No.1: The Twenty-Ninth Conference on Artificial Intelligence
Papers
Sparse Deep Stacking Network for Image Classification
PDFRobust Subspace Clustering via Thresholding Ridge Regression
PDFAutomatic Topic Discovery for Multi-Object Tracking
PDFLearning Predictable and Discriminative Attributes for Visual Recognition
PDFLearning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information
PDFMulti-View Point Registration via Alternating Optimization
PDFA Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations
PDFBuilding Effective Representations for Sketch Recognition
PDFDeep Representation Learning with Target Coding
PDFLearning Face Hallucination in the Wild
PDFSurpassing Human-Level Face Verification Performance on LFW with GaussianFace
PDFA Boosted Multi-Task Model for Pedestrian Detection with Occlusion Handling
PDFOnline Detection of Abnormal Events Using Incremental Coding Length
PDFExploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition
PDFSpeech Adaptation in Extended Ambient Intelligence Environments
PDFBlended Planning and Acting: Preliminary Approach, Research Challenges
PDFAchieving Intelligence Using Prototypes, Composition, and Analogy
PDFIntelligent Agents for Rehabilitation and Care of Disabled and Chronic Patients
PDFEmerging Architectures for Global System Science
PDFExplaining Watson: Polymath Style
PDFBuilding Strong Semi-Autonomous Systems
PDFLanguages for Learning and Mining
PDFTowards User-Adaptive Information Visualization
PDFCerebella: Automatic Generation of Nonverbal Behavior for Virtual Humans
PDFChallenges in Resource and Cost Allocation
PDFSimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications
PDFLOL — Laugh Out Loud
PDFUsing Social Relationships to Control Narrative Generation
PDFScheherazade: Crowd-Powered Interactive Narrative Generation
PDFInteractive Narrative Planning in The Best Laid Plans
PDFMetric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking
PDFCompute Less to Get More: Using ORC to Improve Sparse Filtering
PDFA Local Sparse Model for Matching Problem
PDFComplex Event Detection via Event Oriented Dictionary Learning
PDFLeveraging Common Structure to Improve Prediction across Related Datasets
PDFFinding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System
PDFBinarisation via Dualisation for Valued Constraints
PDFEfficient Extraction of QBF (Counter)models from Long-Distance Resolution Proofs
PDFOn Computing Maximal Subsets of Clauses that Must Be Satisfiable with Possibly Mutually-Contradictory Assumptive Contexts
PDFSAT-Based Strategy Extraction in Reachability Games
PDFSMT-Based Validation of Timed Failure Propagation Graphs
PDFThe Extendable-Triple Property: A New CSP Tractable Class beyond BTP
PDFSAT Modulo Monotonic Theories
PDFAbstraction for Solving Large Incomplete-Information Games
PDFStrong Bounds Consistencies and Their Application to Linear Constraints
PDFSteering Evolution Strategically: Computational Game Theory and Opponent Exploitation for Treatment Planning, Drug Design, and Synthetic Biology
PDFImpact of Modeling Languages on the Theory and Practice in Planning Research
PDFSemantic Representation
PDFOn the Diagnosis of Cyber-Physical Production Systems
PDFMachine Teaching: An Inverse Problem to Machine Learning and an Approach Toward Optimal Education
PDFCompile!
PDFConducting Neuroscience to Guide the Development of AI
PDFMechanism Learning with Mechanism Induced Data
PDFTowards a Programmer’s Apprentice (Again)
PDFCharacterizing Performance of Consistency Algorithms by Algorithm Configuration of Random CSP Generators
PDFMultimedia Data for the Visually Impaired
PDFA Multi-Pass Sieve for Name Normalization
PDFA Succinct Conceptualization of the Foundations for a Network Organization Paradigm
PDFJust-in-Time Hierarchical Constraint Decomposition
PDFAccelerating SAT Solving by Common Subclause Elimination
PDFA Goal-Based Model of Personality for Planning-Based Narrative Generation
PDFEffect of Spatial Pooler Initialization on Column Activity in Hierarchical Temporal Memory
PDFWhat Is the Longest River in the USA? Semantic Parsing for Aggregation Questions
PDFGlobal Policy Construction in Modular Reinforcement Learning
PDFEvery Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version)
PDFGraphical Representation of Assumption-Based Argumentation
PDFPlanning with Numeric Timed Initial Fluents
PDFActive Learning for Informative Projection Retrieval
PDFTouchless Telerobotic Surgery — Is It Possible at All?
PDFPredicting the Quality of User Experiences to Improve Productivity and Wellness
PDFPlacing Influencing Agents in a Flock
PDFOn Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences
PDFA Sequence Labeling Approach to Deriving Word Variants
PDFRepresentation Discovery for MDPs Using Bisimulation Metrics
PDFSorted Neighborhood for the Semantic Web
PDFActionable Combined High Utility Itemset Mining
PDFModelling Individual Negative Emotion Spreading Process with Mobile Phones
PDFDesigning Vaccines that Are Robust to Virus Escape
PDFLearning Word Vectors Efficiently Using Shared Representations and Document Representations
PDFAcronym Disambiguation Using Word Embedding
PDFSpatio-Temporal Signatures of User-Centric Data: How Similar Are We?
PDFStochastic Blockmodeling for Online Advertising
PDFQuery Abduction for ELH Ontologies
PDFImproving Microblog Retrieval from Exterior Corpus by Automatically Constructing Microblogging Corpus
PDFTime-Sensitive Opinion Mining for Prediction
PDFCombining Ontology Class Expression Generation with Mathematical Modeling for Ontology Learning
PDFLanguage Independent Feature Extractor
PDFSelf-Organized Collective Decision-Making in a 100-Robot Swarm
PDFActive Advice Seeking for Inverse Reinforcement Learning
PDFGEF: A Self-Programming Robot Using Grammatical Evolution
PDFIs It Rectangular? Using I Spy as an Interactive, Game-Based Approach to Multimodal Robot Learning
PDFDealing with Trouble: A Data-Driven Model of a Repair Type for a Conversational Agent
PDFCombining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews
PDFHandling Uncertainty in Answer Set Programming
PDFHierarchical Monte-Carlo Planning
PDFOn Interruptible Pure Exploration in Multi-Armed Bandits
PDFAn Improved Lower Bound for Bayesian Network Structure Learning
PDFStable Model Counting and Its Application in Probabilistic Logic Programming
PDFOn the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions
PDFKnowledge-Based Probabilistic Logic Learning
PDFChance-Constrained Scheduling via Conflict-Directed Risk Allocation
PDFSubmodular Surrogates for Value of Information
PDFSolving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty
PDFEgalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization
PDFNonparametric Scoring Rules
PDFBetter Be Lucky than Good: Exceeding Expectations in MDP Evaluation
PDFOn Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison
PDFTighter Value Function Bounds for Bayesian Reinforcement Learning
PDFReward Shaping for Model-Based Bayesian Reinforcement Learning
PDFRepresentation Discovery for MDPs Using Bisimulation Metrics
PDFApproximately Optimal Risk-Averse Routing Policies via Adaptive Discretization
PDFA New Computational Intelligence Model for Long-Term Prediction of Solar and Geomagnetic Activity
PDFCoupled Collaborative Filtering for Context-aware Recommendation
PDFImproving Cross-Domain Recommendation through Probabilistic Cluster-Level Latent Factor Model
PDFCrowdsourced Action-Model Acquisition for Planning
PDFFrom Non-Negative to General Operator Cost Partitioning
PDFMeasuring Plan Diversity: Pathologies in Existing Approaches and A New Plan Distance Metric
PDFThis Time the Robot Settles for a Cost: A Quantitative Approach to Temporal Logic Planning with Partial Satisfaction
PDFRobot Learning Manipulation Action Plans by “Watching” Unconstrained Videos from the World Wide Web
PDFProximal Operators for Multi-Agent Path Planning
PDFSpatio-Spectral Exploration Combining In Situ and Remote Measurements
PDFIntent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation
PDFLifting Model Sampling for General Game Playing to Incomplete-Information Models
PDFJust Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs
PDFRepresenting Aggregators in Relational Probabilistic Models
PDFLifted Probabilistic Inference for Asymmetric Graphical Models
PDFRecovering Causal Effects from Selection Bias
PDFLearning to Reject Sequential Importance Steps for Continuous-Time Bayesian Networks
PDFBayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity
PDFLinear-Time Gibbs Sampling in Piecewise Graphical Models
PDFOptimal Cost Almost-Sure Reachability in POMDPs
PDFValue of Information Based on Decision Robustness
PDFLoss-Calibrated Monte Carlo Action Selection
PDFAn Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks
PDFSMT-Based Nonlinear PDDL+ Planning
PDFMulti-Objective MDPs with Conditional Lexicographic Reward Preferences
PDFHeuristics and Symmetries in Classical Planning
PDFTractable Cost-Optimal Planning over Restricted Polytree Causal Graphs
PDFReal-Time Symbolic Dynamic Programming
PDFResolving Over-Constrained Probabilistic Temporal Problems through Chance Constraint Relaxation
PDFStrong Temporal Planning with Uncontrollable Durations: A State-Space Approach
PDFPreference Planning for Markov Decision Processes
PDFApproximate Linear Programming for Constrained Partially Observable Markov Decision Processes
PDFtBurton: A Divide and Conquer Temporal Planner
PDFAn Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem
PDFTractability of Planning with Loops
PDFInformation Gathering and Reward Exploitation of Subgoals for POMDPs
PDFImproving Exploration in UCT Using Local Manifolds
PDFVariable-Deletion Backdoors to Planning
PDFFactored MCTS for Large Scale Stochastic Planning
PDFRobustness in Probabilistic Temporal Planning
PDFTransition Constraints for Parallel Planning
PDFExploiting Submodular Value Functions for Faster Dynamic Sensor Selection
PDFPlanning Over Multi-Agent Epistemic States: A Classical Planning Approach
PDFMaximin Separation Probability Clustering
PDFExpressing Arbitrary Reward Functions as Potential-Based Advice
PDFLocalized Centering: Reducing Hubness in Large-Sample Data
PDFUnsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment
PDFAdaptive Sampling with Optimal Cost for Class-Imbalance Learning
PDFLearning Robust Locality Preserving Projection via p-Order Minimization
PDFLearning Relational Kalman Filtering
PDFBayesian Model Averaging Naive Bayes (BMA-NB): Averaging over an Exponential Number of Feature Models in Linear Time
PDFSpectral Learning of Predictive State Representations with Insufficient Statistics
PDFOutlier-Robust Convex Segmentation
PDFPathway Graphical Lasso
PDFAligning Mixed Manifolds
PDFLow-Rank Similarity Metric Learning in High Dimensions
PDFAutomatic Configuration of Sequential Planning Portfolios
PDFFactored Symmetries for Merge-and-Shrink Abstractions
PDFA Generalization of Sleep Sets Based on Operator Sequence Redundancy
PDFEfficient Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems
PDFDiscretization of Temporal Models with Application to Planning with SMT
PDFGoal Recognition Design for Non-Optimal Agents
PDFSome Fixed Parameter Tractability Results for Planning with Non-Acyclic Domain-Transition Graphs
PDFOnline Boosting Algorithms for Anytime Transfer and Multitask Learning
PDFSelf-Paced Curriculum Learning
PDFShift-Pessimistic Active Learning Using Robust Bias-Aware Prediction
PDFLarge Margin Metric Learning for Multi-Label Prediction
PDFSP-SVM: Large Margin Classifier for Data on Multiple Manifolds
PDFPolicy Tree: Adaptive Representation for Policy Gradient
PDFModelling Class Noise with Symmetric and Asymmetric Distributions
PDFOptimal Estimation of Multivariate ARMA Models
PDFAgnostic System Identification for Monte Carlo Planning
PDFNon-Linear Regression for Bag-of-Words Data via Gaussian Process Latent Variable Set Model
PDFMulti-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation
PDFConvex Batch Mode Active Sampling via α-Relative Pearson Divergence
PDFFast Gradient Descent for Drifting Least Squares Regression, with Application to Bandits
PDFA Generalized Reduced Linear Program for Markov Decision Processes
PDFBudgeted Prediction with Expert Advice
PDFModel-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization
PDFThe Boundary Forest Algorithm for Online Supervised and Unsupervised Learning
PDFTODTLER: Two-Order-Deep Transfer Learning
PDFA Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing
PDFNystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation
PDFDetecting and Tracking Concept Class Drift and Emergence in Non-Stationary Fast Data Streams
PDFKernelized Online Imbalanced Learning with Fixed Budgets
PDFOnline Bandit Learning for a Special Class of Non-Convex Losses
PDFImproving Multi-Step Prediction of Learned Time Series Models
PDFThe Hybrid Nested/Hierarchical Dirichlet Process and its Application to Topic Modeling with Word Differentiation
PDFCollaborative Filtering with Localised Ranking
PDFUnidimensional Clustering of Discrete Data Using Latent Tree Models
PDFV-MIN: Efficient Reinforcement Learning through Demonstrations and Relaxed Reward Demands
PDFOnline Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications
PDFLarge-Scale Multi-View Spectral Clustering via Bipartite Graph
PDFSoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering
PDFActive Learning by Learning
PDFCross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision
PDFCompress and Control
PDFUnsupervised Feature Learning through Divergent Discriminative Feature Accumulation
PDFObtaining Well Calibrated Probabilities Using Bayesian Binning
PDFGraph-Sparse LDA: A Topic Model with Structured Sparsity
PDFThe Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits
PDFApproximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions
PDFA Convex Formulation for Spectral Shrunk Clustering
PDFImproving Approximate Value Iteration with Complex Returns by Bounding
PDFSupport Consistency of Direct Sparse-Change Learning in Markov Networks
PDFUsing Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners
PDFDictionary Learning with Mutually Reinforcing Group-Graph Structures
PDFA Probabilistic Covariate Shift Assumption for Domain Adaptation
PDFActive Manifold Learning via Gershgorin Circle Guided Sample Selection
PDFRandom Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers
PDFParallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation
PDFDetecting Change Points in the Large-Scale Structure of Evolving Networks
PDFDoubly Robust Covariate Shift Correction
PDFAn Adaptive Gradient Method for Online AUC Maximization
PDFExact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds
PDFPareto Ensemble Pruning
PDFDiscriminative Feature Grouping
PDFLearning Multi-Level Task Groups in Multi-Task Learning
PDFBayesian Maximum Margin Principal Component Analysis
PDFLeveraging Features and Networks for Probabilistic Tensor Decomposition
PDFSelf-Paced Learning for Matrix Factorization
PDFConcurrent PAC RL
PDFTransfer Feature Representation via Multiple Kernel Learning
PDFLow-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification
PDFRelational Stacked Denoising Autoencoder for Tag Recommendation
PDFIntegrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data
PDFNoise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding
PDFDon’t Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX
PDFConstrained NMF-Based Multi-View Clustering on Unmapped Data
PDFTensor-Variate Restricted Boltzmann Machines
PDFEigenvalues Ratio for Kernel Selection of Kernel Methods
PDFOMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation
PDFSpectral Clustering Using Multilinear SVD: Analysis, Approximations and Applications
PDFMulti-Task Learning and Algorithmic Stability
PDFLearning to Hash on Structured Data
PDFSpectral Label Refinement for Noisy and Missing Text Labels
PDFOptimizing the CVaR via Sampling
PDFDeep Modeling Complex Couplings within Financial Markets
PDFLearning Sparse Representations from Datasets with Uncertain Group Structures: Model, Algorithm and Applications
PDFEfficient Active Learning of Halfspaces via Query Synthesis
PDF10,000+ Times Accelerated Robust Subset Selection
PDFA Mathematical Programming-Based Approach to Determining Objective Functions from Qualitative and Subjective Comparisons
PDFMulti-tensor Completion with Common Structures
PDFExtracting Adverse Drug Reactions from Social Media
PDFA Neural Probabilistic Model for Context Based Citation Recommendation
PDFMining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network
PDFLearning to Recommend Quotes for Writing
PDFTarget-Dependent Churn Classification in Microblogs
PDFGenerating Event Causality Hypotheses through Semantic Relations
PDFGazetteer-Independent Toponym Resolution Using Geographic Word Profiles
PDFEnglish Light Verb Construction Identification Using Lexical Knowledge
PDFStructural Learning with Amortized Inference
PDFClustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery
PDFGaussian Cardinality Restricted Boltzmann Machines
PDFLearning Relational Sum-Product Networks
PDFOptimizing Bag Features for Multiple-Instance Retrieval
PDFUT Austin Villa 2014: RoboCup 3D Simulation League Champion via Overlapping Layered Learning
PDFHigh-Confidence Off-Policy Evaluation
PDFMulti-Source Domain Adaptation: A Causal View
PDFProbabilistic Attributed Hashing
PDFOn the Equivalence of Linear Discriminant Analysis and Least Squares
PDFAbsent Multiple Kernel Learning
PDFThe Dynamic Chinese Restaurant Process via Birth and Death Processes
PDFOnline Bayesian Models for Personal Analytics in Social Media
PDFContrastive Unsupervised Word Alignment with Non-Local Features
PDFJoint Anaphoricity Detection and Coreference Resolution with Constrained Latent Structures
PDFLearning Greedy Policies for the Easy-First Framework
PDFUnsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser
PDFJointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework
PDFRecurrent Convolutional Neural Networks for Text Classification
PDFPredicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression
PDFA Family of Latent Variable Convex Relaxations for IBM Model 2
PDFFast and Accurate Prediction of Sentence Specificity
PDFWeakly-Supervised Grammar-Informed Bayesian CCG Parser Learning
PDFLocal Context Sparse Coding
PDFSemantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length
PDFChinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers
PDFTowards Knowledge-Driven Annotation
PDFTopical Word Embeddings
PDFWord Segmentation for Chinese Novels
PDFUsing Frame Semantics for Knowledge Extraction from Twitter
PDFAn Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization
PDFExtracting Verb Expressions Implying Negative Opinions
PDFOn Vectorization of Deep Convolutional Neural Networks for Vision Tasks
PDFLazier Than Lazy Greedy
PDFRefer-to-as Relations as Semantic Knowledge
PDFRanking with Recursive Neural Networks and Its Application to Multi-Document Summarization
PDFAutomatically Creating a Large Number of New Bilingual Dictionaries
PDFPhrase Type Sensitive Tensor Indexing Model for Semantic Composition
PDFLearning Entity and Relation Embeddings for Knowledge Graph Completion
PDFLearning Word Representations from Relational Graphs
PDFSurveyor: A System for Generating Coherent Survey Articles for Scientific Topics
PDFSense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia
PDFLearning to Mediate Perceptual Differences in Situated Human-Robot Dialogue
PDFNever-Ending Learning
PDFA Novel Neural Topic Model and Its Supervised Extension
PDFThe Utility of Text: The Case of Amicus Briefs and the Supreme Court
PDFOrdering-Sensitive and Semantic-Aware Topic Modeling
PDFTopic Segmentation with an Ordering-Based Topic Model
PDFMicroblog Sentiment Classification with Contextual Knowledge Regularization
PDFUnsupervised Phrasal Near-Synonym Generation from Text Corpora
PDFA Stratified Strategy for Efficient Kernel-Based Learning
PDFDataless Text Classification with Descriptive LDA
PDFMining User Interests from Personal Photos
PDFMarginalized Denoising for Link Prediction and Multi-Label Learning
PDFA Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis
PDFA Sparse Combined Regression-Classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores
PDFIdentifying At-Risk Students in Massive Open Online Courses
PDFSparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer’s Disease
PDFAn SVD and Derivative Kernel Approach to Learning from Geometric Data
PDFScalable and Interpretable Data Representation for High-Dimensional, Complex Data
PDFIntegrating Image Clustering and Codebook Learning
PDFLearning to Uncover Deep Musical Structure
PDFStable Feature Selection from Brain sMRI
PDFExploiting Determinism to Scale Relational Inference
PDFColorization by Patch-Based Local Low-Rank Matrix Completion
PDFCoupled Interdependent Attribute Analysis on Mixed Data
PDFTemporally Adaptive Restricted Boltzmann Machine for Background Modeling
PDFA Nonconvex Relaxation Approach for Rank Minimization Problems
PDFExploiting Task-Feature Co-Clusters in Multi-Task Learning
PDFPD Disease State Assessment in Naturalistic Environments Using Deep Learning
PDFConstructing Models of User and Task Characteristics from Eye Gaze Data for User-Adaptive Information Highlighting
PDFAutomatic Assessment of OCR Quality in Historical Documents
PDFBayesian Approach to Modeling and Detecting Communities in Signed Network
PDFForecasting Collector Road Speeds Under High Percentage of Missing Data
PDFStructured Sparsity with Group-Graph Regularization
PDFLarge-Margin Multi-Label Causal Feature Learning
PDFPropagating Ranking Functions on a Graph: Algorithms and Applications
PDFTransaction Costs-Aware Portfolio Optimization via Fast Lowner-John Ellipsoid Approximation
PDFTensor-Based Learning for Predicting Stock Movements
PDFSwiss-System Based Cascade Ranking for Gait-Based Person Re-Identification
PDFOn Machine Learning towards Predictive Sales Pipeline Analytics
PDFNonstationary Gaussian Process Regression for Evaluating Repeated Clinical Laboratory Tests
PDFLearning Hybrid Models with Guarded Transitions
PDFInertial Hidden Markov Models: Modeling Change in Multivariate Time Series
PDFModeling Status Theory in Trust Prediction
PDFSub-Merge: Diving Down to the Attribute-Value Level in Statistical Schema Matching
PDFExploring Social Context for Topic Identification in Short and Noisy Texts
PDFContent-Aware Point of Interest Recommendation on Location-Based Social Networks
PDFA Closed Form Solution to Multi-View Low-Rank Regression
PDFGeneralized Singular Value Thresholding
PDFVariational Inference for Nonparametric Bayesian Quantile Regression
PDFAlgorithm Selection via Ranking
PDFMulti-Agent Pathfinding as a Combinatorial Auction
PDFCooperating with Unknown Teammates in Complex Domains: A Robot Soccer Case Study of Ad Hoc Teamwork
PDFMulti-Agent Path Finding on Strongly Biconnected Digraphs
PDFElections with Few Voters: Candidate Control Can Be Easy
PDFFinding a Collective Set of Items: From Proportional Multirepresentation to Group Recommendation
PDFFully Proportional Representation with Approval Ballots: Approximating the MaxCover Problem with Bounded Frequencies in FPT Time
PDFDistributing Coalition Value Calculations to Coalition Members
PDFPlurality Voting Under Uncertainty
PDFFast Convention Formation in Dynamic Networks Using Topological Knowledge
PDFGeneralization Analysis for Game-Theoretic Machine Learning
PDFAutomated Analysis of Commitment Protocols Using Probabilistic Model Checking
PDFVerification of Relational Multiagent Systems with Data Types
PDFScalable Planning and Learning for Multiagent POMDPs
PDFMulti-Robot Auctions for Allocation of Tasks with Temporal Constraints
PDFCognitive Social Learners: An Architecture for Modeling Normative Behavior
PDFA Counter Abstraction Technique for the Verification of Robot Swarms
PDFCupid: Commitments in Relational Algebra
PDFVerifying and Synthesising Multi-Agent Systems against One-Goal Strategy Logic Specifications
PDFSolving Games with Functional Regret Estimation
PDFSample-Targeted Clinical Trial Adaptation
PDFProjection in the Epistemic Situation Calculus with Belief Conditionals
PDFLARS: A Logic-Based Framework for Analyzing Reasoning over Streams
PDFIncremental Update of Datalog Materialisation: the Backward/Forward Algorithm
PDFMinimizing User Involvement for Accurate Ontology Matching Problems
PDFPearl’s Causality in a Logical Setting
PDFInstance-Driven Ontology Evolution in DL-Lite
PDFPartial Meet Revision and Contraction in Logic Programs
PDFBelief Revision Games
PDFFrom Classical to Consistent Query Answering under Existential Rules
PDFA Logic for Reasoning About Game Strategies
PDFOntology Module Extraction via Datalog Reasoning
PDFLogic Programming in Assumption-Based Argumentation Revisited – Semantics and Graphical Representation
PDFOn Computing Explanations in Argumentation
PDFKnowledge Forgetting in Circumscription: A Preliminary Report
PDFHow Many Diagnoses Do We Need?
PDFOn the Role of Canonicity in Knowledge Compilation
PDFA Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding
PDFSCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning
PDFDistributed Multiplicative Weights Methods for DCOP
PDFAn Empirical Study on the Practical Impact of Prior Beliefs over Policy Types
PDFGrounded Fixpoints
PDFCORPP: Commonsense Reasoning and Probabilistic Planning, as Applied to Dialog with a Mobile Robot
PDFParallelized Hitting Set Computation for Model-Based Diagnosis
PDFAn Abstract View on Modularity in Knowledge Representation
PDFStructured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base
PDFTowards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies
PDFThe Relative Expressiveness of Abstract Argumentation and Logic Programming
PDFXPath for DL Ontologies
PDFInteractive Query-Based Debugging of ASP Programs
PDFasprin: Customizing Answer Set Preferences without a Headache
PDFOn Elementary Loops and Proper Loops for Disjunctive Logic Programs
PDFExploiting Parallelism for Hard Problems in Abstract Argumentation
PDFSplitting a Logic Program Revisited
PDFExploring the KD45 Property of a Kripke Model After the Execution of an Action Sequence
PDFSolving and Explaining Analogy Questions Using Semantic Networks
PDFA Syntax-Independent Approach to Forgetting in Disjunctive Logic Programs
PDFLearning Partial Lexicographic Preference Trees over Combinatorial Domains
PDFAction Language BC+: Preliminary Report
PDFExistential Rule Languages with Finite Chase: Complexity and Expressiveness
PDFTractable Interval Temporal Propositional and Description Logics
PDFMassively Parallel A* Search on a GPU
PDFComplexity Results for Compressing Optimal Paths
PDFConvergent Plans for Large-Scale Evacuations
PDFResilient Upgrade of Electrical Distribution Grids
PDFPruning Game Tree by Rollouts
PDFStochastic Local Search for Satisfiability Modulo Theories
PDFBDD-Constrained Search: A Unified Approach to Constrained Shortest Path Problems
PDFEfficient Benchmarking of Hyperparameter Optimizers via Surrogates
PDFLimitations of Front-To-End Bidirectional Heuristic Search
PDFGoing Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities
PDFBayesian Active Learning-Based Robot Tutor for Children’s Word-Reading Skills
PDFLearning to Manipulate Unknown Objects in Clutter by Reinforcement
PDFRANSAC versus CS-RANSAC
PDFTackling Mental Health by Integrating Unobtrusive Multimodal Sensing
PDFIntegration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS
PDFPattern-Based Variant-Best-Neighbors Respiratory Motion Prediction Using Orthogonal Polynomials Approximation
PDFToward Mobile Robots Reasoning Like Humans
PDFGame-Theoretic Approach for Non-Cooperative Planning
PDFAnswering Conjunctive Queries over EL Knowledge Bases with Transitive and Reflexive Roles
PDFBelief Revision with General Epistemic States
PDFAIBIRDS: The Angry Birds Artificial Intelligence Competition
PDFWhat’s Hot in the SAT and ASP Competitions
PDFBDDs Strike Back (in AI Planning)
PDFRoboCup@Home — Benchmarking Domestic Service Robots
PDFData Science for Social Good — 2014 KDD Highlights
PDFRecursive Best-First Search with Bounded Overhead
PDFOptimal Column Subset Selection by A-Star Search
PDFInitializing Bayesian Hyperparameter Optimization via Meta-Learning
PDFReusing Previously Found A* Paths for Fast Goal-Directed Navigation in Dynamic Terrain
PDFA Theoretical Analysis of Optimization by Gaussian Continuation
PDFTwo Weighting Local Search for Minimum Vertex Cover
PDFLagrangian Decomposition Algorithm for Allocating Marketing Channels
PDFOn Unconstrained Quasi-Submodular Function Optimization
PDFImproved Local Search for Binary Matrix Factorization
PDFSolving Hard Stable Matching Problems via Local Search and Cooperative Parallelization
PDFIncremental Weight Elicitation for Multiobjective State Space Search
PDFTDS+: Improving Temperature Discovery Search
PDFValue-Directed Compression of Large-Scale Assignment Problems
PDFSolving Distributed Constraint Optimization Problems Using Logic Programming
PDFExploiting Variable Associations to Configure Efficient Local Search in Large-Scale Set Partitioning Problems
PDFOptimal Personalized Filtering Against Spear-Phishing Attacks
PDFAnalysis of Equilibria in Iterative Voting Schemes
PDFMatching with Dynamic Ordinal Preferences
PDFStrategic Voting and Strategic Candidacy
PDFOn the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be?
PDFOnline Learning and Profit Maximization from Revealed Preferences
PDFProviding Arguments in Discussions Based on the Prediction of Human Argumentative Behavior
PDFOn the Impossibility of Convex Inference in Human Computation
PDFPredicting Emotion Perception Across Domains: A Study of Singing and Speaking
PDFEfficient Task Sub-Delegation for Crowdsourcing
PDFWhen Suboptimal Rules
PDFCrowdsourcing Complex Workflows under Budget Constraints
PDFCrowdWON: A Modelling Language for Crowd Processes based on Workflow Nets
PDFIncentive Networks
PDFNovel Mechanisms for Online Crowdsourcing with Unreliable, Strategic Agents
PDFCollaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency
PDFAcquiring Speech Transcriptions Using Mismatched Crowdsourcing
PDFKnowledge Representation and Reasoning: What’s Hot
PDFWhat’s Hot in Crowdsourcing and Human Computation
PDFWhat Is Hot in CHI
PDFApproximating Optimal Social Choice under Metric Preferences
PDFTruthful Mechanisms without Money for Non-Utilitarian Heterogeneous Facility Location
PDFEnvy-Free Cake-Cutting in Two Dimensions
PDFDo Capacity Constraints Constrain Coalitions?
PDFPrice Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker
PDFOn a Competitive Secretary Problem
PDFIncentives for Subjective Evaluations with Private Beliefs
PDFA Unifying Hierarchy of Valuations with Complements and Substitutes
PDFFair Information Sharing for Treasure Hunting
PDFElicitation for Aggregation
PDFAudit Games with Multiple Defender Resources
PDFA Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences
PDFCombining Compact Representation and Incremental Generation in Large Games with Sequential Strategies
PDFControlled School Choice with Soft Bounds and Overlapping Types
PDFThe Complexity of Recognizing Incomplete Single-Crossing Preferences
PDFStrategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism
PDFSecurity Games with Protection Externalities
PDFJustified Representation in Approval-Based Committee Voting
PDFBalanced Trade Reduction for Dual-Role Exchange Markets
PDFMechanism Design for Team Formation
PDFTartanian7: A Champion Two-Player No-Limit Texas Hold’em Poker-Playing Program
PDFAutomatic Generation of Alternative Starting Positions for Simple Traditional Board Games
PDFA Faster Core Constraint Generation Algorithm for Combinatorial Auctions
PDFExploring Information Asymmetry in Two-Stage Security Games
PDFCongestion Games with Distance-Based Strict Uncertainty
PDFAssessing the Robustness of Cremer-McLean with Automated Mechanism Design
PDFVoting Rules As Error-Correcting Codes
PDFConventional Machine Learning for Social Choice
PDFStable Invitations
PDFFacility Location with Double-Peaked Preferences
PDFOptimal Machine Strategies to Commit to in Two-Person Repeated Games
PDFA Mechanism Design Approach to Measure Awareness
PDFCooperative Game Solution Concepts that Maximize Stability under Noise
PDFComputing Nash Equilibrium in Interdependent Defense Games
PDFLearning Valuation Distributions from Partial Observation
PDFA Stackelberg Game Approach for Incentivizing Participation in Online Educational Forums with Heterogeneous Student Population
PDFThe Pricing War Continues: On Competitive Multi-Item Pricing
PDFSequence-Form Algorithm for Computing Stackelberg Equilibria in Extensive-Form Games
PDFHedonic Coalition Formation in Networks
PDFA Graphical Representation for Games in Partition Function Form
PDFNon-Classical Planning for Robotic Applications
PDFVisualization Techniques for Topic Model Checking
PDFDeepTutor: An Effective, Online Intelligent Tutoring System That Promotes Deep Learning
PDFInferring Latent User Properties from Texts Published in Social Media
PDFCrowd Motion Monitoring with Thermodynamics-Inspired Feature
PDFCrowdMR: Integrating Crowdsourcing with MapReduce for AI-Hard Problems
PDFVisualizing Inference
PDFA Planning-Based Assistance System for Setting Up a Home Theater
PDFBottom-Up Demand Response by Following Local Energy Generation Voluntarily
PDFWorld WordNet Database Structure: An Efficient Schema for Storing Information of WordNets of the World
PDFCognitive Master Teacher
PDFThe Network Data Repository with Interactive Graph Analytics and Visualization
PDFSalient Object Detection via Objectness Proposals
PDFMulti-Agent Dynamic Coupling for Cooperative Vehicles Modeling
PDFTowards Cognitive Automation of Data Science
PDFOn Correcting Misspelled Queries in Email Search
PDFGene Selection in Microarray Datasets Using Progressively Refined PSO Scheme
PDFCircumventing Robots’ Failures by Embracing Their Faults: A Practical Approach to Planning for Autonomous Construction
PDFVecLP: A Realtime Video Recommendation System for Live TV Programs
PDFContinuity Editing for 3D Animation
PDFLearning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in East Africa
PDFPredisaster Preparation of Transportation Networks
PDFAggregating Electric Cars to Sustainable Virtual Power Plants: The Value of Flexibility in Future Electricity Markets
PDFEnergy Disaggregation via Learning Powerlets and Sparse Coding
PDFProbabilistic Planning with Risk-Sensitive Criterion
PDFOptimal Multi-Agent Pathfinding Algorithms
PDFIncentivizing Users for Balancing Bike Sharing Systems
PDFHVAC-Aware Occupancy Scheduling (Extended Abstract)
PDFExploiting the Structure of Distributed Constraint Optimization Problems
PDFMulti-Agent Team Formation: Solving Complex Problems by Aggregating Opinions
PDFEntity Resolution in a Big Data Framework
PDFRisk-Aware Scheduling throughout Planning and Execution
PDFModeling Eye Movements when Reading Microblogs
PDFRealistic Assumptions for Attacks on Elections
PDFScaling-Up Inference in Markov Logic
PDFMultivariate Conditional Anomaly Detection and Its Clinical Application
PDFTransfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters
PDFExplaining Answer Set Programming in Argumentative Terms
PDFSocial Hierarchical Learning
PDFScalable Agent Modeling for Large Multiagent Systems
PDFExtending Analogical Generalization with Near-Misses
PDFOntology-Based Information Extraction with a Cognitive Agent
PDFInference Graphs: Combining Natural Deduction and Subsumption Inference in a Concurrent Reasoner
PDFAffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis
PDFDialogue Understanding in a Logic of Action and Belief
PDFPattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery
PDFReal-Time Predictive Optimization for Energy Management in a Hybrid Electric Vehicle
PDFBest-Response Planning of Thermostatically Controlled Loads under Power Constraints
PDFInfluence-Driven Model for Time Series Prediction from Partial Observations
PDFA Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data
PDFHVAC-Aware Occupancy Scheduling
PDFRisk Based Optimization for Improving Emergency Medical Systems
PDFFutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments
PDFPower System Restoration With Transient Stability
PDFEnergy Usage Behavior Modeling in Energy Disaggregation via Marked Hawkes Process
PDFSmartShift: Expanded Load Shifting Incentive Mechanism for Risk-Averse Consumers
PDFSharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing
PDFData Analysis and Optimization for (Citi)Bike Sharing
PDFTowards Optimal Solar Tracking: A Dynamic Programming Approach
PDFA Nonparametric Online Model for Air Quality Prediction
PDFR1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection
PDFIncorporating Assortativity and Degree Dependence into Scalable Network Models
PDFA Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data
PDFProbabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs
PDFEmbedded Unsupervised Feature Selection
PDFPerson Identification Using Anthropometric and Gait Data from Kinect Sensor
PDFLearning User-Specific Latent Influence and Susceptibility from Information Cascades
PDFPersonalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel
PDFKickback Cuts Backprop’s Red-Tape: Biologically Plausible Credit Assignment in Neural Networks
PDFAn Agent-Based Model of the Emergence and Transmission of a Language System for the Expression of Logical Combinations
PDFEfficient Computation of Semivalues for Game-Theoretic Network Centrality
PDFLearning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regression
PDFHeuristic Induction of Rate-Based Process Models
PDFAn Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building
PDFAn Association Network for Computing Semantic Relatedness
PDFAutomatic Ellipsis Resolution: Recovering Covert Information from Text
PDFBayesian Affect Control Theory of Self
PDFSpontaneous Retrieval from Long-Term Memory for a Cognitive Architecture
PDFMoral Decision-Making by Analogy: Generalizations versus Exemplars
PDFAutomated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos
PDFA Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem
PDFExtended Property Paths: Writing More SPARQL Queries in a Succinct Way
PDFAn Axiomatic Approach to Link Prediction
PDFEstimating Temporal Dynamics of Human Emotions
PDFOn Information Coverage for Location Category Based Point-of-Interest Recommendation
PDFLower and Upper Bounds for SPARQL Queries over OWL Ontologies
PDFExploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval
PDFRepresentation Learning for Aspect Category Detection in Online Reviews
PDFHigh-Performance Distributed ML at Scale through Parameter Server Consistency Models
PDFMining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets
PDFEffectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network
PDFAn EBMC-Based Approach to Selecting Types for Entity Filtering
PDFA Probabilistic Model for Bursty Topic Discovery in Microblogs
PDFModeling with Node Degree Preservation Can Accurately Find Communities
PDFDynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization
PDFApproximating Model-Based ABox Revision in DL-Lite: Theory and Practice
PDFSampling Representative Users from Large Social Networks
PDFPredicting the Demographics of Twitter Users from Website Traffic Data
PDFUsing Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter
PDFUniform Interpolation and Forgetting for ALC Ontologies with ABoxes
PDFRAIN: Social Role-Aware Information Diffusion
PDFRecommending Positive Links in Signed Social Networks by Optimizing a Generalized AUC
PDFTrust Models for RDF Data: Semantics and Complexity
PDFLeveraging Social Foci for Information Seeking in Social Media
PDFWill You “Reconsume” the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors
PDFRelating Romanized Comments to News Articles by Inferring Multi-Glyphic Topical Correspondence
PDFPerceiving Group Themes from Collective Social and Behavioral Information
PDFInferring Same-As Facts from Linked Data: An Iterative Import-by-Query Approach
PDFConsistent Knowledge Discovery from Evolving Ontologies
PDFExtracting Bounded-Level Modules from Deductive RDF Triplestores
PDFUsing Description Logics for RDF Constraint Checking and Closed-World Recognition
PDFQuestion/Answer Matching for CQA System via Combining Lexical and Sequential Information
PDFFACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering
PDFCross-Modal Image Clustering via Canonical Correlation Analysis
PDFRobust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks
PDFA Tri-Role Topic Model for Domain-Specific Question Answering
PDFContent-Based Collaborative Filtering for News Topic Recommendation
PDFVisually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data
PDFPrajna: Towards Recognizing Whatever You Want from Images without Image Labeling
PDFHandling Owl:sameAs via Rewriting
PDFKernel Density Estimation for Text-Based Geolocation
PDFAre Features Equally Representative? A Feature-Centric Recommendation
PDFRetweet Behavior Prediction Using Hierarchical Dirichlet Process
PDFTrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings
PDFCollaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction
PDFIncorporating Implicit Link Preference Into Overlapping Community Detection
PDFEfficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling
PDFCausal Inference via Sparse Additive Models with Application to Online Advertising
PDFBurst Time Prediction in Cascades
PDFCOT: Contextual Operating Tensor for Context-Aware Recommender Systems
PDFA Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks
PDFOn the Scalable Learning of Stochastic Blockmodel
PDFClustering-Based Collaborative Filtering for Link Prediction
PDFMulti-Document Summarization Based on Two-Level Sparse Representation Model
PDFA New Granger Causal Model for Influence Evolution in Dynamic Social Networks: The Case of DBLP
PDFMining Query Subtopics from Questions in Community Question Answering
PDFA Personalized Interest-Forgetting Markov Model for Recommendations
PDFVELDA: Relating an Image Tweet’s Text and Images
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