Rough Sets and Knowledge Technology : 4th International Conference, RSKT 2009, Gold Coast, Australia, July 14-16, 2009, Proceedings

by Wen, Peng; Li, Yuefeng; Polkowski, Lech; Tsumoto, Shusaku; Wang, Guoyin

• ISBN13: 9783642029615
• ISBN10: 3642029612
• Format: Paperback
• Copyright: 2009-08-01
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the Fourth International Conference on Rough Sets and Knowledge Technology, RSKT 2009, held in Gold Coast, Australia, in July 2009. The 85 revised full papers presented together with 3 keynote papers and 2 special sessions were carefully reviewed and selected from 229 submissions. The papers are organized in topical sections on rough sets and computing, rough sets and data reduction, data mining and knowledge discovery, granular computing and cognitive computing, fuzzy sets and computing, knowledge technology and intelligent systems, computational intelligence and applications, image processing and understanding, and formal concept analysis.

Table of Contents

Keynote Papers
Interactive Granular Computing in Rightly Judging Systems	p. 1
Rough Diamonds in Natural Language Learning	p. 17
KT: Knowledge Technology-The Next Step of Information Technology (IT)	p. 27
Rough Sets and Computing
Rough 3-Valued Lukasiewicz Agebras and MV-Algebras	p. 30
Mechanisms of Partial Supervision in Rough Clustering Approaches	p. 38
Lattice Derived by Double Indiscernibility and Computational Complementarity	p. 46
Double Approximation and Complete Lattices	p. 52
Integrating Rough Sets with Neural Networks for Weighting Road Safety Performance Indicators	p. 60
Evolutionary Rough K-Means Clustering	p. 68
Rough Sets under Non-deterministic Information	p. 76
Development of the Data Preprocessing Agent's Knowledge for Data Mining Using Rough Set Theory	p. 86
Improving Rules Quality Generated by Rough Set Theory for the Diagnosis of Students with LDs through Mixed Samples Clustering	p. 94
Topological Residuated Lattice: A Unifying Algebra Representation of Some Rough Set Models	p. 102
Rough Sets and Data Reduction
A Time-Reduction Strategy to Feature Selection in Rough Set Theory	p. 111
Reducts Evaluation Methods Using Lazy Algorithms	p. 120
Knowledge Reduction in Formal Contexts Based on Covering Rough Sets	p. 128
On New Concept in Computation of Reduct in Rough Sets Theory	p. 136
Research of Knowledge Reduction Based on New Conditional Entropy	p. 144
Research on Complete Algorithms for Minimal Attribute Reduction	p. 152
Data Mining and Knowledge Discovery
A Comparison of Composed Objective Rule Evaluation Indices Using PCA and Single Indices	p. 160
An Incremental Rule Induction Algorithm Based on Ordering Relations	p. 168
On Construction of Partial Association Rules	p. 176
Forecasting Change Directions for Financial Time Series Using Hidden Markov Model	p. 184
Learning to Extract Web News Title in Template Independent Way	p. 192
Multiagent Framework for Bio-data Mining	p. 200
Granular Computing and Cognitive Computing
EEG Analysis on Skull Conductivity Perturbations Using Realistic Head Model	p. 208
An Approach for the Neuropsychological Diagnosis of Alzheimer's Disease: A Hybrid Model in Decision Making	p. 216
Machine Learning in Granular Computing	p. 224
Mental Imagery Knowledge Representation Mode of Human-Level Intelligence System	p. 232
Mining Fuzzy Ontology for a Web-Based Granular Information Retrieval System	p. 239
A Cognitive Evaluation for Meetings in Software Development Process	p. 247
Granule Oriented Data Warehouse Model	p. 255
A Prototype Biometric Security Authentication System Based upon Fingerprint Recognition	p. 264
Intelligent Failure Diagnosis Algorithm Based on Binary Granule Neural Network	p. 273
Fuzzy Sets and Computing
Closures of Intuitionistic Fuzzy Relations	p. 281
Protein Comparison by the Alignment of Fuzzy Energy Signatures	p. 289
Some Invariant Properties of Fuzzy Information Systems under Homomorphism	p. 297
Rough Sets and Fuzzy Sets
Kernelized Fuzzy Rough Sets	p. 304
On Fuzzy Rough Set Algebras in Infinite Universes	p. 312
The Basis Algebra in L-Fuzzy Rough Sets	p. 320
An Interpretation of Rough Sets in Incomplete Information Systems within Intuitionistic Fuzzy Sets	p. 326
Knowledge Technology and Intelligent Systems
Comparison of Two MCDA Classification Methods over the Diagnosis of Alzheimer's Disease	p. 334
Efficient Information Propagation in Service Routing for Next Generation Network	p. 342
Monitoring the Depth of Anesthesia Using Discrete Wavelet Transform and Power Spectral Density	p. 350
Nested Proof Compilation and Proof Checking in Universal Pattern Logic	p. 358
Positive Linear Correlation Particle Swarm Optimization	p. 367
Classification of EEG Signals Using Sampling Techniques and Least Square Support Vector Machines	p. 375
Stability Analysis of Model-Based Networked Control System with Unreliable Links	p. 383
Estimation of Mutual Information: A Survey	p. 389
A Novel Multimodal Probability Model for Cluster Analysis	p. 397
Computational Intelligence and Applications
OFDM Channel Estimation and Signal Detection on Nonintegral-Delay and Fast Time-Varying Channels	p. 405
A Novel Frequency Offset Estimation Method for Distributed MIMO Systems with Large Estimation Range	p. 413
The Application of Support Vector Machine in Classifying the Causes of Voltage Sag in Power System	p. 421
Fault Diagnosis Based on Artificial Immune and Principal Component Analysis	p. 429
Teaching of Critical Path Networks Using Software Packages	p. 435
A RFID Based Agile Manufacturing Planning and Control System	p. 441
Object-Oriented Inheritance Metrics: Cognitive Complexity Perspective	p. 452
Research Design for Investigation of Nigeria Manufacturing Management	p. 461
Real-Time Pressure Monitoring and Control of a Hydraulic System without Sensor	p. 467
Automated Grammar Checking of Tenses for ESL Writing	p. 475
Using Coding Technology to Improve the Communication Efficiency of a Person with Multiple Disabilities	p. 483
Time Synchronization for OFDM Systems with Narrowband Interference	p. 491
Electromagnetism-like Mechanism with Force Decay Rate Great Deluge for the Course Timetabling Problem	p. 497
A Model Based on SVM for Predicting Spontaneous Combustion of Coal	p. 505
Using Genetic Algorithm for Traffic Light Control System with a Pedestrian Crossing	p. 512
Cross Language Information Extraction Knowledge Adaptation	p. 520
Temporal Reasoning in Urban Growth Simulation	p. 529
Novel H/ACA Box snoRNA Mining and Secondary Structure Prediction Algorithms	p. 538
Image Processing and Understanding
Self-adapting Cyclic Delay Diversity System	p. 547
Using Wavelets and Independent Component Analysis for Quantization Index Modulation Watermarking	p. 555
Granular Approach to Object-Oriented Remote Sensing Image Classification	p. 563
Image Transformation of Hexagonal Structure Based on Conversion between 1D and 2D Coordinates	p. 571
Formal Concept Analysis
Conceptual Graph Interchange Format for Mining Financial Statements	p. 579
The Reduction Theory of Object Oriented Concept Lattices and Property Oriented Concept Lattices	p. 587
Correlation Analysis Between Objects and Attributes	p. 594
Fuzzy Concept Lattices Determined by ¿, ¿)-Fuzzy Rough Approximation Operators	p. 601
Special Session: Decision-Theoretic Rough Sets
Learning Optimal Parameters in Decision-Theoretic Rough Sets	p. 610
Entropy Measures of Flow Graphs with Applications to Decision Trees	p. 618
Rough Set Analysis for Sudan School Certificate	p. 626
Reasoning Decision Rules of an Uncertain System	p. 634
Three-Way Decision: An Interpretation of Rules in Rough Set Theory	p. 642
A Multi-View Decision Model Based on Decision-Theoretic Rough Set	p. 650
Special Session: Web Mining and Web Recommender Systems
A User Profiles Acquiring Approach Using Pseudo-Relevance Feedback	p. 658
Tag Based Collaborative Filtering for Recommender Systems	p. 666
Exploring Concepts' Semantic Relations for Clustering-Based Query Senses Disambiguation	p. 674
Average Transitive Trustworthy Degrees for Trustworthy Networks	p. 682
News Recommender System Based on Topic Detection and Tracking	p. 690
A Collaborative Filtering Algorithm with Phased Forecast	p. 698
Author Index	p. 707
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