Pub. Date:
Springer Berlin Heidelberg
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 2, 2005, Proceedings, Part II / Edition 1

Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 2, 2005, Proceedings, Part II / Edition 1


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Product Details

ISBN-13: 9783540286608
Publisher: Springer Berlin Heidelberg
Publication date: 09/21/2005
Series: Lecture Notes in Computer Science , #3642
Edition description: 2005
Pages: 748
Product dimensions: 6.10(w) x 9.25(h) x 0.06(d)

Table of Contents

Invited Papers.- Generalizing Rough Set Theory Through Dominance-Based Rough Set Approach.- Approximate Boolean Reasoning Approach to Rough Sets and Data Mining.- Towards Human-Level Web Intelligence.- Rough Set Software.- Credibility Coefficients in ARES Rough Set Exploration System.- DIXER – Distributed Executor for Rough Set Exploration System.- : A Rough Knowledge Base System.- Data Mining.- A Classification Model: Syntax and Semantics for Classification.- “Rule + Exception” Strategies for Knowledge Management and Discovery.- Outlier Detection Using Rough Set Theory.- Reverse Prediction.- Prediction Mining – An Approach to Mining Association Rules for Prediction.- A Rough Set Based Model to Rank the Importance of Association Rules.- Hybrid and Hierarchical Methods.- A Hierarchical Approach to Multimodal Classification.- Rough Learning Vector Quantization Case Generation for CBR Classifiers.- ML-CIDIM: Multiple Layers of Multiple Classifier Systems Based on CIDIM.- Constructing Rough Decision Forests.- Attribute Reduction in Concept Lattice Based on Discernibility Matrix.- Reducing the Storage Requirements of 1-v-1 Support Vector Machine Multi-classifiers.- A Possibilistic Approach to RBFN Centers Initialization.- Information Retrieval.- Intelligent Information Retrieval Based on the Variable Precision Rough Set Model and Fuzzy Sets.- A Comprehensive OWA-Based Framework for Result Merging in Metasearch.- Efficient Pattern Matching of Multidimensional Sequences.- HQC: An Efficient Method for ROLAP with Hierarchical Dimensions.- Knowledge Discovery Based Query Answering in Hierarchical Information Systems.- Image Recognition and Processing.- A Content-Based Image Quality Metric.- A Novel Method of Image Filtering Based on Iterative Fuzzy Control.- Land Cover Classification of IKONOS Multispectral Satellite Data: Neuro-fuzzy, Neural Network and Maximum Likelihood Methods.- Rough Set Approach to Sunspot Classification Problem.- Jacquard Image Segmentation Method Based on Fuzzy Optimization Technology.- Multimedia Applications.- Intelligent Algorithms for Optical Track Audio Restoration.- Multiresolution Pitch Analysis of Talking, Singing, and the Continuum Between.- Toward More Reliable Emotion Recognition of Vocal Sentences by Emphasizing Information of Korean Ending Boundary Tones.- Some Issues on Detecting Emotions in Music.- A Global-Motion Analysis Method via Rough-Set-Based Video Pre-classification.- Analysis and Generation of Emotionally-Charged Animated Gesticulation.- Medical Applications.- Handling Missing Attribute Values in Preterm Birth Data Sets.- Attribute Selection and Rule Generation Techniques for Medical Diagnosis Systems.- Relevant Attribute Discovery in High Dimensional Data Based on Rough Sets and Unsupervised Classification: Application to Leukemia Gene Expressions.- A Hybrid Approach to MR Imaging Segmentation Using Unsupervised Clustering and Approximate Reducts.- Bioinformatic Applications.- Analysis of Gene Expression Data: Application of Quantum-Inspired Evolutionary Algorithm to Minimum Sum-of-Squares Clustering.- An Open Source Microarray Data Analysis System with GUI: Quintet.- Similarity Index for Clustering DNA Microarray Data Based on Multi-weighted Neuron.- Screening for Ortholog Clusters Using Multipartite Graph Clustering by Quasi-Concave Set Function Optimization.- An Ontology-Based Pattern Mining System for Extracting Information from Biological Texts.- Parallel Prediction of Protein-Protein Interactions Using Proximal SVM.- Identification of Transcription Factor Binding Sites Using Hybrid Particle Swarm Optimization.- A Grid Computing-Based Monte Carlo Docking Simulations Approach for Computational Chiral Discrimination.- Web Content Analysis.- Web Mining of Preferred Traversal Patterns in Fuzzy Environments.- Discovering Characteristic Individual Accessing Behaviors in Web Environment.- An Efficient and Practical Algorithm for the Many-Keyword Proximity Problem by Offsets.- Business Applications.- Simplifying the Manager Competency Model by Using the Rough Set Approach.- Financial Risk Prediction Using Rough Sets Tools: A Case Study.- Using Rough Set and Worst Practice DEA in Business Failure Prediction.- Security Applications.- Intrusion Detection System Based on Multi-class SVM.- A Development of Intrusion Detection and Protection System Using Netfilter Framework.- A Group Decision-Making Model of Risk Evasion in Software Project Bidding Based on VPRS.- Research on Risk Probability Estimating Using Fuzzy Clustering for Dynamic Security Assessment.- Ensuring Data Security Against Knowledge Discovery in Distributed Information Systems.- A Scheme for Inference Problems Using Rough Sets and Entropy.- Towards New Areas of Security Engineering.- Industrial Applications.- Application of Variable Precision Rough Set Model and Neural Network to Rotating Machinery Fault Diagnosis.- Integration of Variable Precision Rough Set and Fuzzy Clustering: An Application to Knowledge Acquisition for Manufacturing Process Planning.- An Obstacle Avoidance Technique for AUVs Based on BK-Product of Fuzzy Relations.- SVR-Based Method Forecasting Intermittent Demand for Service Parts Inventories.- Fuzzy Forecast Modeling for Gas Furnace Based on Fuzzy Sets and Rough Sets Theory.- Embedded Systems and Networking.- Flexible Quality-of-Control Management in Embedded Systems Using Fuzzy Feedback Scheduling.- Improvement of Multicast Routing Protocol Using Petri Nets.- An Efficient Bandwidth Management Scheme for a Hard Real-Time Fuzzy Control System Based on the Wireless LAN.- Application of Rough Set for Routing Selection Based on OSPF Protocol.- Energy Aware Routing with Dynamic Probability Scaling.- Application of (Max, +)-Algebra to the Optimal Buffer Size in Poisson Driven Deterministic Queues in Series with Blocking.- Uncertainty Handling in Tabular-Based Requirements Using Rough Sets.- Intelligent and Sapient Systems.- Behavioral Pattern Identification Through Rough Set Modelling.- Selecting Attributes for Soft-Computing Analysis in Hybrid Intelligent Systems.- Brain Signals: Feature Extraction and Classification Using Rough Set Methods.- On the Design and Operation of Sapient (Wise) Systems.- Three Steps to Robo Sapiens.

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