Ebook: Advances in Computational Intelligence: 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9-13, 2012. Proceedings, Part II

These four volumes (CCIS 297, 298, 299, 300) constitute the proceedings of the 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, held in Catania, Italy, in July 2012. The 258 revised full papers presented together with six invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy machine learning and on-line modeling; computing with words and decision making; soft computing in computer vision; rough sets and complex data analysis: theory and applications; intelligent databases and information system; information fusion systems; philosophical and methodological aspects of soft computing; basic issues in rough sets; 40th anniversary of the measures of fuziness; SPS11 uncertainty in profiling systems and applications; handling uncertainty with copulas; formal methods to deal with uncertainty of many-valued events; linguistic summarization and description of data; fuzzy implications: theory and applications; sensing and data mining for teaching and learning; theory and applications of intuitionistic fuzzy sets; approximate aspects of data mining and database analytics; fuzzy numbers and their applications; information processing and management of uncertainty in knowledge-based systems; aggregation functions; imprecise probabilities; probabilistic graphical models with imprecision: theory and applications; belief function theory: basics and/or applications; fuzzy uncertainty in economics and business; new trends in De Finetti's approach; fuzzy measures and integrals; multicriteria decision making; uncertainty in privacy and security; uncertainty in the spirit of Pietro Benvenuti; coopetition; game theory; probabilistic approach.

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These four volumes (CCIS 297, 298, 299, 300) constitute the proceedings of the 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, held in Catania, Italy, in July 2012. The 258 revised full papers presented together with six invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy machine learning and on-line modeling; computing with words and decision making; soft computing in computer vision; rough sets and complex data analysis: theory and applications; intelligent databases and information system; information fusion systems; philosophical and methodological aspects of soft computing; basic issues in rough sets; 40th anniversary of the measures of fuziness; SPS11 uncertainty in profiling systems and applications; handling uncertainty with copulas; formal methods to deal with uncertainty of many-valued events; linguistic summarization and description of data; fuzzy implications: theory and applications; sensing and data mining for teaching and learning; theory and applications of intuitionistic fuzzy sets; approximate aspects of data mining and database analytics; fuzzy numbers and their applications; information processing and management of uncertainty in knowledge-based systems; aggregation functions; imprecise probabilities; probabilistic graphical models with imprecision: theory and applications; belief function theory: basics and/or applications; fuzzy uncertainty in economics and business; new trends in De Finetti's approach; fuzzy measures and integrals; multicriteria decision making; uncertainty in privacy and security; uncertainty in the spirit of Pietro Benvenuti; coopetition; game theory; probabilistic approach.

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These four volumes (CCIS 297, 298, 299, 300) constitute the proceedings of the 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, held in Catania, Italy, in July 2012. The 258 revised full papers presented together with six invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy machine learning and on-line modeling; computing with words and decision making; soft computing in computer vision; rough sets and complex data analysis: theory and applications; intelligent databases and information system; information fusion systems; philosophical and methodological aspects of soft computing; basic issues in rough sets; 40th anniversary of the measures of fuziness; SPS11 uncertainty in profiling systems and applications; handling uncertainty with copulas; formal methods to deal with uncertainty of many-valued events; linguistic summarization and description of data; fuzzy implications: theory and applications; sensing and data mining for teaching and learning; theory and applications of intuitionistic fuzzy sets; approximate aspects of data mining and database analytics; fuzzy numbers and their applications; information processing and management of uncertainty in knowledge-based systems; aggregation functions; imprecise probabilities; probabilistic graphical models with imprecision: theory and applications; belief function theory: basics and/or applications; fuzzy uncertainty in economics and business; new trends in De Finetti's approach; fuzzy measures and integrals; multicriteria decision making; uncertainty in privacy and security; uncertainty in the spirit of Pietro Benvenuti; coopetition; game theory; probabilistic approach.
Content:
Front Matter....Pages -
Fuzzy Setting: Fuzziness of General Information....Pages 1-3
A Probabilistic View of De Luca and Termini’s Entropy....Pages 4-14
A Briefing on Fuzziness and Its Measuring....Pages 15-24
Measures of Fuzziness under Different Uses of Fuzzy Sets....Pages 25-34
(= (+ Intelligence ?) Wisdom)....Pages 35-43
Evaluating Decisions: Characteristics, Evaluation of Outcome and Serious Games....Pages 44-51
Measures of Observables and Measures of Fuzziness....Pages 52-61
A Few Remarks on the Roots of Fuzziness Measures....Pages 62-67
Understanding and Profiling User Requirements to Support the Conceptual Design of an Integrated Land Monitoring System....Pages 68-77
Dynamic Resampling Method for Classification of Sensitive Problems and Uneven Datasets....Pages 78-87
Handling Uncertain User Preferences in a Context-Aware System....Pages 88-97
Allocation of Service Centers in the GIS with the Largest Vitality Degree....Pages 98-106
Finding Memoryless Probabilistic Relational Policies for Inter-task Reuse....Pages 107-116
Discovering Gene-Drug Relationships for the Pharmacology of Cancer....Pages 117-126
Ontology-Based Management of Uncertain Preferences in User Profiles....Pages 127-136
Decreasing Uncertainty When Interpreting Profiles through the Traffic Lights Panel....Pages 137-148
Determining Affinity of Users in Social Networks Using Fuzzy Sets....Pages 149-160
Idempotent Copulas with Fractal Support....Pages 161-170
On a Class of Variolinear Copulas....Pages 171-180
A Note on Exchangeable Copulas....Pages 181-185
How Many Archimedean Copul? Are There?....Pages 186-193
Non-commutative Product Logic and Probability of Fuzzy Events....Pages 194-205
Linear Representation of Residuated Lattices....Pages 206-215
An Extension of G?del Logic for Reasoning under Both Vagueness and Possibilistic Uncertainty....Pages 216-225
State-Complete Riesz MV-Algebras and L-Measure Spaces....Pages 226-234
On Finitely Valued Fuzzy Description Logics: The ?ukasiewicz Case....Pages 235-244
Handling Context in Lexicon-Based Sentiment Analysis....Pages 245-254
Possibilistic Rules from Fuzzy Prototypes....Pages 255-264
Extended Twofold-LDA Model for Two Aspects in One Sentence....Pages 265-275
Concept Identification in Constructing Multi-Document Summarizations....Pages 276-284
Quality Assessment in Linguistic Summaries of Data....Pages 285-294
Selection of the Best Suitable Sentences in Linguistic Descriptions of Data....Pages 295-304
Some Results on the Composition of L-Fuzzy Contexts....Pages 305-314
On a Generalization of Yager’s Implications....Pages 315-324
Coimplications on Finite Scales....Pages 325-334
Survival Implications....Pages 335-344
Generated Implications Revisited....Pages 345-354
Fuzzy Negation and Other Weak Fuzzy Connectives....Pages 355-364
Fuzzy Implications: Novel Generation Process and the Consequent Algebras....Pages 365-374
A Note on the Distributivity of Fuzzy Implications over Representable Uninorms....Pages 375-384
Bandler-Kohout Subproduct with Yager’s Classes of Fuzzy Implications....Pages 385-394
Solving General Fuzzy Relation Equations Using Property-Oriented Concept Lattices....Pages 395-404
Teacher Support for Theatrical Learning Support in Lectutainment....Pages 405-414
Students’ Posture Sequence Estimation Using Spatio-temporal Constraints....Pages 415-424
Investigation of a Method to Estimate Learners’ Interest Level for Agent-Based Conversational e-Learning....Pages 425-433
Application of Fuzzy Relations to Test Theory....Pages 434-440
A Recommender System with Uncertainty on the Example of Political Elections....Pages 441-449
Generation of Interval-Valued Intuitionistic Fuzzy Implications from K-Operators, Fuzzy Implications and Fuzzy Coimplications....Pages 450-460
Ranking of Bipolar Satisfaction Degrees....Pages 461-470
Additive Generators Based on General Arithmetic Operators in Interval-Valued Fuzzy Set Theory....Pages 471-480
Certain Aspects of Decision Making Model: Intuitionistic Fuzzy Preference Relations....Pages 481-490
Local IF-Divergences....Pages 491-500
Distributivity of Implication Operations over T-Representable T-Norms Generated from Continuous and Archimedean T-Norms....Pages 501-510
Dual Connectives in Fuzzy Reasoning....Pages 511-520
New Types of Compositions of Intuitionistic Fuzzy Relations in Decision Making Problems....Pages 521-528
A New Approach to Principal Component Analysis for Intuitionistic Fuzzy Data Sets....Pages 529-538
RFID Data Monitoring and Cleaning Using Tensor Calculus....Pages 539-549
Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease....Pages 550-559
Framework for the Establishment of Resource-Aware Data Mining Techniques on Critical Infrastructures....Pages 560-569
Rough SQL – Semantics and Execution....Pages 570-579
Back Matter....Pages -
Polynomial Asymptotic Complexity of Multiple-Objective OLAP Data Cube Compression....Pages 580-593

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These four volumes (CCIS 297, 298, 299, 300) constitute the proceedings of the 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, held in Catania, Italy, in July 2012. The 258 revised full papers presented together with six invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy machine learning and on-line modeling; computing with words and decision making; soft computing in computer vision; rough sets and complex data analysis: theory and applications; intelligent databases and information system; information fusion systems; philosophical and methodological aspects of soft computing; basic issues in rough sets; 40th anniversary of the measures of fuziness; SPS11 uncertainty in profiling systems and applications; handling uncertainty with copulas; formal methods to deal with uncertainty of many-valued events; linguistic summarization and description of data; fuzzy implications: theory and applications; sensing and data mining for teaching and learning; theory and applications of intuitionistic fuzzy sets; approximate aspects of data mining and database analytics; fuzzy numbers and their applications; information processing and management of uncertainty in knowledge-based systems; aggregation functions; imprecise probabilities; probabilistic graphical models with imprecision: theory and applications; belief function theory: basics and/or applications; fuzzy uncertainty in economics and business; new trends in De Finetti's approach; fuzzy measures and integrals; multicriteria decision making; uncertainty in privacy and security; uncertainty in the spirit of Pietro Benvenuti; coopetition; game theory; probabilistic approach.
Content:
Front Matter....Pages -
Fuzzy Setting: Fuzziness of General Information....Pages 1-3
A Probabilistic View of De Luca and Termini’s Entropy....Pages 4-14
A Briefing on Fuzziness and Its Measuring....Pages 15-24
Measures of Fuzziness under Different Uses of Fuzzy Sets....Pages 25-34
(= (+ Intelligence ?) Wisdom)....Pages 35-43
Evaluating Decisions: Characteristics, Evaluation of Outcome and Serious Games....Pages 44-51
Measures of Observables and Measures of Fuzziness....Pages 52-61
A Few Remarks on the Roots of Fuzziness Measures....Pages 62-67
Understanding and Profiling User Requirements to Support the Conceptual Design of an Integrated Land Monitoring System....Pages 68-77
Dynamic Resampling Method for Classification of Sensitive Problems and Uneven Datasets....Pages 78-87
Handling Uncertain User Preferences in a Context-Aware System....Pages 88-97
Allocation of Service Centers in the GIS with the Largest Vitality Degree....Pages 98-106
Finding Memoryless Probabilistic Relational Policies for Inter-task Reuse....Pages 107-116
Discovering Gene-Drug Relationships for the Pharmacology of Cancer....Pages 117-126
Ontology-Based Management of Uncertain Preferences in User Profiles....Pages 127-136
Decreasing Uncertainty When Interpreting Profiles through the Traffic Lights Panel....Pages 137-148
Determining Affinity of Users in Social Networks Using Fuzzy Sets....Pages 149-160
Idempotent Copulas with Fractal Support....Pages 161-170
On a Class of Variolinear Copulas....Pages 171-180
A Note on Exchangeable Copulas....Pages 181-185
How Many Archimedean Copul? Are There?....Pages 186-193
Non-commutative Product Logic and Probability of Fuzzy Events....Pages 194-205
Linear Representation of Residuated Lattices....Pages 206-215
An Extension of G?del Logic for Reasoning under Both Vagueness and Possibilistic Uncertainty....Pages 216-225
State-Complete Riesz MV-Algebras and L-Measure Spaces....Pages 226-234
On Finitely Valued Fuzzy Description Logics: The ?ukasiewicz Case....Pages 235-244
Handling Context in Lexicon-Based Sentiment Analysis....Pages 245-254
Possibilistic Rules from Fuzzy Prototypes....Pages 255-264
Extended Twofold-LDA Model for Two Aspects in One Sentence....Pages 265-275
Concept Identification in Constructing Multi-Document Summarizations....Pages 276-284
Quality Assessment in Linguistic Summaries of Data....Pages 285-294
Selection of the Best Suitable Sentences in Linguistic Descriptions of Data....Pages 295-304
Some Results on the Composition of L-Fuzzy Contexts....Pages 305-314
On a Generalization of Yager’s Implications....Pages 315-324
Coimplications on Finite Scales....Pages 325-334
Survival Implications....Pages 335-344
Generated Implications Revisited....Pages 345-354
Fuzzy Negation and Other Weak Fuzzy Connectives....Pages 355-364
Fuzzy Implications: Novel Generation Process and the Consequent Algebras....Pages 365-374
A Note on the Distributivity of Fuzzy Implications over Representable Uninorms....Pages 375-384
Bandler-Kohout Subproduct with Yager’s Classes of Fuzzy Implications....Pages 385-394
Solving General Fuzzy Relation Equations Using Property-Oriented Concept Lattices....Pages 395-404
Teacher Support for Theatrical Learning Support in Lectutainment....Pages 405-414
Students’ Posture Sequence Estimation Using Spatio-temporal Constraints....Pages 415-424
Investigation of a Method to Estimate Learners’ Interest Level for Agent-Based Conversational e-Learning....Pages 425-433
Application of Fuzzy Relations to Test Theory....Pages 434-440
A Recommender System with Uncertainty on the Example of Political Elections....Pages 441-449
Generation of Interval-Valued Intuitionistic Fuzzy Implications from K-Operators, Fuzzy Implications and Fuzzy Coimplications....Pages 450-460
Ranking of Bipolar Satisfaction Degrees....Pages 461-470
Additive Generators Based on General Arithmetic Operators in Interval-Valued Fuzzy Set Theory....Pages 471-480
Certain Aspects of Decision Making Model: Intuitionistic Fuzzy Preference Relations....Pages 481-490
Local IF-Divergences....Pages 491-500
Distributivity of Implication Operations over T-Representable T-Norms Generated from Continuous and Archimedean T-Norms....Pages 501-510
Dual Connectives in Fuzzy Reasoning....Pages 511-520
New Types of Compositions of Intuitionistic Fuzzy Relations in Decision Making Problems....Pages 521-528
A New Approach to Principal Component Analysis for Intuitionistic Fuzzy Data Sets....Pages 529-538
RFID Data Monitoring and Cleaning Using Tensor Calculus....Pages 539-549
Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease....Pages 550-559
Framework for the Establishment of Resource-Aware Data Mining Techniques on Critical Infrastructures....Pages 560-569
Rough SQL – Semantics and Execution....Pages 570-579
Back Matter....Pages -
Polynomial Asymptotic Complexity of Multiple-Objective OLAP Data Cube Compression....Pages 580-593
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