Rough Sets and Current Trends in Computing Third International Conference, RSCTC 2002, Malvern, PA, USA, October 14-16, 2002. Proceedings /
This volume contains the papers selected for presentation at the Third Inter- tional Conference on Rough Sets and Current Trends in Computing (RSCTC 2002) held at Penn State Great Valley, Malvern, Pennsylvania, U.S.A., 14-16 October 2002. Rough set theoryand its applications constitute a branch of s...
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| Other Authors: | , , , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2002.
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| Edition: | 1st ed. 2002. |
| Series: | Lecture Notes in Artificial Intelligence ;
2475 |
| Subjects: | |
| Online Access: | Full Text via HEAL-Link |
Table of Contents:
- Keynote Papers
- In Pursuit of Patterns in Data Reasoning from Data - The Rough Set Way
- Toward a Theory of Hierarchical Definability (THD)
- Plenary Papers
- Modelling Biological Phenomena with Rough Sets
- Database Mining on Derived Attributes Granular and Rough Computing Approach
- A Proposed Evolutionary, Self-Organizing Automaton for the Control of Dynamic Systems
- Rough Set Analysis of Preference-Ordered Data
- Fuzzy Sets, Multi-valued Mappings, and Rough Sets
- Foundations and Methods I
- Investigating the Choice of l and u Values in the Extended Variable Precision Rough Sets Model
- A Quantitative Analysis of Preclusivity vs. Similarity Based Rough Approximations
- Heyting Wajsberg Algebras as an Abstract Environment Linking Fuzzy and Rough Sets
- Dominance-Based Rough Set Approach Using Possibility and Necessity Measures
- Generalized Decision Algorithms, Rough Inference Rules, and Flow Graphs
- Generalized Rough Sets and Rule Extraction
- Towards a Mereological System for Direct Products and Relations
- On the Structure of Rough Approximations
- Modification of Weights of Conflict Profile's Elements and Dependencies of Attributes in Consensus Model
- Reasoning about Information Granules Based on Rough Logic
- Foundations and Methods II
- A Rough Set Framework for Learning in a Directed Acyclic Graph
- On Compressible Information Systems
- Functional Dependencies in Relational Expressions Based on Or-Sets
- On Asymptotic Properties of Rough- Set- Theoretic Approximations. Fractal Dimension, Exact Sets, and Rough Inclusion in Potentially Infinite Information Systems
- About Tolerance and Similarity Relations in Information Systems
- Rough Sets, Guarded Command Language, and Decision Rules
- Collaborative Query Processing in DKS Controlled by Reducts
- A New Method for Determining of Extensions and Restrictions of Information Systems
- A Logic Programming Framework for Rough Sets
- Attribute Core of Decision Table
- Foundations and Methods III
- Signal Analysis Using Rough Integrals
- How Much Privacy? - A System to Safe Guard Personal Privacy while Releasing Databases
- Rough Clustering: An Alternative to Find Meaningful Clusters by Using the Reducts from a Dataset
- Concept Learning with Approximation: Rough Version Spaces
- Variable Consistency Monotonic Decision Trees
- Importance and Interaction of Conditions in Decision Rules
- Time Complexity of Rough Clustering: GAs versus K-Means
- Induction of Decision Rules and Classification in the Valued Tolerance Approach
- Time Series Model Mining with Similarity-Based Neuro-fuzzy Networks and Genetic Algorithms: A Parallel Implementation
- Granular and Neuro Computing
- Closeness of Performance Map Information Granules: A Rough Set Approach
- Granular Computing on Binary Relations Analysis of Conflict and Chinese Wall Security Policy
- Measures of Inclusion and Closeness of Information Granules: A Rough Set Approach
- Rough Neurocomputing: A Survey of Basic Models of Neurocomputation
- Rough Neurocomputing Based on Hierarchical Classifiers
- Using Granular Objects in Multi-source Data Fusion
- Induction of Classification Rules by Granular Computing
- Probabilistic Reasoning
- Acquisition Methods for Contextual Weak Independence
- A Method for Detecting Context-Specific Independence in Conditional Probability Tables
- Properties of Weak Conditional Independence
- A Proposal of Probability of Rough Event Based on Probability of Fuzzy Event
- Approximate Bayesian Network Classifiers
- Accuracy and Coverage in Rough Set Rule Induction
- Statistical Test for Rough Set Approximation Based on Fisher's Exact Test
- Triangulation of Bayesian Networks: A Relational Database Perspective
- Data Mining, Machine Learning, and Pattern Recognition
- A New Version of Rough Set Exploration System
- Local Attribute Value Grouping for Lazy Rule Induction
- Incomplete Data Decomposition for Classification
- Extension of Relational Management Systems with Data Mining Capabilities
- Reducing Number of Decision Rules by Joining
- Scalable Classification Method Based on Rough Sets
- Parallel Data Mining Experimentation Using Flexible Configurations
- An Optimization of Apriori Algorithm through the Usage of Parallel I/O and Hints
- Patterns in Information Maps
- Discernibility Matrix Approach to Exception Analysis
- Gastric Cancer Data Mining with Ordered Information
- Web Mining
- A Granular Approach for Analyzing the Degree of Affability of a Web Site
- Comparison of Classification Methods for Customer Attrition Analysis
- User Profile Model: A View from Artificial Intelligence
- Mining the Client's Life Cycle Behaviour in the Web
- PagePrompter: An Intelligent Web Agent Created Using Data Mining Techniques
- VPRSM Approach to WEB Searching
- Applications I
- Rough Set Approach to the Survival Analysis
- The Identification of Low-Paying Workplaces: An Analysis Using the Variable Precision Rough Sets Model
- A Search for the Best Data Mining Method to Predict Melanoma
- Towards the Classification of Musical Works: A Rough Set Approach
- Segmentation of Medical Images Based on Approximations in Rough Set Theory
- Adaptive Robust Estimation for Filtering Motion Vectors
- Rough Set Feature Selection and Diagnostic Rule Generation for Industrial Applications
- Applications II
- ?-Connected Approximations for Rough Sets
- Adaptive Classifier Construction: An Approach to Handwritten Digit Recognition
- The Application of Support Diagnose in Mitochondrial Encephalomyopathies
- Obstacle Classification by a Line-Crawling Robot: A Rough Neurocomputing Approach
- Rough Neural Network for Software Change Prediction
- Handling Spatial Uncertainty in Binary Images: A Rough Set Based Approach
- Evolutionary Algorithms and Rough Sets-Based Hybrid Approach to Classificatory Decomposition of Cortical Evoked Potentials
- Rough Mereological Localization and Navigation.
