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Computational intelligence for knowledge-based systems design : 13th International Conference on Information Processing and Management of Uncertainty, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010 ; proceedings (2010)

Hüllermeier, Eyke, 1969- ; International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems 13 2010 Dortmund

Berlin [u.a.] :Springer,

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UID:

almahu_BV036592978

Umfang: XVII, 771 S. : , Ill., graph. Darst. ; , 24 cm.

ISBN: 3-642-14048-3 , 978-3-642-14048-8

Serie: Lecture notes in computer science 6178 : Lecture notes in artificial intelligence

Anmerkung: Literaturangaben. - Weitere Ausgabe: Online-Ausg., Computational intelligence for knowledge-based systems design

Sprache: Englisch

Fachgebiete: Informatik

RVK:

SS 4800

Schlagwort(e): Maschinelles Lernen ; Data Mining ; Mustererkennung ; Automatische Klassifikation ; Wissensbasiertes System ; Unsicherheit ; Soft Computing ; Datenfusion ; Aggregationsoperator ; Konferenzschrift

URL: Inhaltstext

URL: Inhaltsverzeichnis

Mehr zum Autor: Hüllermeier, Eyke, 1969-

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TU Berlin

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Hüllermeier, Eyke [Sonstige] 1969- ; International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems 13 2010 Dortmund

Berlin [u.a.] : Springer

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b3kat_BV036594248

Umfang: 1 Online-Ressource (XVII, 771 S.) , Ill., graph. Darst.

ISBN: 9783642140488 , 9783642140495

Serie: Lecture notes in computer science 6178 : Lecture notes in artificial intelligence

Sprache: Englisch

Fachgebiete: Informatik

RVK:

SS 4800

DOI: 10.1007/978-3-642-14049-5

URL: Volltext

URL: Volltext (lizenzpflichtig)

Mehr zum Autor: Hüllermeier, Eyke 1969-

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BTU Cottbus

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Computational Intelligence for Knowledge-Based Systems Design : 13th International Conference on Information Processing and Management of Uncertainty, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings (2010)

Hüllermeier, Eyke. [editor.] ; Kruse, Rudolf. [editor.] ; Hoffmann, Frank. [editor.] ; [weitere]

Berlin, Heidelberg :Springer Berlin Heidelberg,

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UID:

almahu_9947364253602882

Umfang: XVII, 771 p. 183 illus. , online resource.

ISBN: 9783642140495

Serie: Lecture Notes in Computer Science, 6178

Anmerkung: Machine Learning and Data Mining -- Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View -- A Stochastic Treatment of Similarity -- Order-Based Equivalence Degrees for Similarity and Distance Measures -- Comparing Partitions by Subset Similarities -- Finitely Valued Indistinguishability Operators -- Discovering Rules-Based Similarity in Microarray Data -- Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion -- Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering -- On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers -- Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning -- Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints -- Web Page Classification: A Probabilistic Model with Relational Uncertainty -- Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels -- A K-Nearest Neighbours Method Based on Lower Previsions -- Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts -- On Dealing with Imprecise Information in a Content Based Image Retrieval System -- An Extension of Stochastic Dominance to Fuzzy Random Variables -- Correlation of Intuitionistic Fuzzy Sets -- A Correlation Ratio for Possibility Distributions -- On Nonparametric Predictive Inference for Ordinal Data -- Using Cloudy Kernels for Imprecise Linear Filtering -- Peakedness and Generalized Entropy for Continuous Density Functions -- The Most Representative Utility Function for Non-Additive Robust Ordinal Regression -- Alternative Normalization Schemas for Bayesian Confirmation Measures -- Gender and Age Estimation from Synthetic Face Images -- Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity -- Possibility Theory and Formal Concept Analysis: Context Decomposition and Uncertainty Handling -- A Parallel between Extended Formal Concept Analysis and Bipartite Graphs Analysis -- Negotiation as Creative Social Interaction Using Concept Hierarchies -- Estimating Top-k Destinations in Data Streams -- A Data Mining Algorithm for Inducing Temporal Constraint Networks -- Analysis of the Time Evolution of Scientograms Using the Subdue Graph Mining Algorithm -- Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns -- Time Series Comparison Using Linguistic Fuzzy Techniques -- Granular Approach for Evolving System Modeling -- Data Mining in Precision Agriculture: Management of Spatial Information -- Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis -- Dispersion Estimates for Telecommunications Fraud -- The Link Prediction Problem in Bipartite Networks -- Aggregation and Fusion -- Symmetrization of Modular Aggregation Functions -- Smooth Aggregation Functions on Finite Scales -- Dual Representable Aggregation Functions and Their Derived S-Implications -- Aggregation Functions with Stronger Types of Monotonicity -- Some Remarks on the Characterization of Idempotent Uninorms -- On the Median and Its Extensions -- Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition -- Using Uncertainty Information to Combine Soft Classifications -- Performance Evaluation of a Fusion System Devoted to Image Interpretation -- A New Adaptive Consensus Reaching Process Based on the Experts’ Importance -- On the Robustness for the Choquet Integral -- Explicit Descriptions of Bisymmetric Sugeno Integrals -- Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral -- Choquet Integration on Set Systems -- Necessity-Based Choquet Integrals for Sequential Decision Making under Uncertainty -- A Fuzzy-Rule-Based Approach to Contextual Preference Queries -- Extracting and Modelling Preferences from Dialogue -- Argumentation Framework with Fuzzy Preference Relations -- An Algorithm for Generating Consistent and Transitive Approximations of Reciprocal Preference Relations -- Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization -- Dominance-Based Rough Set Approach to Preference Learning from Pairwise Comparisons in Case of Decision under Uncertainty -- Uncertainty Handling -- Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation -- Searching Aligned Groups of Objects with Fuzzy Criteria -- How to Translate Words into Numbers? A Fuzzy Approach for the Numerical Translation of Verbal Probabilities -- Plateau Regions: An Implementation Concept for Fuzzy Regions in Spatial Databases and GIS -- Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method -- Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient -- Keeping Secrets in Possibilistic Knowledge Bases with Necessity-Valued Privacy Policies -- Inference with Fuzzy and Probabilistic Information -- Modelling Patterns of Evidence in Bayesian Networks: A Case-Study in Classical Swine Fever -- An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data -- Conflicts within and between Belief Functions -- Consonant Continuous Belief Functions Conflicts Calculation -- Credal Sets Approximation by Lower Probabilities: Application to Credal Networks -- Rule Discovery Process Based on Rough Sets under the Belief Function Framework -- Independent Natural Extension -- On Elementary Extensions in Fuzzy Predicate Logics -- Logical Proportions – Typology and Roadmap.

In: Springer eBooks

Weitere Ausg.: Printed edition: ISBN 9783642140488

Sprache: Englisch

DOI: 10.1007/978-3-642-14049-5

URL: http://dx.doi.org/10.1007/978-3-642-14049-5

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HU Berlin

Buch

Hüllermeier, Eyke [Sonstige] 1969- ; International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems 13 2010 Dortmund

Berlin [u.a.] : Springer

zur Merkliste hinzufügen auf der Merkliste

Details

UID:

b3kat_BV036592978

Umfang: XVII, 771 S. , Ill., graph. Darst. , 24 cm

ISBN: 3642140483 , 9783642140488

Serie: Lecture notes in computer science 6178 : Lecture notes in artificial intelligence

Anmerkung: Literaturangaben , Weitere Ausgabe: Online-Ausg., Computational intelligence for knowledge-based systems design

Sprache: Englisch

Fachgebiete: Informatik

RVK:

SS 4800

URL: Inhaltstext

URL: Inhaltsverzeichnis

Mehr zum Autor: Hüllermeier, Eyke 1969-

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TU Berlin

Buch

Computational intelligence for knowledge-based systems design : proceedings (2010)

Hüllermeier, Eyke ; International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems (13 : 2010 : Dortmund) 13 Dortmund

Berlin [u.a.] : Springer-Verlag

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UID:

kobvindex_ZLB15184815

Umfang: XVII, 771 Seiten , Ill., graph. Darst. , 24 cm

ISBN: 9783642140488

Serie: Lecture notes in computer science

Anmerkung: Literaturangaben , Text engl.

Sprache: Englisch

Schlagwort(e): Maschinelles Lernen ; Data Mining ; Mustererkennung ; Automatische Klassifikation ; Kongress ; Dortmund 〈2010〉 ; Wissensbasiertes System ; Unsicherheit ; Soft Computing ; Kongress ; Dortmund 〈2010〉 ; Datenfusion ; Aggregationsoperator ; Kongress ; Dortmund 〈2010〉 ; Kongress ; Konferenzschrift

URL: http://d-nb.info/1002962021/04

URL: http://deposit.dnb.de/cgi-bin/dokserv?id=3484468&prov=M&dok_var=1&dok_ext=htm

Mehr zum Autor: Hüllermeier, Eyke

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