Advances in Computational Intelligence, Part IV
14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9 - 13, 2012. Proceedings, Part IV
Published on 23. July 2012
XVI, 692 pages
978-3-642-31724-8 (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; multi criteria 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 IV
14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9 - 13, 2012. Proceedings, Part IV
Book
06/2012
Springer
€53.49
Shipment within 7-9 days
Persons
Content
- Title
- Preface
- Organization
- Table of Contents - Part IV
- Fuzzy Uncertainty in Economics and Business
- Supplier Selection Decisions: A Fuzzy Logic Model Based on Quality Aspects of Delivery
- Introduction
- Methodology
- Description of Survey
- Fuzzy Model Development
- Application
- Discussion
- Future Research
- References
- Modified Net Present Value under Uncertainties:An Approach Based on Fuzzy Numbers and Interval Arithmetic
- Introduction
- The Modified Net Present Value Method
- The MNPV Method under Uncertainties
- The MNPV with Fuzzy Cash Flows and Fuzzy Rates
- The MNPVfuzzy Function
- Conclusions
- References
- Evolving Fuzzy Modeling for Stock Market Forecasting
- Introduction
- Evolving Functional Fuzzy Inference Systems
- Learning Antecedents by eClustering+
- Participatory Learning Clustering
- Recursive Consequent Parameters Identification
- Computational Results and Analysis for Stock Market Forecast
- Data
- Implementation of Evolving Models
- Results and Analysis
- Conclusion
- References
- Distance-Based Characterization of Inconsistency in Pairwise Comparisons
- Introduction
- Inconsistency as Distance in Matrix Space
- Distance Induced Inconsistency
- Geometrical Properties
- References
- A Fuzzy Method for the Assessment of the Scientific Production
- Introduction
- Preliminaries
- The Class Assignment Problem for Publications
- The Fuzzy Model
- Final Remarks and Conclusions
- References
- A Possibilistic Approach to Evaluating Equity-Linked Life Insurance Policies
- Introduction
- Fuzzy Random Variables
- A Fuzzy Pricing Model for Life Insurance Policies
- A Possibilistic Approach to Defuzzification
- Equity-Linked Life Insurance Policies
- The Fuzzy Binomial-Tree Model
- Evaluation of Equity-Linked Life Endowment Policies
- Application
- Conclusions
- References
- A Political Scenario Faced by a New Evaluation of Intuitionistic Fuzzy Quantities
- Introduction
- Fuzzy Quantities
- Intuitionistic Fuzzy Quantities
- Evaluation of Intuitionistic Fuzzy Quantities
- Ambiguity of Intuitionistic Fuzzy Quantities
- Ranking Intuitionistic Fuzzy Quantities
- Voters Application
- Conclusions
- References
- Average Rate of Return with Uncertainty
- Introduction
- Basic Notions in Interval Arithmetic
- The Average Internal Rate of Return (AIRR)
- Interval Investment Appraisal
- Conclusions
- References
- Parallel Machine Scheduling under Uncertainty
- Introduction and Motivation
- Parallel Machine Scheduling under Uncertainty
- Approximation Results for the General Problem
- Approximation Results for Min-Max P||Cmax
- Some Results for Hur P||Cmax
- Conclusions
- References
- An Application in Bank Credit Risk Management System Employing a BP Neural Network Based on sfloat24 Custom Math Library Using a Low Cost FPGA Device
- Introduction
- Artificial Neural Network ─ Back Propagation Algorithm Operating Principle
- FPGA Implementation - Simulation Results
- Conclusions
- References
- Concentration Measures in Portfolio Management
- Introduction
- Concentration Measures: Gini and Hirschmann-Herfindahl (HHI) Indices
- The Hirschmann-Herfindahl Index, HHI
- The Gini Coeficient
- Application of Concentration Measures in Portfolio Allocation
- Pretension Level
- HHI of Weights and Return of Portfolios
- HHI and the Efficient Frontier
- Conclusion
- References
- Decision Making under Scenario Uncertainty in a Requirement Planning
- Introduction
- Preliminaries
- Decisions under Uncertainty in Requirement Planning
- Min-Max Optimization
- Hurwicz-Based Optimization
- OWA-Based Optimization
- Possibilistic Optimization
- Conclusions
- References
- New Trends in De Finetti's Approach
- Finitely Additive FTAP under an Atomic Reference Measure
- Introduction
- Known Results
- Notation
- Existence of EMFA's
- New Results in Case of Atomic P0
- References
- A Further Empirical Study on the Over-Performance of Estimate Correction in Statistical Matching
- Introduction
- Statistical Matching in a Coherent Setting
- Removing Inconsistencies in Statistical Matching
- On the Estimate Target
- Empirical Comparison of Credal Sets
- Hausdorff Distance
- Informative Distance
- References
- Claims Reserving in Non-life Insurance: A Fully Bayesian Model
- Introduction
- The Claims Reserving Problem in Non-life Insurance
- The Chain Ladder Approach: The Classical Framework
- The Chain Ladder as a Method for Point Estimates
- A Stochastic CL Model: The Time Series Chain Ladder
- A Bayesian Model: The Normal Bayesian Chain Ladder
- Model Assumptions
- Implementing the Model
- Variance of the Ultimate Costs
- The Case of Improper Priors
- Example of Application
- References
- Coherent Conditional Previsions and Proper Scoring Rules
- Introduction
- Some Preliminary Notions
- Scoring Rules and Admissibility for Conditional Prevision Assessments
- Coherence and Admissibility of Conditional Prevision Assessments
- References
- Exchangeability in Probability Logic
- Introduction
- Generalized Conjunction
- Predictive Inference
- Modus Ponens
- Cardinalities
- Or Rule
- Modus Tollens
- Conclusions
- References
- Coherence for Uncertainty Measures Given through ?-Basic Assignments Ruled by General Operations
- Introduction
- -Basic Assignment
- Additive Basic Assignments
- Maxitive Basic Assignments
- Inference
- Lower and Upper Extensions
- References
- Fuzzy Measures and Integrals
- Quasi-Lov´asz Extensions and Their Symmetric Counterparts
- Introduction
- Lovász Extensions and Symmetric Lovász Extensions
- Quasi-Lovász Extensions and Symmetric Quasi-Lovász Extensions
- Comonotonic Modularity
- Axiomatization and Representation of Quasi-Lovász Extensions and Their Symmetric Counterparts
- References
- Choquet Integration and the AHP: Inconsistency and Non-additivity
- Introduction
- Choquet Integration
- A Measure of Dominance Consistency in the AHP
- Extending the Aggregation Scheme of the AHP
- References
- Minimax Regret Capacity Identification
- Introduction
- Basic Definitions
- Problem Statement
- Capacity Identification Problem
- Main Results
- Finding the Robust Capacity
- Conclusion
- References
- A Characterization of Fuzzy Integrals Invariant with Respect to Permutation Groups
- Introduction and Motivation
- Preliminaries
- Structures of Truth Values
- Fuzzy Sets
- Fuzzy Measure Spaces, Integrals and Isomorphisms
- Isomorphisms of Fuzzy Measure Spaces
- Fuzzy Measure Spaces Closed under Isomorphisms
- Invariant Fuzzy Integrals with Respect to Permutation Groups
- References
- Vector-Valued Choquet Integrals for Set Functions and Bi-capacities
- Introduction
- Fuzzy Measure, Bi-capacities, and Choquet Integrals
- Fuzzy Measure
- Set Function
- Bi-capacity
- Bi-set Functions
- Logical Vector-Valued Choquet Integrals
- Vector-Valued Choquet Integrals
- Symmetric Difference Expression
- Interpretation of Symmetric Difference Expression
- AV-Type Logical Choquet Integral
- Vector-Valued Choquet Integrals for Bi-set Functions
- Vector-Valued Choquet Integrals for Bi-set Functions
- Symmetric Difference Expression for Bi-set Functions
- Interpretation of Symmetric Difference Expression
- Numerical Examples
- Set Functions
- Bi-set Functions
- Conclusion
- References
- A Probabilistic Representation of Exact Games on s-Algebras
- Introduction
- Exact Functionals and Exact Games
- Exact Games
- Exact Functionals
- A Probabilistic Characterization of Exact Functionals
- Law Invariance and the Fatou Property
- Choquet Integral Representation
- Anonymous Exact Games
- Representation of Anonymous Exact Games
- Representation of Anonymous Convex Games
- References
- Elicitation of a 2-Additive Bi-capacity through Cardinal Information on Trinary Actions
- Introduction
- Basic Concepts
- 2-Additive Bi-capacities
- Choquet Integral W.R.T. a 2-Additive Bi-capacity
- Elicitation of a 2-Additive Bi-capacity
- The Set of Trinary Actions and Relations
- The Representation and the Linear Program to Solve
- References
- SMAA-Choquet: Stochastic Multicriteria Acceptability Analysis for the Choquet Integral
- Introduction
- The Choquet Integral Decision Model
- SMAA
- An Extension of the SMAA Method to the Choquet Integral Decision Model
- A Didactic Example
- Conclusions
- References
- An Axiomatization of the Choquet Integral and Its Utility Functions without Any Commensurability Assumption
- Introduction
- Notation and the Choquet Integral
- Construction of Profiles of Commensurate Values
- Basic Assumptions
- Motivation of Our Main Axiom
- Commensurability between Two Criteria
- Some Properties of the Commensurability Function
- Construction of Commensurability Sequences
- Axiomatization Result
- Decomposition U on T and Homogeneity Property
- Link between Comm and i
- Interpretation of the CTI Axiom
- Characterization Result
- References
- Eliciting CPTS-Integrals on Bipolar Scale
- Introduction
- Framework and Notations
- The Data Set
- S-Integrals and CPTS-Integrals: A Brief Reminder
- Elicitation of S-Integrals Agreeing with a Data Set
- Technical Results Concerning CPTS-Integral
- Elicitation of a CPTS-Integral Agreeing with a Data Set
- How to Represent Incompatible Data
- Concluding Remarks
- References
- On Weak Null-Additivity of Monotone Measures
- Introduction
- Notation and Definitions
- Weak Null-Additivity and Pseudometric Generating Property
- Weak Null-Additivity and Convergence of Measurable Functions
- Concluding Remarks
- References
- Some Comments to the Fuzzy Version of the Arrow-Sen Theorem
- Introduction
- Classic Choice Theory
- Basic Definition
- Arrow-Sen Theorem and Further Results on the Rationality Problem
- Fuzzy Choice Theory
- Basic Definitions
- G- and M- Normality and Rationality
- Fuzzy Revealed Preference and Fuzzy Congruence Axioms
- Expansion Contraction Conditions and Rationality
- Quasi-Transitivity and Condition F
- Conclusions and Open Problems
- References
- Product Triplets in Winning Probability Relations
- Introduction
- The Cycle Transitivity Framework
- Dice Representability of a Reciprocal Relation
- The 4-Cycle Condition for Dice Representability
- Product Triplets in Winning Probability Relations
- References
- Opening Reciprocal Relations w.r.t. Stochastic Transitivity
- Introduction
- Definitions and Basic Results
- Reciprocal Relations
- Stochastic Transitivity
- Closures and Openings
- Closures in QX
- Openings in QX
- Examples
- Conclusion
- References
- Multicriteria Decision Making
- Investigating Properties of the -Consistency Index
- Introduction
- Notation and Preliminaries
- Alo-groups
- Real Divisible Alo-Groups
- PCMs on Real Continuous Divisible Alo-groups
- -Consistent PCMs
- Properties of the -Consistency Index IG(A)
- Invariance under Permutation of Alternatives
- Link between IG(A) and wm(A)
- Monotonicity under Reciprocity Preserving Mapping
- Strict Monotonicity on Single Entries
- Conclusions and Future Work
- References
- Finding Optimal Presentation Sequences for a Conversational Recommender System
- Introduction
- Methodology
- A Model for Finding Optimal Presentation Sequences
- States
- Events
- The Evaluation Function
- Implementation and Behavior of the Selected Policy
- Summary and Conclusion
- References
- Rank Reversal as a Source of Uncertainty and Manipulation in the PROMETHEE II Ranking: A First Investigation
- Introduction
- Concepts and Notations
- Evaluation of Rank Reversal through Linear Programming
- Experiments
- Conclusion
- References
- Environmental Aspects Selection for EEE Using ANP Method
- Introduction
- Life Cycle Assessment
- Environmental Aspect Selection Problem
- Conclusion
- References
- A Hybrid Weighting Methodology for Performance Assessment in Turkish Municipalities
- Introduction
- Weighting Methods
- The Existing And Proposed Performance Assessment Systems
- Existing Methodology
- Proposed Hybrid Weighting Approach
- Framework of the Approach
- Numerical Example
- Conclusion
- References
- Approximation and Optimization of Polyhedral Discrete and Differential Inclusions
- Introduction
- Optimization of Polyhedral Discrete Inclusions
- Optimization of Polyhedral Discrete-Approximation Problem
- Approximation and Optimization of Inequality Constraints
- References
- Reasoning under Uncertainty in the AHP Method Using the Belief Function Theory
- Introduction
- Analytic Hierarchy Process
- Belief Function Theory
- Basic Concepts
- Operations on the Product Space
- AHP Method in an Uncertain Environment
- AHP Method in the Belief Function Context
- Uncertain AHP Approach
- Example
- Conclusion
- References
- Studying the Impact of Information Structure in the PROMETHEE II Preference Elicitation Process: A Simulation Based Approach
- Introduction
- The PROMETHEE II Method
- Experimental Setup
- Results
- Conclusion
- References
- Fuzzy IRR with Fuzzy WACC and Fuzzy MARR
- Introduction
- T-Norm and T-Conorm Fuzzy Relations
- Structure of the Proposed Methodology
- Fuzzy WACC
- Fuzzy MARR
- Fuzzy IRR
- Decision Rules
- Numerical Example
- Fuzzy WACC
- Fuzzy MARR
- Fuzzy IRR
- Decision Rules
- Conclusions
- References
- Risk Evaluation of Warehouse Operations Using Fuzzy FMEA
- Introduction
- Fuzzy Numbers
- Fuzzy FMEA
- The Failure Modes of Warehouse Operations
- Risk Evaluation of Warehouse Operations
- Conclusion
- References
- End-of-Life Tyres Recovery Method Selection in Turkey by Using Fuzzy Extended AHP
- Introduction
- Tyre
- Tyre and ELT Statistics
- Tyre Recovery
- Mechanical Pulverization
- Waste to Energy Process in Cement Factory
- Pyrolysis
- Methodology-Fuzzy Extended AHP
- Application
- Conclusion
- References
- Multi-criteria Evaluation of Target Market Policies Using Choquet Integral
- Introduction
- Selection Criteria for Target Market Policies
- Financial Factors (F)
- Risk (R)
- Demand (D)
- Environmental and Social Factors (ES)
- Choquet Integral And Steps Of Methodology
- Application to Target Market Policies Evaluation in a Distributor Firm
- Conclusion
- References
- Multi-criteria Evaluation to Prioritize the Organic Farm Site Using Extended Vikor Method
- Introduction
- Organic Agriculture in Turkey
- Extended VIKOR Method
- Organic Farm Site Selection
- The Case of Turkey
- Conclusion
- References
- New Product Selection Using Fuzzy Linear Programming and Fuzzy Monte Carlo Simulation
- Introduction
- Literature Review
- Mathematical Programming for Fuzzy Capital Budgeting
- Fuzzy Set Theory
- Fuzzy Operations
- Ranking Fuzzy Numbers
- Capital Budgeting Using Fuzzy Linear Programming
- Fuzzy Monte Carlo Simulation Method
- An Application: New Product Selection
- Conclusions
- References
- Multicriteria Environmental Risk Evaluation Using Type II Fuzzy Sets
- Introduction
- Environmental Risk Evaluation: Alternatives and Criteria
- Type II Fuzzy Sets
- Fuzzy TOPSIS with Type-II Fuzzy Sets
- Application
- Conclusion
- References
- Fuzzy Multiobjective Linear Programming: A Bipolar View
- Introduction
- Preliminaries
- Bipolarity
- OWA Operator
- Fuzzy Multiobjective Linear Programming
- Illustration
- Concluding Remarks
- References
- Interaction of Criteria and Robust Ordinal Regression in Bi-polar PROMETHEE Methods
- Introduction
- The Bipolar PROMETHEE
- Determining Comprehensive Preferences
- Determining the Importance, the Interaction, and the Power of the Opposing Criteria
- The Case of PROMETHEE Method
- Defining a Manageable and Meaningful Bi-polar Capacity Measure
- The 2-Order Bi-polar Choquet Integral
- Assessing the Preference Information
- A Linear Programming Model
- Restoring PROMETHEE
- A Constructive Learning Preference Information Elicitation Process
- ROR Applied to Bipolar PROMETHEE Method
- Conclusions
- References
- On the Use of Argumentation for Multiple Criteria Decision Making
- Introduction
- Basics of Argumentation
- Qualitative Bipolar Multiple Criteria Decisions
- Argument-Based Decisions
- Handling Arguments Pros
- Handling Arguments Cons
- Bipolar Argumentation Frameworks
- Discussion
- References
- Uncertainty in Privacy and Security
- Privacy-Aware Database System for Retrieving Facial Images
- Introduction
- Privacy Protection for Facial Image Retrieval System
- Encryption of Facial Images Using a Cryptographic Key
- Problem Associated with Previously Developed Methods
- Facial Feature Quantization for Encryption
- Quantization Based on Entropy
- Experiment
- System Implementation
- Experiment and Evaluation
- Results and Discussion
- Conclusion
- References
- A Model for Assessing the Risk of Revealing Shared Secrets in Social Networks
- Introduction
- Related Work
- Preliminaries
- Problem Definition and Model
- An Illustrative Example
- Conclusions and Future Directions
- References
- Privacy Issues in Social Networks: A Brief Survey
- Introduction
- Basic Concepts in Social Networks
- Privacy Attacks on Social Networks
- Metrics for Privacy Study in SNs
- Data Mining Approaches to Privacy Preserving in Social Networks
- Link Privacy
- Differential Privacy
- Conclusions and Future Directions
- References
- Towards k-Anonymous Non-numerical Data via Semantic Resampling
- Introduction
- Preliminaries
- The Resampling Method
- Ontology-Based Semantic Similarity
- Semantic k-Anonymous Resampling for Non-numerical Data
- k-Anonymous Resampling
- Semantic Operators for Non-numerical Data
- Evaluation
- Conclusions
- References
- Exploiting Adversarial Uncertainty in Robotic Patrolling: A Simulation-Based Analysis
- Introduction
- Review of the BGA Model
- An Experimental Approach
- Discrete Perception of Probabilities
- Experimental Settings and Results
- Conclusions and Further Work
- References
- Uncertainty in the Spirit of Pietro Benvenuti
- General Information for the Union of Not Disjoint Fuzzy Sets
- Introduction
- Preliminaires
- Statement of the Problem and Its Solution
- Conclusion
- References
- A Note on Decomposition Integrals
- Introduction
- Well-Known Integrals
- The PC Integral
- Conditions for Equality of Integrals
- Conclusion
- References
- Measures of Disagreement and Aggregation of Preferences Based on Multidistances
- Introduction
- Preliminaries
- Contractive Multidistances
- Measures of Disagreement
- Aggregation of Preferences Based on Multidistances
- An Example
- References
- Copula-Based Integration of Vector-Valued Functions
- Introduction
- Copulas and [0,1]-Valued Integrals
- Vector-Valued Functions and Copula-Based [0,1]-Valued Universal Integrals
- Discrete Copula-Based [0,1]-Valued n-Universal Integrals
- References
- Pseudo-concave Benvenuti Integral
- Introduction
- Benvenuti's Integral and Some Other Integrals
- Pseudo-concave Benvenuti Integral
- Examples
- Concluding Remarks
- References
- Coopetition
- An Economic Analysis of Coopetitive Training Investments for Insurance Agents
- Introduction
- Methodology
- The Model
- Concluding Remarks
- References
- A Coopetitive Approach to Financial Markets Stabilization and Risk Management
- Introduction
- Methodologies
- Financial Preliminaries
- The Game and Stabilizing Proposal
- The Description of the Game
- The Payoff Function of the Enterprise
- The Payoff Function of the Financial Institute
- Study of the Game
- Nash Equilibria
- Cooperative Solutions
- Coopetitive Approach
- Conclusions
- Reference
- Global Green Economy and Environmental Sustainability: A Coopetitive Model
- Introduction
- Environmental Sustainability (ES)
- Geopolitical Situation
- Green Economy
- The Coopetition
- Our Model
- The Model: An ES Coopetitive Model of Economy
- Strategies
- Main Strategic Assumptions
- Payoff Function of Country c
- Payoff Function of the Rest of the World w
- Payoff Function of the Coopetitive Game
- Study of the Game G = (p, )
- Payoff Space and Pareto Boundary of the Payoff Space of G(z)
- Payoff Space of the Co-opetitive Game G
- Solutions of the Model
- Properly Coopetitive Solutions
- Construction of the Nash Path
- Super-Cooperative Solutions
- Sunk Costs
- Conclusions
- References
- Asymmetric R&D Alliances and Coopetitive Games
- Introduction
- Coopetitive Games
- The Model for n Players
- Two Players Coopetitive Games
- Terminology and Notation
- Normal Form Games of a Coopetitive Game
- Solutions of a Coopetitive Game
- An Asymmetric Interaction among Firms
- The Mixed Extension
- The Mixed Extension and the Coopetitive Extension
- References
- Game Theory
- A Job Scheduling Game Based on a Folk Algorithm
- Introduction
- Related Works
- The Multi Agent System Model
- Competing agents
- The Strategic Game Form Model
- The Prisoner's Dilemma
- The Folk Theorem
- MiniMax Algorithm
- MOS Algorithm
- The Proposed MOS Algorithm Integration on a Multi-cores Architecture
- Experimental Results
- Conclusions
- References
- Randomized Game Semantics for Semi-fuzzy Quantifiers
- Introduction
- Randomizing Henkin-Hintikka games
- From H-Games to H-Games
- (Semi-)Fuzzy Quantifiers and Random Witnesses
- Proportionality Quantifiers
- Conclusion
- References
- Algorithms for Payoff Trajectories in C1 Parametric Games
- Introduction
- Preliminaries and Notations
- The Method for C1 Games
- Topological Boundary
- Two Players Parametric Games
- Aims of the Paper
- Payoff Set-Dynamics
- The Game Framework of the Algorithm
- Numerical Results
- The algorithm
- Examples
- What's New in Our Paper
- First Game: (f,&) with p=1
- Second Game: (f,&) with p=0.1
- Third Game: (f,&) with p=0.5
- Fourth Game: (f,&) with p=2
- Fifth Game: (f,&) with p=10
- Sixth Game: (g,&)
- Seventh Game: (h,&)
- Eighth Game: (c,&) (A Parametric Extension of the Cournot Game)
- References
- Probabilistic Approach
- Rule-Base Design Using Probabilistic Weights: A Preliminary Analysis of Uncertainty Aspects
- Introduction
- Wang-Mendel Method
- The Proposed Approach
- The Proposed Algorithm
- Experiments and Results
- Conclusions
- References
- Biomedical Diagnosis Based on Ion Mobility Spectrometry - A Case Study Using Probabilistic Relational Modelling and Learning
- Introduction
- Ion Mobility Spectrometry and the IMS Database Dbc
- Peak Clustering
- A Toolbox for Experiments and Their Evaluation
- Experiments
- Relational Probabilistic Modelling and Learning for Dbc
- Binary and Probabilistic Accuracy
- Learning Scenarios and Inference Results
- Conclusions and Further Work
- References
- Conditioning in Decomposable Compositional Models in Valuation-Based Systems
- Introduction to Valuation-Based Systems
- Conditionals
- Decomposable Compositional Models in VBS
- Conditioning in Decomposable Compositional Models
- Summary and Conclusions
- References
- Author Index
