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 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.
Author(s): Andrzej Jankowski, Andrzej Skowron, Marcin Szczuka (auth.), Peng Wen, Yuefeng Li, Lech Polkowski, Yiyu Yao, Shusaku Tsumoto, Guoyin Wang (eds.)
Series: Lecture Notes in Computer Science 5589 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009
Language: English
Pages: 709
Tags: Computation by Abstract Devices; Data Mining and Knowledge Discovery; Mathematical Logic and Formal Languages; Symbolic and Algebraic Manipulation; Models and Principles; Mathematical Logic and Foundations
Front Matter....Pages -
Interactive Granular Computing in Rightly Judging Systems....Pages 1-16
Rough Diamonds in Natural Language Learning....Pages 17-26
KT: Knowledge Technology — The Next Step of Information Technology (IT)....Pages 27-29
Rough 3-Valued Łukasiewicz Agebras and MV-Algebras....Pages 30-37
Mechanisms of Partial Supervision in Rough Clustering Approaches....Pages 38-45
Lattice Derived by Double Indiscernibility and Computational Complementarity....Pages 46-51
Double Approximation and Complete Lattices....Pages 52-59
Integrating Rough Sets with Neural Networks for Weighting Road Safety Performance Indicators....Pages 60-67
Evolutionary Rough K-Means Clustering....Pages 68-75
Rough Sets under Non-deterministic Information....Pages 76-85
Development of the Data Preprocessing Agent’s Knowledge for Data Mining Using Rough Set Theory....Pages 86-93
Improving Rules Quality Generated by Rough Set Theory for the Diagnosis of Students with LDs through Mixed Samples Clustering....Pages 94-101
Topological Residuated Lattice: A Unifying Algebra Representation of Some Rough Set Models....Pages 102-110
A Time-Reduction Strategy to Feature Selection in Rough Set Theory....Pages 111-119
Reducts Evaluation Methods Using Lazy Algorithms....Pages 120-127
Knowledge Reduction in Formal Contexts Based on Covering Rough Sets....Pages 128-135
On New Concept in Computation of Reduct in Rough Sets Theory....Pages 136-143
Research of Knowledge Reduction Based on New Conditional Entropy....Pages 144-151
Research on Complete Algorithms for Minimal Attribute Reduction....Pages 152-159
A Comparison of Composed Objective Rule Evaluation Indices Using PCA and Single Indices....Pages 160-167
An Incremental Rule Induction Algorithm Based on Ordering Relations....Pages 168-175
On Construction of Partial Association Rules....Pages 176-183
Forecasting Change Directions for Financial Time Series Using Hidden Markov Model....Pages 184-191
Learning to Extract Web News Title in Template Independent Way....Pages 192-199
Multiagent Framework for Bio-data Mining....Pages 200-207
EEG Analysis on Skull Conductivity Perturbations Using Realistic Head Model....Pages 208-215
An Approach for the Neuropsychological Diagnosis of Alzheimer’s Disease: A Hybrid Model in Decision Making....Pages 216-223
Machine Learning in Granular Computing....Pages 224-231
Mental Imagery Knowledge Representation Mode of Human-Level Intelligence System....Pages 232-238
Mining Fuzzy Ontology for a Web-Based Granular Information Retrieval System....Pages 239-246
A Cognitive Evaluation for Meetings in Software Development Process....Pages 247-254
Granule Oriented Data Warehouse Model....Pages 255-263
A Prototype Biometric Security Authentication System Based upon Fingerprint Recognition....Pages 264-272
Intelligent Failure Diagnosis Algorithm Based on Binary Granule Neural Network....Pages 273-280
Closures of Intuitionistic Fuzzy Relations....Pages 281-288
Protein Comparison by the Alignment of Fuzzy Energy Signatures....Pages 289-296
Some Invariant Properties of Fuzzy Information Systems under Homomorphism....Pages 297-303
Kernelized Fuzzy Rough Sets....Pages 304-311
On Fuzzy Rough Set Algebras in Infinite Universes....Pages 312-319
The Basis Algebra in L-Fuzzy Rough Sets....Pages 320-325
An Interpretation of Rough Sets in Incomplete Information Systems within Intuitionistic Fuzzy Sets....Pages 326-333
Comparison of Two MCDA Classification Methods over the Diagnosis of Alzheimer’s Disease....Pages 334-341
Efficient Information Propagation in Service Routing for Next Generation Network....Pages 342-349
Monitoring the Depth of Anesthesia Using Discrete Wavelet Transform and Power Spectral Density....Pages 350-357
Nested Proof Compilation and Proof Checking in Universal Pattern Logic....Pages 358-366
Positive Linear Correlation Particle Swarm Optimization....Pages 367-374
Classification of EEG Signals Using Sampling Techniques and Least Square Support Vector Machines....Pages 375-382
Stability Analysis of Model-Based Networked Control System with Unreliable Links....Pages 383-388
Estimation of Mutual Information: A Survey....Pages 389-396
A Novel Multimodal Probability Model for Cluster Analysis....Pages 397-404
OFDM Channel Estimation and Signal Detection on Nonintegral-Delay and Fast Time-Varying Channels....Pages 405-412
A Novel Frequency Offset Estimation Method for Distributed MIMO Systems with Large Estimation Range....Pages 413-420
The Application of Support Vector Machine in Classifying the Causes of Voltage Sag in Power System....Pages 421-428
Fault Diagnosis Based on Artificial Immune and Principal Component Analysis....Pages 429-434
Teaching of Critical Path Networks Using Software Packages....Pages 435-440
A RFID Based Agile Manufacturing Planning and Control System....Pages 441-451
Object-Oriented Inheritance Metrics: Cognitive Complexity Perspective....Pages 452-460
Research Design for Investigation of Nigeria Manufacturing Management....Pages 461-466
Real-Time Pressure Monitoring and Control of a Hydraulic System without Sensor....Pages 467-474
Automated Grammar Checking of Tenses for ESL Writing....Pages 475-482
Using Coding Technology to Improve the Communication Efficiency of a Person with Multiple Disabilities....Pages 483-490
Time Synchronization for OFDM Systems with Narrowband Interference....Pages 491-496
Electromagnetism-like Mechanism with Force Decay Rate Great Deluge for the Course Timetabling Problem....Pages 497-504
A Model Based on SVM for Predicting Spontaneous Combustion of Coal....Pages 505-511
Using Genetic Algorithm for Traffic Light Control System with a Pedestrian Crossing....Pages 512-519
Cross Language Information Extraction Knowledge Adaptation....Pages 520-528
Temporal Reasoning in Urban Growth Simulation....Pages 529-537
Novel H/ACA Box snoRNA Mining and Secondary Structure Prediction Algorithms....Pages 538-546
Self-adapting Cyclic Delay Diversity System....Pages 547-554
Using Wavelets and Independent Component Analysis for Quantization Index Modulation Watermarking....Pages 555-562
Granular Approach to Object-Oriented Remote Sensing Image Classification....Pages 563-570
Image Transformation on Hexagonal Structure Based on Conversion between 1D and 2D Coordinates....Pages 571-578
Conceptual Graph Interchange Format for Mining Financial Statements....Pages 579-586
The Reduction Theory of Object Oriented Concept Lattices and Property Oriented Concept Lattices....Pages 587-593
Correlation Analysis Between Objects and Attributes....Pages 594-600
Fuzzy Concept Lattices Determined by ( θ , σ )-Fuzzy Rough Approximation Operators....Pages 601-609
Learning Optimal Parameters in Decision-Theoretic Rough Sets....Pages 610-617
Entropy Measures of Flow Graphs with Applications to Decision Trees....Pages 618-625
Rough Set Analysis for Sudan School Certificate....Pages 626-633
Reasoning Decision Rules of an Uncertain System....Pages 634-641
Three-Way Decision: An Interpretation of Rules in Rough Set Theory....Pages 642-649
A Multi-View Decision Model Based on Decision-Theoretic Rough Set....Pages 650-657
A User Profiles Acquiring Approach Using Pseudo-Relevance Feedback....Pages 658-665
Tag Based Collaborative Filtering for Recommender Systems....Pages 666-673
Exploring Concepts’ Semantic Relations for Clustering-Based Query Senses Disambiguation....Pages 674-681
Average Transitive Trustworthy Degrees for Trustworthy Networks....Pages 682-689
News Recommender System Based on Topic Detection and Tracking....Pages 690-697
A Collaborative Filtering Algorithm with Phased Forecast....Pages 698-705
Back Matter....Pages -
