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· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 일반
· ISBN : 9783540140405
· 쪽수 : 746쪽
목차
Keynote Papers.- Flow Graphs and Decision Algorithms.- The Quotient Space Theory of Problem Solving.- Plenary Papers.- Granular Computing.- Rough Sets: Trends and Challenges.- A New Development on ANN in China ? Biomimetic Pattern Recognition and Multi Weight Vector Neurons.- On Generalizing Rough Set Theory.- Dual Mathematical Models Based on Rough Approximations in Data Analysis.- Knowledge Theory: Outline and Impact.- A Rough Set Paradigm for Unifying Rough Set Theory and Fuzzy Set Theory.- Extracting Structure of Medical Diagnosis: Rough Set Approach.- A Kind of Linearization Method in Fuzzy Control System Modeling.- A Common Framework for Rough Sets, Databases, and Bayesian Networks.- Rough Sets, EM Algorithm, MST and Multispectral Image Segmentation.- Rough Sets Foundations and Methods.- Rough Mereology: A Survey of New Developments with Applications to Granular Computing, Spatial Reasoning and Computing with Words.- A New Rough Sets Model Based on Database Systems.- A Rough Set and Rule Tree Based Incremental Knowledge Acquisition Algorithm.- Comparison of Conventional and Rough K-Means Clustering.- An Application of Rough Sets to Monk’s Problems Solving.- Pre-topologies and Dynamic Spaces.- Rough Sets and Gradual Decision Rules.- Explanation Oriented Association Mining Using Rough Set Theory.- Probabilistic Rough Sets Characterized by Fuzzy Sets.- A View on Rough Set Concept Approximations.- Evaluation of Probabilistic Decision Tables.- Query Answering in Rough Knowledge Bases.- Upper and Lower Recursion Schemes in Abstract Approximation Spaces.- Adaptive Granular Control of an HVDC System: A Rough Set Approach.- Rough Set Approach to Domain Knowledge Approximation.- Reasoning Based on Information Changes in Information Maps.- Characteristics of Accuracy and Coverage in Rule Induction.- Interpretation of Rough Neural Networks as Emergent Model.- Using Fuzzy Dependency-Guided Attribute Grouping in Feature Selection.- Conjugate Information Systems: Learning Cognitive Concepts in Rough Set Theory.- A Rule Induction Method of Plant Disease Description Based on Rough Sets.- Rough Set Data Analysis Algorithms for Incomplete Information Systems.- Inconsistency Classification and Discernibility-Matrix-Based Approaches for Computing an Attribute Core.- Multi-knowledge Extraction and Application.- Multi-rough Sets Based on Multi-contexts of Attributes.- Approaches to Approximation Reducts in Inconsistent Decision Tables.- Degree of Dependency and Quality of Classification in the Extended Variable Precision Rough Sets Model.- Approximate Reducts of an Information System.- A Rough Set Methodology to Support Learner Self-Assessment in Web-Based Distance Education.- A Synthesis of Concurrent Systems: A Rough Set Approach.- Towards a Line-Crawling Robot Obstacle Classification System: A Rough Set Approach.- Order Based Genetic Algorithms for the Search of Approximate Entropy Reducts.- Variable Precision Bayesian Rough Set Model.- Linear Independence in Contingency Table.- The Information Entropy of Rough Relational Databases.- A T-S Type of Rough Fuzzy Control System and Its Implementation.- Rough Mereology in Knowledge Representation.- Rough Set Methods for Constructing Support Vector Machines.- The Lattice Property of Fuzzy Rough Sets.- Querying Data from RRDB Based on Rough Sets Theory.- An Inference Approach Based on Rough Sets.- Classification Using the Variable Precision Rough Set.- An Illustration of the Effect of Continuous Valued Discretisation in Data Analysis Using VPRS?.- Fuzzy Sets and Systems.- Application of Fuzzy Control Base on Changeable Universe to Superheated Steam Temperature Control System.- Application of Fuzzy Support Vector Machines in Short-Term Load Forecasting.- A Symbolic Approximate Reasoning.- Intuition in Soft Decision Analysis.- Ammunition Supply Decision-Making System Design Based on Fuzzy Control.- The Concept of Approximation Based on Fuzzy Dominance Relation in Decision-Making.- An Image Enhancement Arithmetic Research Based on Fuzzy Set and Histogram.- A Study on a Generalized FCM.- Fuzzy Multiple Synapses Neural Network and Fuzzy Clustering.- On Possibilistic Variance of Fuzzy Numbers.- Granular Computing.- Deductive Data Mining.- Information Granules for Intelligent Knowledge Structures.- Design and Implement for Diagnosis Systems of Hemorheology on Blood Viscosity Syndrome Based on GrC.- Granular Reasoning Using Zooming In & Out.- A Pure Mereological Approach to Roughness.- Neural Networks and Evolutionary Computing.- Knowledge Based Descriptive Neural Networks.- Genetically Optimized Rule-Based Fuzzy Polynomial Neural Networks: Synthesis of Computational Intelligence Technologies.- Ant Colony Optimization for Navigating Complex Labyrinths.- An Improved Quantum Genetic Algorithm and Its Application.- Intelligent Generation of Candidate Sets for Genetic Algorithms in Very Large Search Spaces.- Fast Retraining of Artificial Neural Networks.- Fuzzy-ARTMAP and Higher-Order Statistics Based Blind Equalization.- Comparison of BPL and RBF Network in Intrusion Detection System.- Back Propagation with Randomized Cost Function for Training Neural Networks.- Data Mining, Machine Learning, and Pattern Recognition.- Selective Ensemble of Decision Trees.- A Maximal Frequent Itemset Algorithm.- On Data Mining for Direct Marketing.- A New Incremental Maintenance Algorithm of Data Cube.- Data Mining for Motifs in DNA Sequences.- Maximum Item First Pattern Growth for Mining Frequent Patterns.- Extended Random Sets for Knowledge Discovery in Information Systems.- Research on a Union Algorithm of Multiple Concept Lattices.- A Theoretical Framework for Knowledge Discovery in Databases Based on Probabilistic Logic.- An Improved Branch & Bound Algorithm in Feature Selection.- Classification of Caenorhabditis Elegans Behavioural Phenotypes Using an Improved Binarization Method.- Consensus versus Conflicts ? Methodology and Applications.- Interpolation Techniques for Geo-spatial Association Rule Mining.- Imprecise Causality in Mined Rules.- Sphere-Structured Support Vector Machines for Multi-class Pattern Recognition.- HIPRICE-A Hybrid Model for Multi-agent Intelligent Recommendation.- A Database-Based Job Management System.- Optimal Choice of Parameters for a Density-Based Clustering Algorithm.- An Improved Parameter Tuning Method for Support Vector Machines.- Approximate Algorithm for Minimization of Decision Tree Depth.- Virtual Reality Representation of Information Systems and Decision Rules: An Exploratory Technique for Understanding Data and Knowledge Structure.- Hierarchical Clustering Algorithm Based on Neighborhood-Linked in Large Spatial Databases.- Unsupervised Learning of Pattern Templates from Unannotated Corpora for Proper Noun Extraction.- Approximate Aggregate Queries with Guaranteed Error Bounds.- Improving Classification Performance by Combining Multiple TAN Classifiers.- Image Recognition Using Adaptive Fuzzy Neural Network and Wavelet Transform.- SOM Based Image Segmentation.- User’s Interests Navigation Model Based on Hidden Markov Model.- Successive Overrelaxation for Support Vector Regression.- Statistic Learning and Intrusion Detection.- A New Association Rules Mining Algorithms Based on Directed Itemsets Graph.- A Distributed Multidimensional Data Model of Data Warehouse.- Logics and Reasoning.- An Overview of Hybrid Possibilistic Reasoning.- Critical Remarks on the Computational Complexity in Probabilistic Inference.- Critical Remarks on the Maximal Prime Decomposition of Bayesian Networks.- A Non-local Coarsening Result in Granular Probabilistic Networks.- Probabilistic Inference on Three-Valued Logic.- Multi-dimensional Observer-Centred Qualitative Spatial-temporal Reasoning.- Multi-agent Systems.- Architecture Specification for Design of Agent-Based System in Domain View.- Adapting Granular Rough Theory to Multi-agent Context.- How to Choose the Optimal Policy in Multi-agent Belief Revision?.- Web Intelligence and Intelligent Systems.- Research of Atomic and Anonymous Electronic Commerce Protocol.- Colored Petri Net Based Attack Modeling.- Intelligent Real-Time Traffic Signal Control Based on a Paraconsistent Logic Program EVALPSN.- Transporting CAN Messages over WATM.- A Hybrid Intrusion Detection Strategy Used for Web Security.- Mining Sequence Pattern from Time Series Based on Inter-relevant Successive Trees Model.