Chapter
Extending Clause Learning DPLL with Parity Reasoning
Session 1B. Description Logics & Ontologies
Complexity of Axiom Pinpointing in the DL-Lite Family of Description Logics
Tractable Reasoning with DL-Programs over Datalog-Rewritable Description Logics
Enriching EL -Concepts with Greatest Fixpoints
Tableau-Based Forgetting in ALC Ontologies
Verifying Properties of Infinite Sequences of Description Logic Actions
A Hybrid Continuous Max-Sum Algorithm for Decentralised Coordination
BnB-ADOPT+ with Several Soft Arc Consistency Levels
Optimal Task Migration in Service-Oriented Systems: Algorithms and Mechanisms
Modeling the Problem of Many Hands in Organisations
Session 1D. Diagnosis & Discovery
Event Model Learning from Complex Videos Using ILP
A Decentralised Symbolic Diagnosis Approach
Diagnosability Analysis of Discrete Event Systems with Autonomous Components
Diagnosing Process Trajectories Under Partially Known Behavior
Session 1E. Argumentation & Dialogue
Computation in Extended Argumentation Frameworks
An Argumentation-Based Approach to Database Repair
A Common Computational Framework for Semiring-Based Argumentation Systems
Behavior-Oriented Commitment-Based Protocols
Session 1F. Learning-Based Applications (PAIS)
Using Crowdsourcing and Active Learning to Track Sentiment in Online Media
Multiscale Adaptive Agent-Based Management of Storage-Enabled Photovoltaic Facilities
Non-Intrusive Detection of Driver Distraction Using Machine Learning Algorithms
Learning and Meta-Learning for Coordination of Autonomous Unmanned Vehicles. A Preliminary Analysis
Classification of Dreams Using Machine Learning
Session 2A. Robotics & Autonomous Systems
Deep Reasoning in Clarification Dialogues with Mobile Robots
Stream-Based Reasoning Support for Autonomous Systems
Variable Level-Of-Detail Motion Planning in Environments with Poorly Predictable Bodies
Session 2B. Coalitions & Teams
Computational Aspects of Extending the Shapley Value to Coalitional Games with Externalities
On the Stability of an Optimal Coalition Structure
EA2: The Winning Strategy for the Inaugural Lemonade Stand Game Tournament
Planning with Concurrency Under Resources and Time Uncertainty
Brothers in Arms? On AI Planning and Cellular Automata
Landmarks in Hierarchical Planning
Session 2D. Uncertainty - Bayesian Methods
The Necessity of Bounded Treewidth for Efficient Inference in Bayesian Networks
Context-Specific Independence in Directed Relational Probabilistic Models and Its Influence on the Efficiency of Gibbs Sampling
Bayesian Monte Carlo for the Global Optimization of Expensive Functions
Session 2E. Preference Modelling & Aggregation
An Empirical Study of the Manipulability of Single Transferable Voting
Dynamic Matching with a Fall-Back Option
Learning Conditionally Lexicographic Preference Relations
Session 2F. Biology and Nature-Related Applications (PAIS)
Identifying Necessary Reactions in Metabolic Pathways by Minimal Model Generation
Interval Forecast of Water Quality Parameters
Data Mining for Biodiversity Prediction in Forests
Session 3A. Clustering & Classification
Boosting Clustering by Active Constraint Selection
A Very Fast Method for Clustering Big Text Datasets
Active Testing Strategy to Predict the Best Classification Algorithm via Sampling and Metalearning
Improving Hierarchical Classification with Partial Labels
Implicit Learning of Compiled Macro-Actions for Planning
Strengthening Landmark Heuristics via Hitting Sets
Sound and Complete Landmarks for And/Or Graphs
Session 3C. Reinforcement Learning
Analysis of Inverse Reinforcement Learning with Perturbed Demonstrations
Case-Based Multiagent Reinforcement Learning: Cases as Heuristics for Selection of Actions
Uncertainty Propagation for Efficient Exploration in Reinforcement Learning
The Dynamics of Multi-Agent Reinforcement Learning
Session 3D. Negotiation & Allocation
An Efficient Procedure for Collective Decision-Making with CP-Nets
Modelling Multilateral Negotiation in Linear Logic
Fair Division Under Ordinal Preferences: Computing Envy-Free Allocations of Indivisible Goods
LP Solvable Models for Multiagent Fair Allocation Problems
Session 3F. Adaptive Systems (PAIS)
Using Bayesian Networks in an Industrial Setting: Making Printing Systems Adaptive
Context-Aware Media Agent for Public Spaces
An Iterative A* Algorithm for Planning of Airport Ground Movements
A Fault-Model-Based Debugging Aid for Data Warehouse Applications
Session 4A. Machine Learning - Kernel Methods
Kernel-Based Hybrid Random Fields for Nonparametric Density Estimation
Multitask Kernel-Based Learning with Logic Constraints
Kernel Methods for Revealed Preference Analysis
Regression Learning with Multiple Noisy Oracles
Constraint Based Planning with Composable Substate Graphs
Knowledge Compilation Using Interval Automata and Applications to Planning
Compiling Uncertainty Away in Non-Deterministic Conformant Planning
Analyzing Flexible Timeline-Based Plans
Session 4C. Description Logics & Ontologies
A Unified Framework for Non-Standard Reasoning Services in Description Logics
Parallel TBox Classification in Description Logics - First Experimental Results
Logical Ontology Validation Using an Automatic Theorem Prover
Integrating Bipolar Fuzzy Mathematical Morphology in Description Logics for Spatial Reasoning
Computing the Data Semantics of WSDL Specifications via Gradient Boosting
Session 4D. Natural Language Processing & Information Retrieval
Opinion Question Answering: Towards a Unified Approach
From Bursty Patterns to Bursty Facts: The Effectiveness of Temporal Text Mining for News
Extraction of Places Related to Flickr Tags
Automatic Free-Text-Tagging of Online News Archives
Learning Aggregation Functions for Expert Search
Session 4E. Logical Foundations of MAS
Parallel Model Checking for Temporal Epistemic Logic
The Complexity of Epistemic Model Checking: Clock Semantics and Branching Time
Higher-Order Coalition Logic
Mental State Ascription Using Dynamic Logic
On the (Un-)Decidability of Model Checking Resource-Bounded Agents
Session 4F. Auctions & Trading Systems
An Equilibrium Analysis of Competing Double Auction Marketplaces Using Fictitious Play
Addressing the Exposure Problem of Bidding Agents Using Flexibly Priced Options
Designing a Successful Adaptive Agent for TAC Ad Auction
Session 5A. Trust & Recommendation
Propagation of Opinions in Structural Graphs
Social Recommendation with Interpersonal Influence
Recommendations Over Domain Specific User Graphs
Session 5B. Belief Revision, Update & Merging
Foundations of Tree-Like Local Model Updates
The Epistemic View of Belief Merging: Can We Track the Truth?
Majority Merging: From Boolean Spaces to Affine Spaces
Session 5C. Belief-Desire-Intention Architectures
Semantics for the Jason Variant of AgentSpeak (Plan Failure and Some Internal Actions)
Belief-Goal Relationships in Possibilistic Goal Generation
Predicting Responsiveness of BDI Agent
Automating Layouts of Sewers in Subdivisions
Adaptive Gaussian Process for Short-Term Wind Speed Forecasting
Introducing Personality into Team Dynamics
Session 5E. Processes & Stochastic Models
EP for Efficient Stochastic Control with Obstacles
Constraint-Based Controller Synthesis in Non-Deterministic and Partially Observable Domains
Decision-Theoretic Optimal Sampling in Hidden Markov Random Fields
Session 6A. Logical Foundations of KR
Metric Propositional Neighborhood Logics: Expressiveness, Decidability, and Undecidability
An Axiom System for a Spatial Logic with Convexity
Optimal Tableaux for Conditional Logics with Cautious Monotonicity
Linear Logic for Non-Linear Storytelling
ProbLog Technology for Inference in a Probabilistic First Order Logic
Session 6B. Search & Heuristics
A Note on the Complexity of Some Multiobjective A* Search Algorithms
Contract Search: Heuristic Search Under Node Expansion Constraints
Fast Local Search for Fuzzy Job Shop Scheduling
Relative-Order Abstractions for the Pancake Problem
ISAC - Instance-Specific Algorithm Configuration
Session 6C. Natural Language Processing
Using Background Knowledge to Support Coreference Resolution
Detecting Ironic Intent in Creative Comparisons
Cross-Domain Contextualization of Sentiment Lexicons
Learning to Author Text with Textual CBR
Classifier Ensemble Using Multiobjective Optimization for Named Entity Recognition
Session 6D. Machine Learning & Data Mining
Mining Outliers with Adaptive Cutoff Update and Space Utilization (RACAS)
Feature Selection by Approximating the Markov Blanket in a Kernel-Induced Space
Recognising Agent Behaviour During Variable Length Activities
Continuous Conditional Random Fields for Regression in Remote Sensing
Combining Local and Global KNN with Cotraining
Session 6E. Clustering & Classification
Multi Grain Sentiment Analysis using Collective Classification
Temporal Relations Learning with a Bootstrapped Cross-Document Classifier
Describing the Result of a Classifier to the End-User: Geometric-Based Sensitivity
Soft Nearest Convex Hull Classifier
Using Domain Knowledge to Guide Lattice-Based Complex Data Exploration
Adaptive Branching for Constraint Satisfaction Problems
Symmetries of Symmetry Breaking Constraints
Solving Pseudo-Boolean Modularity Constraints
Learning When to Use Lazy Learning in Constraint Solving
Session 7A. Action, Time, and Change
LTL Goal Specifications Revisited
On the Verification of Very Expressive Temporal Properties of Non-Terminating Golog Programs
Session 7B. Foundations of Logical Reasoning
The Complexity of Handling Minimal Solutions in Logic-Based Abduction
Abduction of Distributed Theories Through Local Interactions
A NEAT Way for Evolving Echo State Networks
Unsupervised Layer-Wise Model Selection in Deep Neural Networks
Session 7D. Origins of Language
Acquisition of Grammar in Autonomous Artificial Systems
Open-Ended Grounded Semantics
Session 7E. Uncertainty in AI
Adaptive Markov Logic Networks: Learning Statistical Relational Models with Dynamic Parameters
Min-Based Causal Possibilistic Networks: Handling Interventions and Analyzing the Possibilistic Counterpart of Jeffrey's Rule of Conditioning
Session 7F. Logic & Answer Set Programming
On Testing Answer-Set Programs
On Semantic Update Operators for Answer-Set Programs
Completeness-Preserving Pruning for Optimal Planning
Project Scheduling as a Disjunctive Temporal Problem
On Finding Compromise Solutions in Multiobjective Markov Decision Processes
A Decision-Theoretic Approach to Cooperative Control and Adjustable Autonomy
Learning Action Effects in Partially Observable Domains
A Probabilistic Approach to Appearance-Based Localization and Mapping
Scalable Multi-Agent Pathfinding on Grid Maps with Tractability and Completeness Guarantees
Behavior-Analysis and -Prediction for Agents in Real-Time and Dynamic Adversarial Environments
Integrating Probability Constraints into Bayesian Nets
Probabilistic Logic with Conditional Independence Formulae
Towards Learning to Rank in Description Logics
Buried Utility Pipeline Mapping Based on Street Survey and Ground Penetrating Radar
Exploiting the Accumulated Evidence for Gene Selection in Microarray Gene Expression Data
Diagnosis Discrimination for Ontology Debugging
A Contextual Reading of Conditional Commitments
Acceptability Semantics Accounting for Strength of Attacks in Argumentation
An Argumentation-Based Dialog for Social Evaluations Exchange
Dealing with the Dynamics of Proof-Standard in Argumentation-Based Decision Aiding
On the Use of Argumentation in Multi-Agent Planning
Preference-Based Argumentation Framework with Varied-Preference Intensity
ABA: Argumentation Based Agents
On Admissibility in Timed Abstract Argumentation Frameworks
Fair Mechanisms for Recurrent Multi Unit Combinatorial Auctions
Balancing Optimality and Robustness in Resource Allocation Problems
A Knapsack-Based Approach to Bidding in Ad Auctions
Coalition Formation Strategies for Self-Interested Agents in Hedonic Games
A Network Flow Approach to Coalitional Games
Taking the Final Step to a Full Dichotomy of the Possible Winner Problem in Pure Scoring Rules
Complexity of Merging and Splitting for the Probabilistic Banzhaf Power Index in Weighted Voting Games
Alice and Bob Will Fight: The Problem of Electing a Committee in the Presence of Candidate Interdependence
Egalitarian Utilities Divide-and-Coordinate: Stop Arguing About Decisions, Let's Share Rewards!
Reasoning About Norm Compliance with Rational Agents
Collective Sensor Configuration in Uncharted Environments
On the Life-Cycle of BDI Agent Goals
A Unified Interaction-Aware Goal Framework
An Alternative Approach for Reasoning About the Goal-Plan Tree Problem
Analogical Learning Using Dissimilarity Between Tree-Structures
Complexity in Analogy Tasks: An Analysis and Computational Model
Efficient Explanations for Inconsistent Constraint Sets
Improving RFID's Location Based Services by Means of Hidden Markov Models
Human Activity Recognition in Intelligent Home Environments: An Evolving Approach
Joint Handling of Rational and Behavioral Reactions in Assistant Conversational Agents
What If It Suddenly Fails? Behavioral Aspects of Advanced Driver Assistant Systems on the Example of Local Danger Alerts
Selecting Information Based on Artificial Forms of Selective Attention
ANTIPA: An Agent Architecture for Intelligent Information Assistance
Nested Monte-Carlo Expression Discovery
Vectorial Pattern Databases
Improving the Global Constraint SoftPrec
Data-Driven Detection of Recursive Program Schemes
Horn Belief Change: A Contraction Core
A Motivation-Based Mechanism to Design Behaviors
Preferential vs Rational Description Logics: Which One for Reasoning About Typicality?
Refining the Notion of Effort
A Constructive Conditional Logic for Access Control: A Preliminary Report
A Logical Model of Intention and Plan Dynamics
Non-Elementary Speed Up for Model Checking Synchronous Perfect Recall
Querying in EL+ with Nonmonotonic Rules
Improving the Efficiency of Ontology Engineering by Introducing Prototypicality
Implementing Simple Modular ERDF Ontologies
Local Search Algorithms on the Stable Marriage Problem: Experimental Studies
A Combined Calculus on Orientation with Composition Based on Geometric Properties
Knowledge-Based Adaptive Thresholding from Shadows
A Qualitative Representation of Route Networks
Restarts and Nogood Recording in Qualitative Constraint-Based Reasoning
Strategic Planning in the Game of Go Using Coupled Non-Linear Oscillators
Semi-Automatic Revision of Formalized Knowledge
Instruction Cache Prediction Using Bayesian Networks
Unsupervised Feature Generation Using Knowledge Repositories for Effective Text Categorization
Discovering an Event Taxonomy from Video Using Qualitative Spatio-Temporal Graphs
Advances in Class Noise Detection
Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion
Knowledge Compilation for Itemset Mining
Towards Argumentation-Based Multiagent Induction
The Advantages of Seed Examples in First-Order Multi-Class Subgroup Discovery
Generating Time Series Reference Models Based on Event Analysis
Mining Physiological Data for Discovering Temporal Patterns on Disease Stages
Prediction of Attributes and Links in Temporal Social Networks
Reliable Predictive Intervals for the Critical Frequency of the F2 Ionospheric Layer
Decentralised Supply Chain Formation: A Belief Propagation-Based Approach
Formal Analysis of Models for the Mammalian Vision System
Implementing an Intelligent Moving Average with a Neural Network
Bagged Biclustering for Microarray Data
On the Maximalization of the Witness Sets in Independent Set Readings
Automatic Creation of a Conceptual Base for Portuguese Using Clustering Techniques
Investigating Human Speech Processing as a Model for Spoken Dialogue Systems: An Experimental Framework
Automatically Constructing Dictionaries for Extracting Meaningful Crime Information from Arabic Text
GNUsmail: Open Framework for On-Line Email Classification
Discovering Collaboration Opportunities in Research-Oriented Networks
High-Level Perception as Focused Belief Revision
ECAI 2010
：19th European Conference on Artificial Intelligence
( Frontiers in Artificial Intelligence and Applications )
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