Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Refinements and Their Application to Qualitative Decision Evaluation
- Belief Functions and Cluster Ensembles
- Upper Probabilities Attainable by Distributions of Measurable Selections
- Belief Revision and Inconsistency Handling
- Merging Qualitative Constraints Networks Using Propositional Logic
- Distance-Based Semantics for C-Structure Belief Revision
- Merging Belief Bases Represented by Logic Programs
- Knowledge Base Stratification and Merging Based on Degree of Support
- Using Transfinite Ordinal Conditional Functions
- The Non-archimedean Polynomials and Merging of Stratified Knowledge Bases
- Encoding the Revision of Partially Preordered Information in Answer Set Programming
- A Distance-Based Operator to Revising Ontologies in DL
- Classification and Clustering
- An Experimental Study about Simple Decision Trees for Bagging Ensemble on Datasets with Classification Noise
- Incremental Maintenance of Frequent Itemsets in Evidential Databases
- A Bayesian Random Split to Build Ensembles of Classification Trees
- HODE: Hidden One-Dependence Estimator
- On the Effectiveness of Diversity When Training Multiple Classifier Systems
- On the Use of Clustering in Possibilistic Decision Tree Induction
- When in Doubt ... Be Indecisive
- Conditioning, Independence, Inference
- Acyclic Directed Graphs to Represent Conditional Independence Models
- Towards a Conscious Choice of a Similarity Measure: A Qualitative Point of View
- Integrated Likelihood in a Finitely Additive Setting
- Triangulation Heuristics for BN2O Networks
- Default Reasoning
- A Default Logic Patch for Default Logic
- A Note on Cumulative Stereotypical Reasoning
- Realizing Default Logic over Description Logic Knowledge Bases
- Dealing Automatically with Exceptions by Introducing Specificity in ASP
- Foundations of Reasoning and Decision Making under Uncertainty
- Generalised Label Semantics as a Model of Epistemic Vagueness
- Handling Analogical Proportions in Classical Logic and Fuzzy Logics Settings
- Qualitative Possibilities and Necessities
- Probabilistic Reasoning by SAT Solvers
- Fuzzy Sets and Fuzzy Logic
- Supporting Fuzzy Rough Sets in Fuzzy Description Logics
- Possibilistic Measures Taking Their Values in Spaces Given by Inclusion-Closed Fragments of Power-Sets
- Different Representations of Fuzzy Vectors
- Elicitating Sugeno Integrals: Methodology and a Case Study
- Implementation and Applications of Uncertain Systems
- Robust Gene Selection from Microarray Data with a Novel Markov Boundary Learning Method: Application to Diabetes Analysis
- Brain Tumor Segmentation Using Support Vector Machines
- Ensemble Learning for Multi-source Information Fusion
- Bayesian Belief Network for Tsunami Warning Decision Support
- Anti-division Queries with Ordinal Layered Preferences
- Predicting Stock and Portfolio Returns Using Mixtures of Truncated Exponentials
- Logics for Reasoning under Uncertainty
- Non-deterministic Distance Semantics for Handling Incomplete and Inconsistent Data
- A Simple Modal Logic for Reasoning about Revealed Beliefs
- Complexity and Cautiousness Results for Reasoning from Partially Preordered Belief Bases
- A Logic for Complete Information Systems
- Markov Decision Processes
- An Uncertainty-Based Belief Selection Method for POMDP Value Iteration
- Optimal Threshold Policies for Multivariate Stopping-Time POMDPs
- An Evidential Measure of Risk in Evidential Markov Chains
- Mathematical Fuzzy Logic
- Algebras of Fuzzy Sets in Logics Based on Continuous Triangular Norms
- Soft Constraints Processing over Divisible Residuated Lattices
- On the Convergence with Fixed Regulator in Residuated Structures
- Open Partitions and Probability Assignments in Gödel Logic
- Exploring Extensions of Possibilistic Logic over Gödel Logic