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Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 3, 2005, Proceedings, Part I /
This volume contains the papers selected for presentation at the 10th Int- national Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2005, organized at the University of Regina, August 31st-September 3rd, 2005. This conference followed in the footsteps of inter- tio...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2005.
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| Edición: | 1st ed. 2005. |
| Colección: | Lecture Notes in Artificial Intelligence,
3641 |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Invited Papers
- Rough Sets and Flow Graphs
- A Modal Characterization of Indiscernibility and Similarity Relations in Pawlak's Information Systems
- Granular Computing with Shadowed Sets
- Rough Set Approximations
- Rough Sets and Higher Order Vagueness
- Approximation in Formal Concept Analysis
- Second-Order Rough Approximations in Multi-criteria Classification with Imprecise Evaluations and Assignments
- New Approach for Basic Rough Set Concepts
- A Partitional View of Concept Lattice
- Characterizations of Attributes in Generalized Approximation Representation Spaces
- Rough-Algebraic Foundations
- Proximity Spaces of Exact Sets
- Rough Group, Rough Subgroup and Their Properties
- Concept Lattices vs. Approximation Spaces
- Rough Sets over the Boolean Algebras
- Algebraic Approach to Generalized Rough Sets
- Logic for Rough Sets with Rough Double Stone Algebraic Semantics
- Feature Selection and Reduction
- On Partial Tests and Partial Reducts for Decision Tables
- The Second Attribute
- Pairwise Cores in Information Systems
- Data Preprocessing and Kappa Coefficient
- Incremental Attribute Reduction Based on Elementary Sets
- Finding Rough Set Reducts with SAT
- Feature Selection with Adjustable Criteria
- Feature Selection Based on Relative Attribute Dependency: An Experimental Study
- Reasoning in Information Systems
- On Consistent and Partially Consistent Extensions of Information Systems
- A New Treatment and Viewpoint of Information Tables
- Incomplete Data and Generalization of Indiscernibility Relation, Definability, and Approximations
- Discernibility Functions and Minimal Rules in Non-deterministic Information Systems
- Studies on Rough Sets in Multiple Tables
- Normalization in a Rough Relational Database
- Rough-Probabilistic Approaches
- Probabilistic Rough Sets
- Variable Precision Bayesian Rough Set Model and Its Application to Human Evaluation Data
- Variable Precision Rough Set Approach to Multiple Decision Tables
- Rough Membership and Bayesian Confirmation Measures for Parameterized Rough Sets
- Rough Sets Handling Missing Values Probabilistically Interpreted
- The Computational Complexity of Inference Using Rough Set Flow Graphs
- Rough-Fuzzy Hybridization
- Upper and Lower Probabilities of Fuzzy Events Induced by a Fuzzy Set-Valued Mapping
- Variable Precision Fuzzy Rough Sets Model in the Analysis of Process Data
- CRST: A Generalization of Rough Set Theory
- An Extension of Rough Approximation Quality to Fuzzy Classification
- Fuzzy Rules Generation Method for Classification Problems Using Rough Sets and Genetic Algorithms
- Multilayer FLC Design Based on RST
- Fuzzy Methods in Data Analysis
- Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model
- A New Feature Weighted Fuzzy Clustering Algorithm
- User-Driven Fuzzy Clustering: On the Road to Semantic Classification
- Evolutionary Computing
- Research on Clone Mind Evolution Algorithm
- A Study on the Global Convergence Time Complexity of Estimation of Distribution Algorithms
- Finding Minimal Rough Set Reducts with Particle Swarm Optimization
- MEA Based Nonlinearity Correction Algorithm for the VCO of LFMCW Radar Level Gauge
- Machine Learning
- On Degree of Dependence Based on Contingency Matrix
- Model Selection and Assessment for Classification Using Validation
- Dependency Bagging
- Combination of Metric-Based and Rule-Based Classification
- Combining Classifiers Based on OWA Operators with an Application to Word Sense Disambiguation
- System Health Prognostic Model Using Rough Sets
- Approximate and Uncertain Reasoning
- Live Logic TM : Method for Approximate Knowledge Discovery and Decision Making
- Similarity, Approximations and Vagueness
- Decision Theory = Performance Measure Theory + Uncertainty Theory
- Probabilistic Network Models
- The Graph-Theoretical Properties of Partitions and Information Entropy
- A Comparative Evaluation of Rough Sets and Probabilistic Network Algorithms on Learning Pseudo-independent Domains
- On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks
- Spatial and Temporal Reasoning
- Representing the Process Semantics in the Situation Calculus
- Modeling and Refining Directional Relations Based on Fuzzy Mathematical Morphology
- A Clustering Method for Spatio-temporal Data and Its Application to Soccer Game Records
- Hierarchical Information Maps
- Non-standard Logics
- Ordered Belief Fusion in Possibilistic Logic
- Description of Fuzzy First-Order Modal Logic Based on Constant Domain Semantics
- Arrow Decision Logic
- Transforming Information Systems
- A Discrete Event Control Based on EVALPSN Stable Model Computation
- Granular Computing
- Tolerance Relation Based Granular Space
- Discernibility-Based Variable Granularity and Kansei Representations
- Rough Set Approximation Based on Dynamic Granulation
- Granular Logic with Closeness Relation and Its Reasoning
- Ontological Framework for Approximation
- Table Representations of Granulations Revisited.