Advances in Computational Intelligence, Part II
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
Published on 20. July 2012
XVI, 600 pages
978-3-642-31715-6 (ISBN)
Description
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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Salvatore Greco | Bernadette Bouchon-Meunier | Giulianella Coletti
Advances in Computational Intelligence, Part II
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
Book
06/2012
Springer
€53.49
Shipment within 7-9 days
Content
- Title
- Preface
- Organization
- Table of Contents - Part II
- 40th Anniversary of the Measures of Fuzziness
- Fuzzy Setting: Fuzziness of General Information
- Introduction
- Preliminaries
- Definition of Fuzziness for General Information
- Solution of the Problem
- Conclusion
- References
- A Probabilistic View of De Luca and Termini's Entropy
- Introduction
- Preliminaries and Notation
- Fuzzy Measures
- Probability and Entropy
- Fuzziness and Its Measure
- Evidence: BPA, Belief and Plausibility
- A Probabilistic View: Fuzzy Sets as Dissonant Evidences
- De Luca-Termini's Measure of Fuzziness as Probabilistic Entropy
- Representation of a Fuzzy Set by the BPA mPF
- Characterization of the ``Probabilistic-Fuzzy'' Evidences
- Concluding Remarks
- Considering Subnormal Fuzzy Sets
- Comments and Open Questions
- References
- A Briefing on Fuzziness and Its Measuring
- Introduction
- Fuzziness and Measure
- Additional Laws for the Measure of Fuzziness
- The Set [0,1]X/F
- Specifying F
- The Concept of Fuzzy Algebra
- Measures and Algebras
- Conclusion
- References
- Measures of Fuzziness under Different Uses of Fuzzy Sets
- Introduction
- A Different View on Fuzziness
- Measures of Fuzziness
- A Criticism to Axioms P2 and P3
- Measuring Fuzziness for Fuzzy Sets under a Conjunctive View
- A Random-Set View
- A New Relation =F
- Measure
- Conclusions
- References
- (= (+ Intelligence ?) Wisdom)
- Introduction
- Review of Wisdom Theories
- Review of Intelligence Theories
- On "Intelligence + X"
- On the Possible X
- Long-Term Evaluation
- Later Onset
- Present in Action
- On Moral Grounds
- Imprecise and Aside
- Relation to Fuzzy Measures
- Conclusion
- References
- Evaluating Decisions: Characteristics, Evaluation of Outcome and Serious Games
- Introduction
- Long Term and Short Term Decisions
- The Structure of Dilemmas
- Evaluating through Simulation: A Task for Serious Games
- Evaluating Decisions
- Conclusion
- References
- Measures of Observables and Measures of Fuzziness
- Introduction
- Quantum Mechanics and Measurement
- Theoretical Objects, States and Probabilities
- Quantum Probabilities
- Statistical Metrics in Micro Geometry
- From Probability Measures to Measures of Fuzziness
- From Quantum Mechanics to Fuzzy Sets and Systems
- Conclusion
- References
- A Few Remarks on the Roots of Fuzziness Measures
- Introduction
- The Unique Nature of Fuzzy
- Measuring Fuzziness
- A Practical Example
- Conclusions
- References
- SPS11 Uncertainty in Profiling Systems and Applications
- Understanding and Profiling User Requirements to Support the Conceptual Design of an Integrated Land Monitoring System
- Introduction
- The Problem Context
- Integrated Application of Decision Aid Tools
- The Procedure
- Conclusive Remarks
- References
- Dynamic Resampling Method for Classification of Sensitive Problems and Uneven Datasets
- Introduction
- Background on Classification of Unbalanced Datasets
- Dynamic Resampling in Neural Networks Training
- Experimental Setup
- Results
- Conclusions and Future Work
- References
- Handling Uncertain User Preferences in a Context-Aware System
- Introduction
- Use Case
- User Profile Adaptation Process
- Handling Uncertain Context-Dependent Preferences
- User Profile and Preference Ontology
- Uncertain Preference Representation and Reasoning
- Content Filtering and Feedback
- Related Work
- Concluding Remarks
- References
- Allocation of Service Centers in the GIS with the Largest Vitality Degree
- Introduction
- Basic Concepts and Definitions
- Method for Finding Service Centers
- Example of Service Centers Finding
- Conclusion
- References
- Finding Memoryless Probabilistic Relational Policies for Inter-task Reuse
- Introduction
- Background and Previous Work
- Policy Iteration within Abstract States
- Experiments
- Conclusions
- References
- Discovering Gene-Drug Relationships for the Pharmacology of Cancer
- Introduction
- Data Source: NCI60 Dataset
- The Proposed Framework
- Cluster Analysis
- Feature Selection
- Prediction
- Experimental Investigation
- Conclusions and Ongoing Research
- References
- Ontology-Based Management of Uncertain Preferences in User Profiles
- Introduction
- Related Work
- A Fuzzy Approach to Store the User Profile in an Ontology
- Initialization of the Profile
- Propagation of the Initial Preference and Certainty Values
- Dynamic Refinement of the User Profile
- Upwards Propagation
- Downwards Propagation
- Recommendation of Touristic Activities
- Conclusions
- References
- Decreasing Uncertainty When Interpreting Profiles through the Traffic Lights Panel
- Introduction
- On Clustering Interpretation
- Application Domain and Previous Work
- The Traffic Light Panels
- Automatic Building of Traffic Lights Panel
- Criterion 1: Automatic Construction of TLP Based on Equal Ranges and Conditional Mean
- Criterion 2: Automatic Construction of TLP Based on Equal Ranges and Conditional Median
- Uncertainty Evaluation on Traffic Light Panels
- Conclusions and Future Works
- References
- Determining Affinity of Users in Social Networks Using Fuzzy Sets
- Introduction
- Tag Clouds as User-Driven Resource Descriptors
- Concepts and Example
- Tag-Clouds and Their Importance
- Tagging Definitions and Structure
- General Overview
- Tags and Resources
- Fuzzy Representation of User's Interests and Activities
- User's Interests and Actions as Fuzzy Sets
- Fuzzy Relation as User Representation
- Affinity between Two Users
- Similarity of Users: Concept
- Cardinality of Fuzzy Sets
- Fuzzy-Based Determining of Affinity of Users
- Conclusions
- References
- Handling Uncertainty with Copulas
- Idempotent Copulas with Fractal Support
- Introduction
- Notation and Preliminaries
- Idempotent Copulas with Fractal Support
- Open Points and Future Work
- References
- On a Class of Variolinear Copulas
- Introduction
- Review of Semilinear, Biconic and Ortholinear Copulas
- Variolinear Copulas
- Variolinear Copulas with Line Segments Governed by Linear Functions
- Examples
- References
- A Note on Exchangeable Copulas
- Introduction
- MainResults
- An Application
- References
- How Many Archimedean Copulæ Are There?
- Introduction
- An Introduction to t-Norms
- Copulæ and t-Norms
- Isomorphisms of Generators
- References
- Formal Methods to Deal with Uncertainty of Many-Valued Events
- Non-commutative Product Logic and Probability of Fuzzy Events
- Introduction
- Non-commutative Product Logic: Definitions and Properties
- Normal Theories and Deduction Theorem
- Probabilistic Non-commutative Product Logic
- References
- Linear Representation of Residuated Lattices
- Introduction
- Residuated, Commutative -monoid of Residuated Maps
- Commutative Monoids (H, ?) and (H+, ?) of Residuated Maps
- Residuated, Commutative -monoids (H,=, ?) and (H+,=d, ?) of Residuated Maps
- Representation Theorem for Residuated, Commutative l-monoids
- Semimodules in Residuated, Commutative l-monoid
- Semi-linear Spaces
- Semigroup of Endomorphisms
- Linear Representation of Residuated Commutative l-monoid
- Linear Representation by Endomorphisms with One Generator
- Linear Representation by Endomorphisms Induced by Vector Products
- Conclusion
- References
- An Extension of G¨odel Logic for Reasoning under Both Vagueness and Possibilistic Uncertainty
- Introduction
- The Logic FNG~(Q) and Its Possibilistic Semantics
- CADIAG-2 and the Logic FNG~(Q)
- Final Remarks and Future Work
- References
- State-Complete Riesz MV-Algebras and L-Measure Spaces
- Introduction
- Preliminaries
- Concrete Representation for State-Complete Riesz MV-Algebras
- Duality for State-Complete Riesz MV-Algebras
- References
- On Finitely Valued Fuzzy Description Logics: The Lukasiewicz Case
- Introduction
- The Finitely Valued Lukasiewicz Logic with Truth Constants
- Then-Valued Lukasiewicz Description Logics ALC Lcn
- ALC Lcn and Modal Finite-Valued Lukasiewicz Logics
- Reasoning
- Knowledge Bases for ALC Lcn
- Reasoning Tasks in ALC Lc
- Decidability and Complexity Issues
- References
- Linguistic Summarization and Description of Data
- Handling Context in Lexicon-Based Sentiment Analysis
- Introduction
- Extensible Knowledge Model: Lexicon
- Lexicon Structure
- Linguistic Expressions
- Handling Context
- Delimiting the Context
- Sentiment Summary Report
- Evaluation Performance
- Conclusions and Future Works
- References
- Possibilistic Rules from Fuzzy Prototypes
- Introduction
- Possibilistic Rules for Fuzzy Prototypes
- Fuzzy Prototype Based Semantic Labels
- Rule Based Learning Algorithm for Fuzzy Prototypes
- Experimental Results
- Data Set Distribution
- Summary of Results
- Result of Sunspot Prediction
- Conclusion
- References
- Extended Twofold-LDA Model for Two Aspects in One Sentence
- Introduction
- Related Work
- Problem Statement
- Model Description
- Aspect Count by Jaccard and Term Frequency - Inverse Document Frequency (Tf/Idf)
- Altering the Output
- Experimental Results
- Datasets
- Results
- Conclusion
- References
- Concept Identification in Constructing Multi-Document Summarizations
- Introduction
- Preliminaries
- Multisets
- Merge Functions
- Multi-Document Summarization
- Influencing the Content Selection
- Conclusion
- References
- Quality Assessment in Linguistic Summaries of Data
- Introduction
- Quality in Linguistic Summaries
- The Concept of Quality
- A Multidimensional Model
- Illustrating the Model with Fuzzy Summarization of Time Series
- Quantified Sentences as a Tool to Summarize Data
- An Instantiation of the Proposed Model
- Example
- Conclusions and Further Work
- References
- Selection of the Best Suitable Sentences in Linguistic Descriptions of Data
- Introduction
- Granular Linguistic Model of Phenomena
- Text Generation
- Pruning
- Aggregation
- Application
- Conclusions
- References
- Fuzzy Implications: Theory and Applications
- Some Results on the Composition of L-Fuzzy Contexts
- Introduction
- Composed Formal Contexts
- Particular Case: When a Formal Context Is Composed with Itself
- Extension to the L-Fuzzy Context Case
- Composition of L-Fuzzy Contexts Associated with an Implication Operator
- Composition of an L-Fuzzy Context with Itself
- Conclusions and Future Work
- References
- On a Generalization of Yager's Implications
- Introduction
- Preliminaries
- Generalized Yager's Operations
- Generalized f-Generated Operations with f(0) & 8
- Conclusions and Future Work
- References
- Coimplications on Finite Scales
- Introduction
- Preliminaries
- Coimplications on Discrete Settings
- T-Coimplications on Discrete Settings
- Residual Coimplications
- Conclusions
- References
- Survival Implications
- Introduction
- Fuzzy Implications
- Survival Implication
- Survival Implications and the Dependence Structure
- Survival S-Implications
- Conclusions
- References
- Generated Implications Revisited
- Introduction and Preliminaries
- IT,f Implications
- Generalizations of (U,N)- and RU-Implications
- Conclusions
- References
- Fuzzy Negation and Other Weak Fuzzy Connectives
- Introduction
- Basic Definitions
- Laws of Contradiction and Excluded Middle
- Negation Generated from Conjunction or Disjunction
- Negation Generated by Implication and Negation
- Conclusions
- References
- Fuzzy Implications: Novel Generation Process and the Consequent Algebras
- Introduction
- Fuzzy Implications: Definition and Basic Properties
- FIs from FIs and Structures on FI
- Lattice of Fuzzy Implications
- Convex Classes of Fuzzy Implications
- Conjugacy Classes of Fuzzy Implications
- Compositions of Fuzzy Implications
- Novel Generation Methods and Algebras on FI
- Semigroup of Fuzzy Implications
- Monoid of Fuzzy Implications
- Powers of Fuzzy Implications w.r.t and
- Commutative Algebras on Fuzzy Implications
- Commutative Monoids of Fuzzy Implications
- Semirings of Fuzzy Implications
- Commutative Semirings of Fuzzy Implications
- Concluding Remarks
- References
- A Note on the Distributivity of Fuzzy Implications over Representable Uninorms
- Introduction
- Preliminaries
- Cauchy Functional Equations on Real Extended Lines
- The Revised Solutions on Eq. (D2) for Representable Uninorms
- Conclusion
- References
- Bandler-Kohout Subproduct with Yager's Classes of Fuzzy Implications
- Introduction
- Measures of 'goodness' of a Fuzzy Inference Mechanism
- Motivation for the Work
- Fuzzy Implications
- Yager's Families of Fuzzy Implications
- Generalised Fuzzy Implication
- Fuzzy Inference Mechanism
- Bandler-Kohout Subproduct
- BK-Subproduct with Yager's Classes of Fuzzy Implications
- BKSwithf-Implications: Its Suitability
- Interpolativity of BKS with f-Implications
- Continuity of BKS with f-Implications
- Robustness of BKS with f-Implications
- BKSwithg-Implications
- Concluding Remarks
- References
- Solving General Fuzzy Relation Equations Using Property-Oriented Concept Lattices
- Introduction
- Fuzzy Property-Oriented Concept Lattices
- General Fuzzy Relation Equations
- Solving General Fuzzy Relation Equations
- Set of Solutions
- Conclusions and Future Work
- References
- Sensing and Data Mining for Teaching and Learning
- Teacher Support for Theatrical Learning Support in Lectutainment
- Introduction
- Lectutainment
- Learning Motivation Model
- Theatrical Learning Support
- Prototype System
- Examples of Theatrical Learning Support
- Teacher Support
- Fundamental Idea
- Web System for Preparing Theatrical Learning Support
- Superimposed Information
- Prototype Function
- Discussion
- Summary
- References
- Students' Posture Sequence Estimation Using Spatio-temporal Constraints
- Introduction
- Definition of Terms
- Posture Sequence
- Body Part State
- Spatio-temporal Constraints
- Posture Sequence Estimation
- Procedure
- Detection of Body Parts
- Confidence of Body Part States
- Belief of Posture
- Experiments
- Conclusion
- References
- Investigation of a Method to Estimate Learners' Interest Level for Agent-Based Conversational e-Learning
- Introduction
- Related Works
- Investigation of a Method for Estimating Interest Level
- Data Collection
- Relation between Interest Level and Nonverbal Behaviors
- Proposing Frequency-Based Estimation Method
- Experiment and Results
- Conclusion
- References
- Application of Fuzzy Relations to Test Theory
- Generation of Tests with Desired Properties
- Formalization of the Task and Problem Formulation
- The Direct Problem Solution
- The Inverse Problem
- Inverse Problems with Restrictions
- Conclusion
- References
- Theory and Applications of Intuitionistic Fuzzy Sets
- A Recommender System with Uncertainty on the Example of Political Elections
- Introduction
- Description of the Problem
- Modeling the Elements of a Recommender System
- Determining Similarity between a Candidate's and Voter'S Answers
- Linguistic Quantifier in Calculating Recommendation
- Conclusions
- References
- Generation of Interval-Valued Intuitionistic Fuzzy Implications from K-Operators, Fuzzy Implications and Fuzzy Coimplications
- Introduction
- Preliminaries
- Interval Representations
- Interval-Valued Fuzzy Negation and Interval-Valued Triangular (Co)norms
- K-Operators
- Interval-Valued Fuzzy (Co)implications
- S-Implications
- Interval-Valued Intuitionistic Fuzzy Implications
- Interval-Valued Intuitionistic Fuzzy S-Implications
- Conclusion and Final Remarks
- References
- Ranking of Bipolar Satisfaction Degrees
- Introduction
- Bipolar Satisfaction Degrees
- Definition and Basic Characteristics
- Bipolar Query Conditions
- Evaluation
- Aggregation of BSDs
- Ranking of BSDs
- Conclusions
- References
- Additive Generators Based on General Arithmetic Operators in Interval-Valued Fuzzy Set Theory
- Introduction
- The Lattice LI
- Arithmetic Operators on ¯LI
- Additive Generators on LI
- Additive Generators and Triangular Norms on LI
- References
- Certain Aspects of Decision Making Model: Intuitionistic Fuzzy Preference Relations
- Introduction
- Basic Definitions
- Operations on Preference Relations
- Transitivity Property
- Conclusion
- References
- Local IF-Divergences
- Introduction
- Intuitionistic Fuzzy Sets
- Measures of Comparison of IFS
- Local Property of the IF-Divergences
- Local IF-Divergences
- Properties of the Local IF-Divergences
- IF-Divergences and Divergences
- Conclusions
- References
- Distributivity of Implication Operations over T-Representable T-Norms Generated from Continuous and Archimedean T-Norms
- Introduction
- Basic Fuzzy Connectives
- Some New Results Pertaining to Functional Equations
- Distributive Equation for T-Representable T-Norms
- References
- Dual Connectives in Fuzzy Reasoning
- Introduction
- Duality in Lattices
- Duality between Fuzzy Conjunctions and Disjunctions
- Duality between Fuzzy Implications and Coimplications
- Residuation Principle
- Dual Relation Compositions
- L-Valued Fuzzy Reasoning
- Concluding Remarks
- References
- New Types of Compositions of Intuitionistic Fuzzy Relations in Decision Making Problems
- Introduction
- Basic Definitions
- Medical Diagnosis
- Conclusions
- References
- A New Approach to Principal Component Analysis for Intuitionistic Fuzzy Data Sets
- Introduction
- A Brief Introduction to Intuitionistic Fuzzy Sets
- Correlation
- Correlation between the Crisp Sets
- Correlation between the Fuzzy Sets
- Correlation between the A-IFSs
- Principal Component Analysis for the A-IFS Data
- Conclusions
- References
- Approximate Aspects of Data mining and Database Analytics
- RFID Data Monitoring and Cleaning Using Tensor Calculus
- Introduction
- Related Work
- RFID Data Modeling
- A General Model
- Properties
- Tensorial Representation
- Implementation
- RFID Data Processing
- Monitoring Queries
- Error Detection Queries
- Cleaning Queries
- Experiments
- Conclusion and Future Work
- References
- Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease
- Introduction
- Stable Coronary Heart Disease
- Diagnosis
- Treatment
- Automated Prediction of Coronary Atherosclerosis Presence
- Experimental Results
- Conclusion
- References
- Framework for the Establishment of Resource-Aware Data Mining Techniques on Critical Infrastructures
- Introduction
- Related Work
- Proposed Solution
- Analysis
- Architecture
- Implementation
- Experimentation Results
- Conclusions and Future Lines of Research
- References
- Rough SQL - Semantics and Execution
- Introduction
- Related Work
- Infobright's Architecture
- Rough Query
- Current Layout
- Solution Components
- Usage Examples
- Further Extensions
- Execution Internals
- Semantics of Results
- Inexact Querying
- Conclusions
- References
- Polynomial Asymptotic Complexity of Multiple-Objective OLAP Data Cube Compression
- Introduction
- Algorithm computeMQHist: Principles, Methods and Case Studies
- The Polynomial Asymptotic Complexity of Algorithm computeMQHist
- Conclusions and Future Work
- References
- Author Index
