Decision Rule Application
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    Chapter 64 Detection of Differences between Syntactic and Semantic Similarities
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    Chapter 65 Processing of Musical Data Employing Rough Sets and Artificial Neural Networks
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    Chapter 66 Integration of Rough Set and Neural Network for Application of Generator Fault Diagnosis
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    Chapter 67 Harnessing Classifier Networks – Towards Hierarchical Concept Construction
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    Chapter 68 Associative Historical Knowledge Extraction from the Structured Memory
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    Chapter 69 Utilizing Rough Sets and Multi-objective Genetic Algorithms for Automated Clustering
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    Chapter 70 Towards Missing Data Imputation: A Study of Fuzzy K-means Clustering Method
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    Chapter 71 K-means Indiscernibility Relation over Pixels
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    Chapter 72 A New Cluster Validity Function Based on the Modified Partition Fuzzy Degree
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    Chapter 73 On the Evolution of Rough Set Exploration System
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    Chapter 74 Discovering Maximal Frequent Patterns in Sequence Groups
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    Chapter 75 Fuzzy Taxonomic, Quantitative Database and Mining Generalized Association Rules
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    Chapter 76 Pattern Mining for Time Series Based on Cloud Theory Pan-concept-tree
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    Chapter 77 Using Rough Set Theory for Detecting the Interaction Terms in a Generalized Logit Model
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    Chapter 78 Optimization of the ABCD Formula for Melanoma Diagnosis Using C4.5, a Data Mining System
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    Chapter 79 A Contribution to Decision Tree Construction Based on Rough Set Theory
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    Chapter 80 Domain Knowledge Approximation in Handwritten Digit Recognition
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    Chapter 81 An Automatic Analysis System for Firearm Identification Based on Ballistics Projectile
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    Chapter 82 Granulation Based Image Texture Recognition
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    Chapter 83 Radar Emitter Signal Recognition Based on Resemblance Coefficient Features
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    Chapter 84 Vehicle Tracking Using Image Processing Techniques
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    Chapter 85 Classification of Swallowing Sound Signals: A Rough Set Approach
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    Chapter 86 Emotional Temporal Difference Learning Based Multi-layer Perceptron Neural Network Application to a Prediction of Solar Activity
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    Chapter 87 Musical Metadata Retrieval with Flow Graphs
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    Chapter 88 A Fuzzy-Rough Method for Concept-Based Document Expansion
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    Chapter 89 Use of Preference Relation for Text Categorization
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    Chapter 90 An Expert System for the Utilisation of the Variable Precision Rough Sets Model
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    Chapter 91 Application of Decision Units in Knowledge Engineering
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    Chapter 92 Fuzzy Decision Support System with Rough Set Based Rules Generation Method
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    Chapter 93 Approximate Petri Nets for Rule-Based Decision Making
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    Chapter 94 Adaptive Linear Market Value Functions for Targeted Marketing
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    Chapter 95 Using Markov Models to Define Proactive Action Plans for Users at Multi-viewpoint Websites
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    Chapter 96 A Guaranteed Global Convergence Particle Swarm Optimizer
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    Chapter 97 Adaptive Dynamic Clone Selection Algorithms
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    Chapter 98 Multiobjective Optimization Based on Coevolutionary Algorithm
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    Chapter 99 Extracting Protein-Protein Interaction Sentences by Applying Rough Set Data Analysis
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    Chapter 100 Feature Synthesis and Extraction for the Construction of Generalized Properties of Amino Acids
  102. Altmetric Badge
    Chapter 101 Improvement of the Needleman-Wunsch Algorithm
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    Chapter 102 The Alignment of the Medical Subject Headings to the Gene Ontology and Its Application in Gene Annotation
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    Chapter 103 Rough Set Methodology in Clinical Practice: Controlled Hospital Trial of the MET System
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    Chapter 104 An Automated Multi-spectral MRI Segmentation Algorithm Using Approximate Reducts
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    Chapter 105 Rough Set-Based Classification of EEG-Signals to Detect Intraoperative Awareness: Comparison of Fuzzy and Crisp Discretization of Real Value Attributes
  107. Altmetric Badge
    Chapter 106 Fuzzy Logic-Based Modeling of the Biological Regulator of Blood Glucose
  108. Altmetric Badge
    Chapter 107 The Rough Set Database System: An Overview
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Title
Rough Sets and Current Trends in Computing
Published by
Springer Berlin Heidelberg, June 2004
DOI 10.1007/b97961
ISBNs
978-3-54-022117-3, 978-3-54-025929-9
Editors

Tsumoto, Shusaku, Słowiński, Roman, Komorowski, Jan, Grzymała-Busse, Jerzy W.

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The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Portugal 1 20%
Brazil 1 20%
Unknown 3 60%

Demographic breakdown

Readers by professional status Count As %
Researcher 2 40%
Student > Master 1 20%
Unknown 2 40%
Readers by discipline Count As %
Mathematics 1 20%
Computer Science 1 20%
Agricultural and Biological Sciences 1 20%
Unknown 2 40%