No. 2: Technical Papers of the Twenty-Second Aaai Conference On Artificial Intelligence
Agents, Game Theory, Auctions, and Mechanism Design
A Unification of Extensive-Form Games and Markov Decision Processes
PDFAn Ironing-Based Approach to Adaptive Online Mechanism Design in Single-Valued Domains
PDFOn the Reasoning Patterns of Agents in Games
PDFLearning Voting Trees
PDFOn the Benefits of Exploiting Underlying Goals in Argument-based Negotiation
PDFRevenue Monotonicity in Combinatorial Auctions
PDFA Multi-Dimensional Trust Model for Heterogeneous Contract Observations
PDFReasoning from Desires to Intentions: A Dialectical Framework
PDFA Logic of Emotions for Intelligent Agents
PDFValuation Uncertainty and Imperfect Introspection in Second-Price Auctions
PDFReasoning about Bargaining Situations
PDFLearning Equilibrium in Resource Selection Games
PDFAction-Based Alternating Transition Systems for Arguments about Action
PDFImplementing the Maximum of Monotone Algorithms
PDFIntention Guided Belief Revision
PDFThe Impact of Network Topology on Pure Nash Equilibria in Graphical Games
PDFPotential-Aware Automated Abstraction of Sequential Games, and Holistic Equilibrium Analysis of Texas Hold’em Poker
PDFAutomated Online Mechanism Design and Prophet Inequalities
PDFReal Arguments Are Approximate Arguments
PDFPartial Revelation Automated Mechanism Design
PDFComputing Pure Nash Equilibria in Symmetric Action Graph Games
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Constraints and Satisfiability
Interactive Configuration with Regular String Constraints
PDFUsing Expectation Maximization to Find Likely Assignments for Solving CSP’s
PDFPropagating Knapsack Constraints in Sublinear Time
PDFConservative Dual Consistency
PDFTransposition Tables for Constraint Satisfaction
PDFMulti-Objective Russian Doll Search
PDFLearning to Solve QBF
PDFSolving a Stochastic Queueing Design and Control Problem with Constraint Programming
PDFPopulation-Based Simulated Annealing for Traveling Tournaments
PDFSynthesis of Constraint-Based Local Search Algorithms from High-Level Models
PDFOn Balanced CSPs with High Treewidth
PDFInference Rules for High-Order Consistency in Weighted CSP
PDFRandomized Adaptive Spatial Decoupling for Large-Scale Vehicle Routing with Time Windows
PDFSearch Space Reduction and Russian Doll Search
PDFUsing More Reasoning to Improve #SAT Solving
PDFData Structures for Generalised Arc Consistency for Extensional Constraints
PDFApproximate Counting by Sampling the Backtrack-free Search Space
PDFCounting CSP Solutions Using Generalized XOR Constraints
PDFCompressing Configuration Data for Memory Limited Devices
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Knowledge and Information Systems
Mining Web Query Hierarchies from Clickthrough Data
PDFPosterior Probability Profiles for the Automated Assessment of the Recovery of Stroke Patients
PDFLearning Causal Models for Noisy Biological Data Mining: An Application to Ovarian Cancer Detection
PDFLearning by Reading: A Prototype System, Performance Baseline and Lessons Learned
PDFA Temporal Mereology for Distinguishing between Integral Objects and Portions of Stuff
PDFA Qualitative Approach to Multiple Fault Isolation in Continuous Systems
PDFScalable Semantic Retrieval through Summarization and Refinement
PDFDiagnosis of Discrete-Event Systems Using Satisfiability Algorithms
PDFOn Capturing Semantics in Ontology Mapping
PDFTableRank: A Ranking Algorithm for Table Search and Retrieval
PDFRepresentative Explanations for Over-Constrained Problems
PDFL2R: A Logical Method for Reference Reconciliation
PDFA Spectrum of Symbolic On-line Diagnosis Approaches
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Knowledge Representation and Logic
Learning Large Scale Common Sense Models of Everyday Life
PDFA Model-based Approach for Merging Prioritized Knowledge Bases in Possibilistic Logic
PDFDescription Logics for Multi-Issue Bilateral Negotiation with Incomplete Information
PDFA Generalized Gelfond-Lifschitz Transformation for Logic Programs with Abstract Constraints
PDFProbabilistic Modal Logic
PDFA Modal Logic for Beliefs and Pro Attitudes
PDFKnowledge Compilation Properties of Tree-of-BDDs
PDFThe Modal Logic S4F, the Default Logic, and the Logic Here-and-There
PDFDL-Lite in the Light of First-Order Logic
PDFAn Egalitarist Fusion of Incommensurable Ranked Belief Bases under Constraints
PDFPossibilistic Causal Networks for Handling Interventions: A New Propagation Algorithm
PDFPrime Implicates and Prime Implicants in Modal Logic
PDFEquilibria in Heterogeneous Nonmonotonic Multi-Context Systems
PDFAnswering Regular Path Queries in Expressive Description Logics: An Automata-Theoretic Approach
PDFApproximate Query Answering in Locally Closed Databases
PDFOn the Approximation of Instance Level Update and Erasure in Description Logics
PDFForgetting Actions in Domain Descriptions
PDFDiscovering Near Symmetry in Graphs
PDFA Logical Theory of Coordination and Joint Ability
PDFBelief Change and Cryptographic Protocol Verification
PDFGenerality and Equivalence Relations in Default Logic
PDFMutual Belief Revision: Semantics and Computation
PDFMeasuring the Level of Transfer Learning by an AP Physics Problem-Solver
PDFComplexity Boundaries for Horn Description Logics
PDFFacts Do Not Cease to Exist Because They Are Ignored: Relativised Uniform Equivalence with Answer-Set Projection
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Machine Learning
Improving Learning in Networked Data by Combining Explicit and Mined Links
PDFCautious Inference in Collective Classification
PDFNonmyopic Informative Path Planning in Spatio-Temporal Models
PDFMapping and Revising Markov Logic Networks for Transfer Learning
PDFDiscovering Multivariate Motifs using Subsequence Density Estimation and Greedy Mixture Learning
PDFM2ICAL Analyses HC-Gammon
PDFA Randomized String Kernel and Its Application to RNA Interference
PDFCOD: Online Temporal Clustering for Outbreak Detection
PDFAbstraction in Predictive State Representations
PDFEfficient Structure Learning in Factored-State MDPs
PDFSemi-Supervised Learning by Mixed Label Propagation
PDFClustering with Local and Global Regularization
PDFProbabilistic Community Discovery Using Hierarchical Latent Gaussian Mixture Model
PDFMulti-Label Learning by Instance Differentiation
PDFSemi-Supervised Learning with Very Few Labeled Training Examples
PDFKernel Regression with Order Preferences
PDFParticle Filtering for Dynamic Agent Modelling in Simplified Poker
PDFA Mathematical Programming Formulation for Sparse Collaborative Computer Aided Diagnosis
PDFIsometric Projection
PDFActive Algorithm Selection
PDFTransferring Naive Bayes Classifiers for Text Classification
PDFRelationship Identification for Social Network Discovery
PDFA Reinforcement Learning Algorithm with Polynomial Interaction Complexity for Only-Costly-Observable MDPs
PDFCompact Spectral Bases for Value Function Approximation Using Kronecker Factorization
PDFA Method for Large-Scale l1-Regularized Logistic Regression
PDFEfficient Reinforcement Learning with Relocatable Action Models
PDFGraph Partitioning Based on Link Distributions
PDFRefining Rules Incorporated into Knowledge-Based Support Vector Learners Via Successive Linear Programming
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Multiagents
Improved State Estimation in Multiagent Settings with Continuous or Large Discrete State Spaces
PDFComputational Complexity of Weighted Threshold Games
PDFLlull and Copeland Voting Broadly Resist Bribery and Control
PDFTowards a Cognitive Model of Crowd Behavior Based on Social Comparison Theory
PDFCentralized, Distributed or Something Else? Making Timely Decisions in Multi-Agent Systems
PDFAn α-approximation Protocol for the Generalized Mutual Assignment Problem
PDFAnytime Coordination Using Separable Bilinear Programs
PDFActive Imitation Learning
PDFDynamic DFS Tree in ADOPT-ing
PDFEfficient Statistical Methods for Evaluating Trading Agent Performance
PDFStrongly Decomposable Voting Rules on Multiattribute Domains
PDFApproximate Solutions of Interactive Dynamic Influence Diagrams Using Model Clustering
PDFA New Algorithm for Generating Equilibria in Massive Zero-Sum Games
PDFAgent Influence as a Predictor of Difficulty for Decentralized Problem-Solving
PDFComputational Aspects of Covering in Dominance Graphs
PDFAllocating Goods on a Graph to Eliminate Envy
PDFEvolutionary and Lifetime Learning in Varying NK Fitness Landscape Changing Environments: An Analysis of Both Fitness and Diversity
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Multidisciplinary Topics and Applications
A Corpus-Based Hybrid Approach to Music Analysis and Composition
PDFRecognition of Hand Drawn Chemical Diagrams
PDFAuthorial Idioms for Target Distributions in TTD-MDPs
PDFVisualization and Adjustment of Evaluation Functions Based on Evaluation Values and Win Probability
PDFHumans Perform Semi-Supervised Classification Too
PDFA Logic of Agent Programs
PDFAcquiring Visibly Intelligent Behavior with Example-Guided Neuroevolution
PDFActively Exploring Creation of Face Space(s) for Improved Face Recognition
PDFModeling Reciprocal Behavior in Human Bilateral Negotiation
PDFGender-Sensitive Automated Negotiators
PDFA Connectionist Cognitive Model for Temporal Synchronisation and Learning
PDFEnabling Domain-Awareness for a Generic Natural Language Interface
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Natural-Language Processing
Semantic Inference at the Lexical-Syntactic Level
PDFTurning Lectures into Comic Books Using Linguistically Salient Gestures
PDFA Robot That Uses Existing Vocabulary to Infer Non-Visual Word Meanings from Observation
PDFASKNet: Automated Semantic Knowledge Network
PDFLearning Language Semantics from Ambiguous Supervision
PDFDisambiguating Noun Compounds
PDFA Meta-learning Approach for Selecting between Response Automation Strategies in a Help-desk Domain
PDFJoint Inference in Information Extraction
PDFContent Analysis for Proactive Intelligence: Marshaling Frame Evidence
PDFMining Sequential Patterns and Tree Patterns to Detect Erroneous Sentences
PDFSingle Document Summarization with Document Expansion
PDFRecognizing Textual Entailment Using a Subsequence Kernel Method
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Reasoning about Plans, Processes, and Actions
A Modular Action Description Language for Protocol Composition
PDFDetecting Execution Failures Using Learned Action Models
PDFESP: A Logic of Only-Knowing, Noisy Sensing and Acting
PDFAction-Space Partitioning for Planning
PDFPlanning as Satisfiability with Preferences
PDFFiltering, Decomposition and Search Space Reduction for Optimal Sequential Planning
PDFStochastic Filtering in a Probabilistic Action Model
PDFDomain-Independent Construction of Pattern Database Heuristics for Cost-Optimal Planning
PDFWeb Service Composition as Planning, Revisited: In Between Background Theories and Initial State Uncertainty
PDFUnderstanding Performance Tradeoffs in Algorithms for Solving Oversubscribed Scheduling
PDFThe Semantics of Variables in Action Descriptions
PDFOn the Partial Observability of Temporal Uncertainty
PDFMinimal Mental Models
PDFAsymptotically Optimal Encodings of Conformant Planning in QBF
PDFExpressiveness of ADL and Golog: Functions Make a Difference
PDFPurely Epistemic Markov Decision Processes
PDFAutomatic Synthesis of a Global Behavior from Multiple Distributed Behaviors
PDFOptimal Regression for Reasoning about Knowledge and Actions
PDFIncorporating Observer Biases in Keyhole Plan Recognition (Efficiently!)
PDFConcurrent Action Execution with Shared Fluents
PDFA Situation-Calculus Semantics for an Expressive Fragment of PDDL
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Robotics and Perception
Hybrid Inference for Sensor Network Localization Using a Mobile Robot
PDFAutonomous Development of a Grounded Object Ontology by a Learning Robot
PDFOnline Co-Localization in Indoor Wireless Networks by Dimension Reduction
PDFAdaptive Localization in a Dynamic WiFi Environment through Multi-view Learning
PDFSimple Robots with Minimal Sensing: From Local Visibility to Global Geometry
PDFPhotometric and Geometric Restoration of Document Images Using Inpainting and Shape-from-Shading
PDFDetection of Multiple Deformable Objects using PCA-SIFT
PDFA Vision-Based System for a UGV to Handle a Road Intersection
PDFTopological Mapping with Weak Sensory Data
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Search and Metareasoning
Parallel Structured Duplicate Detection
PDFHeuristic Evaluation Functions for General Game Playing
PDFOn the Value of Good Advice: The Complexity of A* Search with Accurate Heuristics
PDFBest-First Search for Treewidth
PDFAutomatic Algorithm Configuration Based on Local Search
PDFNear-Optimal Search in Continuous Domains
PDFAnalyzing the Performance of Pattern Database Heuristics
PDFBest-First AND/OR Search for Graphical Models
PDFTheta*: Any-Angle Path Planning on Grids
PDFAnytime Optimal Coalition Structure Generation
PDFFluxplayer: A Successful General Game Player
PDFCombining Multiple Heuristics Online
PDFRestart Schedules for Ensembles of Problem Instances
PDFInconsistent Heuristics
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Uncertainty in AI
VOILA: Efficient Feature-value Acquisition for Classification
PDFComputing Optimal Subsets
PDFIndefinite-Horizon POMDPs with Action-Based Termination
PDFPoint-Based Policy Iteration
PDFThresholded Rewards: Acting Optimally in Timed, Zero-Sum Games
PDFMacroscopic Models of Clique Tree Growth for Bayesian Networks
PDFSampling with Memoization
PDFLogical Generative Models for Probabilistic Reasoning about Existence, Roles and Identity
PDFLearning Graphical Model Structure Using L1-Regularization Paths
PDFOn the Identification of a Class of Linear Models
PDFScaling Up: Solving POMDPs through Value Based Clustering
PDFGeneralized Evidence Pre-propagated Importance Sampling for Hybrid Bayesian Networks
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Special Track on Artificial Intelligence and the Web
Comprehending and Generating Apt Metaphors: A Web-driven, Case-based Approach to Figurative Language
PDFReasoning about Attribute Authenticity in a Web Environment
PDFTowards Efficient Dominant Relationship Exploration of the Product Items on the Web
PDFImproving Similarity Measures for Short Segments of Text
PDFDesign of a Mechanism for Promoting Honesty in E-Marketplaces
PDFTemporal and Information Flow Based Event Detection from Social Text Streams
PDFTemplate-Independent News Extraction Based on Visual Consistency
PDFA Distributed Constraint Optimization Solution to the P2P Video Streaming Problem
PDFAnalyzing Reading Behavior by Blog Mining
PDFPhotoSlap: A Multi-player Online Game for Semantic Annotation
PDFMobile Service for Reputation Extraction from Weblogs — Public Experiment and Evaluation
PDFExtracting Influential Nodes for Information Diffusion on a Social Network
PDFSUNNY: A New Algorithm for Trust Inference in Social Networks Using Probabilistic Confidence Models
PDFMaking the Difference in Semantic Web Service Composition
PDFA Planning Approach for Message-Oriented Semantic Web Service Composition
PDFRobust Estimation of Google Counts for Social Network Extraction
PDFUnsupervised Shilling Detection for Collaborative Filtering
PDFRepairing Ontology Mappings
PDFRelation Extraction from Wikipedia Using Subtree Mining
PDFFrom Whence Does Your Authority Come? Utilizing Community Relevance in Ranking
PDFFinding Related Pages Using Green Measures: An Illustration with Wikipedia
PDFApproximating OWL-DL Ontologies
PDFDeriving a Large-Scale Taxonomy from Wikipedia
PDFTowards Large Scale Argumentation Support on the Semantic Web
PDFProvisioning Heterogeneous and Unreliable Providers for Service Workflows
PDFPartial Matchmaking using Approximate Subsumption
PDFGRIN: A Graph Based RDF Index
PDFA Semantic Importing Approach to Knowledge Reuse from Multiple Ontologies
PDFModeling Contextual Factors of Click Rates
PDFHarvesting Relations from the Web — Quantifiying the Impact of Filtering Functions
PDFKA-CAPTCHA: An Opportunity for Knowledge Acquisition on the Web
PDFRepresenting and Reasoning about Commitments in Business Processes
PDFTopic Segmentation Algorithms for Text Summarization and Passage Retrieval: An Exhaustive Evaluation
PDFThe Impact of Time on the Accuracy of Sentiment Classifiers Created from a Web Log Corpus
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Special Track on Integrated Intelligence
R-CAST: Integrating Team Intelligence for Human-Centered Teamwork
PDFIntegrating Natural Language, Knowledge Representation and Reasoning, and Analogical Processing to Learn by Reading
PDFTowards an Integrated Robot with Multiple Cognitive Functions
PDFSpatial Representation and Reasoning for Human-Robot Collaboration
PDFExtending Cognitive Architecture with Episodic Memory
PDFIntegrated Introspective Case-Based Reasoning for Intelligent Tutoring Systems
PDFPredicate Projection in a Bimodal Spatial Reasoning System
PDFAn Intelligent System for Chinese Calligraphy
PDFAn Integrated Robotic System for Spatial Understanding and Situated Interaction in Indoor Environments
PDFA Text-to-Picture Synthesis System for Augmenting Communication
PDFPLOW: A Collaborative Task Learning Agent
PDFAn Architecture for Adaptive Algorithmic Hybrids
PDFLearning to Sing Like a Bird: The Self-Supervised Acquisition of Birdsong
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