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001 978-3-540-88425-5
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020 _a9783540884255
_9978-3-540-88425-5
024 7 _a10.1007/978-3-540-88425-5
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aRough Sets and Current Trends in Computing
_h[electronic resource] :
_b6th International Conference, RSCTC 2008 Akron, OH, USA, October 23 - 25, 2008 Proceedings /
_cedited by Chien-Chung Chan, Jerzy W. Grzymala-Busse, Wojciech P. Ziarko.
250 _a1st ed. 2008.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2008.
300 _aXIII, 534 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v5306
505 0 _aKeynote Papers -- Neuroeconomics: Yet Another Field Where Rough Sets Can Be Useful? -- Research Directions in the KES Centre -- Logical and Mathematical Foundations -- On Irreducible Descriptive Sets of Attributes for Information Systems -- Dominance-Based Rough Set Approach and Bipolar Abstract Rough Approximation Spaces -- Paraconsistent Logic Programs with Four-Valued Rough Sets -- An Equivalent Definition of Rough Sets -- A Note on Attribute Reduction in the Decision-Theoretic Rough Set Model -- An Interpretation of Belief Functions on Infinite Universes in the Theory of Rough Sets -- Some Remarks on Approximations of Arbitrary Binary Relations by Partial Orders -- On Rough Equalities and Rough Equivalences of Sets -- Data Analysis -- Statistical Independence of Multi-variables from the Viewpoint of Linear Algebra -- Rough Mereology in Classification of Data: Voting by Means of Residual Rough Inclusions -- Rough Set Approach to Information Tables with Imprecise Decisions -- Computing Approximations of Dominance-Based Rough Sets by Bit-Vector Encodings -- A Framework for Multiagent Mobile Robotics: Spatial Reasoning Based on Rough Mereology in Player/Stage System -- Natural versus Granular Computing: Classifiers from Granular Structures -- Data Mining -- Inducing Better Rule Sets by Adding Missing Attribute Values -- Rule Induction: Combining Rough Set and Statistical Approaches -- Action Rules Discovery without Pre-existing Classification Rules -- Hierarchical Learning in Classification of Structured Objects -- A Comparison of the LERS Classification System and Rule Management in PRSM -- Similarity Relation in Classification Problems -- Probabilistic Granule Analysis -- Paraconsistent Case-Based Reasoning Applied to a Restoration of Electrical Power Substations -- Solving the Attribute Reduction Problem with Ant Colony Optimization -- Actor Critic Learning: A Near Set Approach -- Compact Rule Learner on Weighted Fuzzy Approximation Spaces for Class Imbalanced and Hybrid Data -- Feature Selection Based on the Rough Set Theory and Expectation-Maximization Clustering Algorithm -- Outlier Detection Based on Granular Computing -- Implementing a Rule Generation Method Based on Secondary Differences of Two Criteria -- Lower and Upper Approximations of Rules in Non-deterministic Information Systems -- A New Approach to Fuzzy-Rough Nearest Neighbour Classification -- Decision Support Systems -- Towards Approximation of Risk -- Business Aviation Decision-Making Using Rough Sets -- Phase Transition in SONFIS and SORST -- A New Rough Sets Decision Method Based on PCA and Ordinal Regression -- Rough Set Flow Graphs and Max???* Fuzzy Relation Equations in State Prediction Problems -- Clustering -- Precision of Rough Set Clustering -- A Dynamic Approach to Rough Clustering -- Learning Patterns from Clusters Using Reduct -- Pattern Recognition and Image Processing -- Experiments with Rough Set Approach to Face Recognition -- Standard and Fuzzy Rough Entropy Clustering Algorithms in Image Segmentation -- Efficient Mining of Jumping Emerging Patterns with Occurrence Counts for Classification -- Evolutionary Algorithm for Fingerprint Images Filtration -- Efficient Discovery of Top-K Minimal Jumping Emerging Patterns -- Hierarchical Tree for Dissemination of Polyphonic Noise -- A Data Driven Emotion Recognition Method Based on Rough Set Theory -- Learning from Soft-Computing Methods on Abnormalities in Audio Data -- Bioinformatics -- Shadowed Clustering for Speech Data and Medical Image Segmentation -- Computational Intelligence Techniques Applied to Magnetic Resonance Spectroscopy Data of HumanBrain Cancers -- A Hybrid Model for Aiding in Decision Making for the Neuropsychological Diagnosis of Alzheimer’s Disease -- Special Sessions -- Rough Sets in Data Warehousing -- Classification Challenges in Email Archiving -- Approximation Theories: Granular Computing vs Rough Sets.
520 _aThis book constitutes the refereed proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing, RSCTC 2008, held in Akron, OH, USA, in October 2008. The 49 revised full papers presented together with 2 keynote papers and 3 special session papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on logical and mathematical foundations, data analysis, data mining, decision support systems, clustering, pattern recognition and image processing, as well as bioinformatics. The three special session papers cover topics such as rough sets in data warehousing, classification challenges in email archiving, and approximation theories: granular computing vs. rough sets.
650 0 _aArtificial intelligence.
650 0 _aCompilers (Computer programs).
650 0 _aData mining.
650 0 _aMachine theory.
650 0 _aDatabase management.
650 0 _aComputer vision.
650 1 4 _aArtificial Intelligence.
650 2 4 _aCompilers and Interpreters.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aFormal Languages and Automata Theory.
650 2 4 _aDatabase Management.
650 2 4 _aComputer Vision.
700 1 _aChan, Chien-Chung.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aGrzymala-Busse, Jerzy W.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aZiarko, Wojciech P.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783540884231
776 0 8 _iPrinted edition:
_z9783540884774
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v5306
856 4 0 _uhttps://doi.org/10.1007/978-3-540-88425-5
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