Ebook: Modeling Decisions for Artificial Intelligence: 9th International Conference, MDAI 2012, Girona, Catalonia, Spain, November 21-23, 2012. Proceedings

This book constitutes the refereed proceedings of the 9th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2012, held in Girona, Catalonia, Spain, in November 2012. The 32 revised full papers were carefully reviewed and selected from 49 submissions and are presented with 4 plenary talks. The papers are organized in topical sections on aggregation operators, integrals, data privacy and security, reasoning, applications, and clustering and similarity.

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This book constitutes the refereed proceedings of the 9th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2012, held in Girona, Catalonia, Spain, in November 2012. The 32 revised full papers were carefully reviewed and selected from 49 submissions and are presented with 4 plenary talks. The papers are organized in topical sections on aggregation operators, integrals, data privacy and security, reasoning, applications, and clustering and similarity.

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This book constitutes the refereed proceedings of the 9th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2012, held in Girona, Catalonia, Spain, in November 2012. The 32 revised full papers were carefully reviewed and selected from 49 submissions and are presented with 4 plenary talks. The papers are organized in topical sections on aggregation operators, integrals, data privacy and security, reasoning, applications, and clustering and similarity.
Content:
Front Matter....Pages -
An Overview of Hierarchical and Non-hierarchical Algorithms of Clustering for Semi-supervised Classification....Pages 1-10
Fuzzy Programming Approaches to Robust Optimization....Pages 11-12
Do We Know How to Integrate?....Pages 13-22
Combination and Soft-Normalization of Belief Functions on MV-Algebras....Pages 23-34
Using Linear Programming for Weights Identification of Generalized Bonferroni Means in R....Pages 35-44
An Ordered Weighted Average with a Truncation Weight on Intervals....Pages 45-55
Choquet Integral on the Real Line as a Generalization of the OWA Operator....Pages 56-65
On WOWA Rank Reversal....Pages 66-77
Extending Concordance and Discordance Relations to Hierarchical Sets of Criteria in ELECTRE-III Method....Pages 78-89
An Extended LibQUAL+ Model Based on Fuzzy Linguistic Information....Pages 90-101
Measure of Inconsistency for the Potential Method....Pages 102-114
Hierarchical Bipolar Sugeno Integral Can Be Represented as Hierarchical Bipolar Choquet Integral....Pages 115-126
Qualitative Integrals and Desintegrals – Towards a Logical View....Pages 127-138
A Quantile Approach to Integration with Respect to Non-additive Measures....Pages 139-148
Analysis of On-Line Social Networks Represented as Graphs – Extraction of an Approximation of Community Structure Using Sampling....Pages 149-160
Using Profiling Techniques to Protect the User’s Privacy in Twitter....Pages 161-172
Detecting Sensitive Information from Textual Documents: An Information-Theoretic Approach....Pages 173-184
A Study of Anomaly Detection in Data from Urban Sensor Networks....Pages 185-196
Comparing Random-Based and k-Anonymity-Based Algorithms for Graph Anonymization....Pages 197-209
Heuristic Supervised Approach for Record Linkage....Pages 210-221
Sampling Attack against Active Learning in Adversarial Environment....Pages 222-233
Dynamic Credit-Card Fraud Profiling....Pages 234-245
Representing Fuzzy Logic Programs by Graded Attribute Implications....Pages 246-257
Refining Discretizations of Continuous-Valued Attributes....Pages 258-269
Linear Programming with Graded Ill-Known Sets....Pages 270-281
Sharing Online Cultural Experiences: An Argument-Based Approach....Pages 282-293
Simple Proof of Basic Theorem for General Concept Lattices by Cartesian Representation....Pages 294-305
On Some Properties of the Negative Transitivity Obtained from Transitivity....Pages 306-317
Multi Criteria Operators for Multi-attribute Auctions....Pages 318-328
Finding Patterns in Large Star Schemas at the Right Aggregation Level....Pages 329-340
Application of Quantitative MCDA Methods for Parameter Setting Support of an Image Processing System....Pages 341-354
Inductive Clustering and Twofold Approximations in Nearest Neighbor Clustering....Pages 355-366
Marginality: A Numerical Mapping for Enhanced Exploitation of Taxonomic Attributes....Pages 367-381
Introducing Incomparability in Modeling Qualitative Belief Functions....Pages 382-393
On Rough Set Based Non Metric Model....Pages 394-407
An Efficient Reasoning Method for Dependencies over Similarity and Ordinal Data....Pages 408-419
Back Matter....Pages -

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This book constitutes the refereed proceedings of the 9th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2012, held in Girona, Catalonia, Spain, in November 2012. The 32 revised full papers were carefully reviewed and selected from 49 submissions and are presented with 4 plenary talks. The papers are organized in topical sections on aggregation operators, integrals, data privacy and security, reasoning, applications, and clustering and similarity.
Content:
Front Matter....Pages -
An Overview of Hierarchical and Non-hierarchical Algorithms of Clustering for Semi-supervised Classification....Pages 1-10
Fuzzy Programming Approaches to Robust Optimization....Pages 11-12
Do We Know How to Integrate?....Pages 13-22
Combination and Soft-Normalization of Belief Functions on MV-Algebras....Pages 23-34
Using Linear Programming for Weights Identification of Generalized Bonferroni Means in R....Pages 35-44
An Ordered Weighted Average with a Truncation Weight on Intervals....Pages 45-55
Choquet Integral on the Real Line as a Generalization of the OWA Operator....Pages 56-65
On WOWA Rank Reversal....Pages 66-77
Extending Concordance and Discordance Relations to Hierarchical Sets of Criteria in ELECTRE-III Method....Pages 78-89
An Extended LibQUAL+ Model Based on Fuzzy Linguistic Information....Pages 90-101
Measure of Inconsistency for the Potential Method....Pages 102-114
Hierarchical Bipolar Sugeno Integral Can Be Represented as Hierarchical Bipolar Choquet Integral....Pages 115-126
Qualitative Integrals and Desintegrals – Towards a Logical View....Pages 127-138
A Quantile Approach to Integration with Respect to Non-additive Measures....Pages 139-148
Analysis of On-Line Social Networks Represented as Graphs – Extraction of an Approximation of Community Structure Using Sampling....Pages 149-160
Using Profiling Techniques to Protect the User’s Privacy in Twitter....Pages 161-172
Detecting Sensitive Information from Textual Documents: An Information-Theoretic Approach....Pages 173-184
A Study of Anomaly Detection in Data from Urban Sensor Networks....Pages 185-196
Comparing Random-Based and k-Anonymity-Based Algorithms for Graph Anonymization....Pages 197-209
Heuristic Supervised Approach for Record Linkage....Pages 210-221
Sampling Attack against Active Learning in Adversarial Environment....Pages 222-233
Dynamic Credit-Card Fraud Profiling....Pages 234-245
Representing Fuzzy Logic Programs by Graded Attribute Implications....Pages 246-257
Refining Discretizations of Continuous-Valued Attributes....Pages 258-269
Linear Programming with Graded Ill-Known Sets....Pages 270-281
Sharing Online Cultural Experiences: An Argument-Based Approach....Pages 282-293
Simple Proof of Basic Theorem for General Concept Lattices by Cartesian Representation....Pages 294-305
On Some Properties of the Negative Transitivity Obtained from Transitivity....Pages 306-317
Multi Criteria Operators for Multi-attribute Auctions....Pages 318-328
Finding Patterns in Large Star Schemas at the Right Aggregation Level....Pages 329-340
Application of Quantitative MCDA Methods for Parameter Setting Support of an Image Processing System....Pages 341-354
Inductive Clustering and Twofold Approximations in Nearest Neighbor Clustering....Pages 355-366
Marginality: A Numerical Mapping for Enhanced Exploitation of Taxonomic Attributes....Pages 367-381
Introducing Incomparability in Modeling Qualitative Belief Functions....Pages 382-393
On Rough Set Based Non Metric Model....Pages 394-407
An Efficient Reasoning Method for Dependencies over Similarity and Ordinal Data....Pages 408-419
Back Matter....Pages -
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