International Joint Conference on Artificial Intelligence (IJCAI) - 2015

Conference Proceedings:

Key: PC - Pseudocode, OSC - Open Source Code, OSD - Open Datasets, DS - Dataset Splits, HS - Hardware Specification, SD - Software Dependencies, ES - Experiment Setup

A Bargaining Mechanism for One-Way Games 0
A Boosting Algorithm for Item Recommendation with Implicit Feedback 3
A Characterization of n-Player Strongly Monotone Scheduling Mechanisms 0
A Common-Sense Conceptual Categorization System Integrating Heterogeneous Proxytypes and the Dual Process of Reasoning 4
A Complete Epistemic Planner without the Epistemic Closed World Assumption 3
A Crowdfunding Model for Green Energy Investment 1
A Deterministic Partition Function Approximation for Exponential Random Graph Models 3
A Dictatorship Theorem for Cake Cutting 1
A Direct Boosting Approach for Semi-supervised Classification 4
A Fast Goal Recognition Technique Based on Interaction Estimates 2
A Geometric Theory of Feature Selection and Distance-Based Measures 3
A Graph Kernel Based on the Jensen-Shannon Representation Alignment 5
A Hybrid Neural Model for Type Classification of Entity Mentions 3
A Joint Optimization Framework of Sparse Coding and Discriminative Clustering 3
A Logic for Reasoning about Justified Uncertain Beliefs 0
A MaxSAT Algorithm Using Cardinality Constraints of Bounded Size 6
A Modification of the Halpern-Pearl Definition of Causality 0
A Modularity-Based Random SAT Instances Generator 3
A Multicore Tool for Constraint Solving 4
A New Input Method for Human Translators: Integrating Machine Translation Effectively and Imperceptibly 0
A New Simplex Sparse Learning Model to Measure Data Similarity for Clustering 3
A Personalised Thermal Comfort Model Using a Bayesian Network 2
A Privacy Preserving Algorithm for Multi-Agent Planning and Search 1
A Pseudo-Polynomial Algorithm for Computing Power Indices in Graph-Restricted Weighted Voting Games 1
A Scalable Community Detection Algorithm for Large Graphs Using Stochastic Block Models 3
A Scalable Interdependent Multi-Issue Negotiation Protocol for Energy Exchange 3
A Simple Probabilistic Extension of Modal Mu-calculus 0
A Soft Version of Predicate Invention Based on Structured Sparsity 2
A Space Alignment Method for Cold-Start TV Show Recommendations 2
A Study of Human-Agent Collaboration for Multi-UAV Task Allocation in Dynamic Environments 1
A Subspace Learning Framework for Cross-Lingual Sentiment Classification with Partial Parallel Data 2
A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews 2
A Top-Down Compiler for Sentential Decision Diagrams 4
A Unified Model for Unsupervised Opinion Spamming Detection Incorporating Text Generality 3
A Unified Probabilistic Model of User Activities and Relations on Social Networking Sites 2
AGM Meets Abstract Argumentation: Expansion and Revision for Dung Frameworks 0
AGM Revision of Beliefs about Action and Time 0
ALLEGRO: Belief-Based Programming in Stochastic Dynamical Domains 4
ASAP-UCT: Abstraction of State-Action Pairs in UCT 5
Abstract Routing Models and Abstractions in the Context of Vehicle Routing 0
Accelerated Inexact Soft-Impute for Fast Large-Scale Matrix Completion 5
Action2Activity: Recognizing Complex Activities from Sensor Data 3
Active Imitation Learning of Hierarchical Policies 1
Active Learning from Crowds with Unsure Option 5
Adaptive Dropout Rates for Learning with Corrupted Features 3
Adaptive Sharing for Image Classification 4
Adversarial Hierarchical-Task Network Planning for Complex Real-Time Games 3
Aesthetic Visual Quality Evaluation of Chinese Handwritings 2
Aggregate Demand-Based Real-Time Pricing Mechanism for the Smart Grid: A Game-Theoretic Analysis 0
Agile Planning for Real-World Disaster Response 2
Algorithmic Exam Generation 3
An Active Learning Approach to Coreference Resolution 4
An Adaptive Computational Model for Personalized Persuasion 1
An Algebra of Granular Temporal Relations for Qualitative Reasoning 1
An Efficient Classifier Based on Hierarchical Mixing Linear Support Vector Machines 4
An Exact Inference Scheme for MinSAT 2
An Expectation-Maximization Algorithm to Compute a Stochastic Factorization From Data 3
An Expert-Level Card Playing Agent Based on a Variant of Perfect Information Monte Carlo Sampling 1
An Extension-Based Approach to Belief Revision in Abstract Argumentation 0
An Iterative Approach to Synthesize Data Transformation Programs 4
An Ontology Matching Approach Based on Affinity-Preserving Random Walks 4
Analysis of Sampling Algorithms for Twitter 1
Answer Update for Rule-Based Stream Reasoning 1
Anytime Inference in Probabilistic Logic Programs with Tp-Compilation 4
Applying Max-Sum to Asymmetric Distributed Constraint Optimization 1
Approximate Nash Equilibria with Near Optimal Social Welfare 1
Approximately Stable Pricing for Coordinated Purchasing of Electricity 4
Artificial Intelligence in the Concertgebouw 1
AskWorld: Budget-Sensitive Query Evaluation for Knowledge-on-Demand 3
Automated Geometry Theorem Proving for Human-Readable Proofs 3
Automated Rule Selection for Aspect Extraction in Opinion Mining 3
Automatic Generation of Raven’s Progressive Matrices 5
Automatic Verification of Partial Correctness of Golog Programs 4
Autonomous Cross-Domain Knowledge Transfer in Lifelong Policy Gradient Reinforcement Learning 2
Auxiliary Information Regularized Machine for Multiple Modality Feature Learning 4
Balance between Complexity and Quality: Local Search for Minimum Vertex Cover in Massive Graphs 5
Batch Reinforcement Learning for Smart Home Energy Management 4
Bayesian Modelling of Community-Based Multidimensional Trust in Participatory Sensing under Data Sparsity 4
Belief Revision and Progression of Knowledge Bases in the Epistemic Situation Calculus 0
Between Imitation and Intention Learning 3
Beyond SPARQL under OWL 2 QL Entailment Regime: Rules to the Rescue 0
Bi-Parameter Space Partition for Cost-Sensitive SVM 6
Biclustering Gene Expressions Using Factor Graphs and the Max-Sum Algorithm 2
Bidirectional Constraints for Exchanging Data: Beyond Monotone Queries 1
Bonus or Not? Learn to Reward in Crowdsourcing 1
Bootstrapping Domain Ontologies from Wikipedia: A Uniform Approach 4
Building Hierarchies of Concepts via Crowdsourcing 3
CEIL: A Scalable, Resolution Limit Free Approach for Detecting Communities in Large Networks 2
Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Propagation 3
Character-Based Parsing with Convolutional Neural Network 3
Characterizability in Belief Revision 0
Characterization of Scoring Rules with Distances: Application to the Clustering of Rankings 3
Characterization of the Expressivity of Existential Rule Queries 0
Characterizing Causal Action Theories and Their Implementations in Answer Set Programming: Action Languages B, C, and Beyond 0
Classical Planning with Simulators: Results on the Atari Video Games 3
Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data 1
Co-Acquisition of Syntax and Semantics — An Investigation in Spatial Language 0
Cognitive Modelling for Predicting Examinee Performance 4
Coherence Across Components in Cognitive Systems — One Ontology to Rule Them All 2
Collaborative Place Models 3
Collective Biobjective Optimization Algorithm for Parallel Test Paper Generation 2
Combining Existential Rules and Description Logics 0
Combining Existential Rules and Transitivity: Next Steps 0
Combining Existential Rules with the Power of CP-Theories 1
Combining Eye Movements and EEG to Enhance Emotion Recognition 1
Combining Preference Elicitation and Search in Multiobjective State-Space Graphs 1
Combining Rewriting and Incremental Materialisation Maintenance for Datalog Programs with Equality 5
Compatible-Based Conditioning in Interval-Based Possibilistic Logic 1
Compiling Away Uncertainty in Strong Temporal Planning with Uncontrollable Durations 2
Compiling Constraint Networks into Multivalued Decomposable Decision Graphs 4
Complexity Results in Epistemic Planning 1
Composing and Verifying Commitment-Based Multiagent Protocols 1
Compositional Program Synthesis from Natural Language and Examples 1
Compressed Spectral Regression for Efficient Nonlinear Dimensionality Reduction 5
Compressive Document Summarization via Sparse Optimization 3
Computation and Complexity of Preference Inference Based on Hierarchical Models 1
Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending 2
Computer Science on the Move: Inferring Migration Regularities from the Web via Compressed Label Propagation 3
Computing Horn Rewritings of Description Logics Ontologies 1
Computing Optimal Mixed Strategies for Security Games with Dynamic Payoffs 2
Computing Possibly Optimal Solutions for Multi-Objective Constraint Optimisation with Tradeoffs 4
Computing Social Behaviours Using Agent Models 0
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations 3
Context-Independent Claim Detection for Argument Mining 3
Controlled Query Evaluation for Datalog and OWL 2 Profile Ontologies 0
Convergence of Common Proximal Methods for L1-Regularized Least Squares 2
Convergence to Equilibria in Strategic Candidacy 0
Convolutional Neural Networks for Text Hashing 3
Convolutional Neural Tensor Network Architecture for Community-Based Question Answering 3
Copula Graphical Models for Wind Resource Estimation 1
Correcting Covariate Shift with the Frank-Wolfe Algorithm 2
Cost-Optimal and Net-Benefit Planning — A Parameterised Complexity View 0
Count-Based Frequency Estimation with Bounded Memory 3
Cross-Domain Collaborative Filtering with Review Text 3
Cross-View Projective Dictionary Learning for Person Re-Identification 4
Crowdsourced Semantic Matching of Multi-Label Annotations 4
Data Compression for Learning MRF Parameters 1
Data Sparseness in Linear SVM 3
Dealing with Generic Contrariness in Structured Argumentation 0
Decomposition of the Factor Encoding for CSPs 5
Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition 3
Deep Learning for Event-Driven Stock Prediction 4
Deep Linear Coding for Fast Graph Clustering 3
Deep Low-Rank Coding for Transfer Learning 3
Deep Multimodal Hashing with Orthogonal Regularization 4
Delete Relaxations for Planning with State-Dependent Action Costs 3
Density Corrected Sparse Recovery when R.I.P. Condition Is Broken 1
Deordering and Numeric Macro Actions for Plan Repair 3
Detecting Emotions in Social Media: A Constrained Optimization Approach 4
Detecting Promotion Campaigns in Community Question Answering 2
Determining Expert Research Areas with Multi-Instance Learning of Hierarchical Multi-Label Classification Model 4
Did You Know? — Mining Interesting Trivia for Entities from Wikipedia 3
Differential Semantics of Intervention in Bayesian Networks 3
Differentially Private Matrix Factorization 2
Direct Policy Iteration with Demonstrations 3
Discriminative Reordering Model Adaptation via Structural Learning 3
Discriminative Unsupervised Dimensionality Reduction 3
Dissecting German Grammar and Swiss Passports: Open-Domain Decomposition of Compositional Entries in Large-Scale Knowledge Repositories 2
Distance-Bounded Consistent Query Answering 0
Do We Criticise (and Laugh) in the Same Way? Automatic Detection of Multi-Lingual Satirical News in Twitter 3
Dual-Regularized Multi-View Outlier Detection 3
Efficiency and Complexity of Price Competition Among Single-Product Vendors 0
Efficient Algorithms with Performance Guarantees for the Stochastic Multiple-Choice Knapsack Problem 2
Efficient Generalized Conditional Gradient with Gradient Sliding for Composite Optimization 4
Efficient Model Based Diagnosis with Maximum Satisfiability 4
Efficient Operations On MDDs for Building Constraint Programming Models 5
Efficient Paraconsistent Reasoning with Ontologies and Rules 0
Efficient Query Rewriting in the Description Logic EL and Beyond 5
Efficient Search with an Ensemble of Heuristics 2
Efficient Semantic Features for Automated Reasoning over Large Theories 4
Efficient, Private, and eps-Strategyproof Elicitation of Tournament Voting Rules 1
Efficiently Characterizing Non-Redundant Constraints in Large Real World Qualitative Spatial Networks 4
Efficiently Finding Conditional Instruments for Causal Inference 1
EigenGP: Gaussian Process Models with Adaptive Eigenfunctions 4
Embedding Semantic Relations into Word Representations 3
Emotions in Argumentation: an Empirical Evaluation 4
EntScene: Nonparametric Bayesian Temporal Segmentation of Videos Aimed at Entity-Driven Scene Detection 2
Environment-Driven Social Force Model: Lévy Walk Pattern in Collective Behavior 1
Envy-Free Sponsored Search Auctions with Budgets 1
Epistemic Equilibrium Logic 0
Epistemic Quantified Boolean Logic: Expressiveness and Completeness Results 1
Equilibria Under the Probabilistic Serial Rule 4
Equilibrium Analysis of Multi-Defender Security Games 0
Equilibrium Refinement through Negotiation in Binary Voting 0
Equivalence Results between Feedforward and Recurrent Neural Networks for Sequences 1
Estimating the Margin of Victory of an Election Using Sampling 0
Estimating the Probability of Meeting a Deadline in Hierarchical Plans 3
Evolving Ambiguous Images 1
Exchange of Indivisible Objects with Asymmetry 1
Execution Monitoring as Meta-Games for General Game-Playing Robots 0
Exploiting Block Deordering for Improving Planners Efficiency 4
Exploiting Symmetries by Planning for a Descriptive Quotient 3
Exploiting k-Degree Locality to Improve Overlapping Community Detection 5
Exploiting the Structure of Unsatisfiable Cores in MaxSAT 5
Exploratory Digraph Navigation Using A* 2
Exploring Implicit Hierarchical Structures for Recommender Systems 4
Expressive Logical Combinators for Free 2
Extended Discriminative Random Walk: A Hypergraph Approach to Multi-View Multi-Relational Transductive Learning 5
Extending AGM Contraction to Arbitrary Logics 0
Extension Enforcement in Abstract Argumentation as an Optimization Problem 3
Face Clustering in Videos with Proportion Prior 3
Factored Upper Bounds for Multiagent Planning Problems under Uncertainty with Non-Factored Value Functions 1
Fast Combinatorial Algorithm for Optimizing the Spread of Cascades 3
Fast Cross-Validation for Incremental Learning 5
Feature Selection from Microarray Data via an Ordered Search with Projected Margin 4
Filtering Nogoods Lazily in Dynamic Symmetry Breaking During Search 4
Finding Diverse Solutions of High Quality to Constraint Optimization Problems 5
Finite Abstractions for the Verification of Epistemic Properties in Open Multi-Agent Systems 0
First-Order Disjunctive Logic Programming vs Normal Logic Programming 0
First-Order Rewritability of Temporal Ontology-Mediated Queries 0
Fixed-Parameter Tractable Reductions to SAT for Planning 0
Fixing Tournaments for Kings, Chokers, and More 1
FlashNormalize: Programming by Examples for Text Normalization 1
Formal Analysis of Dialogues on Infinite Argumentation Frameworks 0
From Raw Sensor Data to Detailed Spatial Knowledge 1
From Weighted to Unweighted Model Counting 2
Further Connections Between Contract-Scheduling and Ray-Searching Problems 0
Generalized Rapid Action Value Estimation 2
Generalized Transitive Distance with Minimum Spanning Random Forest 3
Generalizing the Single-Crossing Property on Lines and Trees to Intermediate Preferences on Median Graphs 0
Generating 1 4
Generating all Possible Palindromes from Ngram Corpora 2
Gibbard–Satterthwaite Games 0
Graph Invariant Kernels 4
Graph-Based Inverse Optimal Control for Robot Manipulation 4
Greedy Structure Search for Sum-Product Networks 3
Grounding the Meaning of Words through Vision and Interactive Gameplay 3
Group Decision Making via Weighted Propositional Logic: Complexity and Islands of Tractability 0
Groupwise Registration of Aerial Images 3
H-Index Manipulation by Merging Articles: Models, Theory, and Experiments 3
Haiku Generator that Reads Blogs and Illustrates Them with Sounds and Images 1
Hamming Compatible Quantization for Hashing 4
Handling Complex Commands as Service Robot Task Requests 2
Heroic versus Collaborative AI for the Arts 0
How Robust Is the Wisdom of the Crowds? 0
How to Select One Preferred Assertional-Based Repair from Inconsistent and Prioritized DL-Lite Knowledge Bases? 3
ICBS: Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding 4
Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating Comparison 4
Identification of Time-Dependent Causal Model: A Gaussian Process Treatment 2
Image Feature Learning for Cold Start Problem in Display Advertising 2
Imaging Time-Series to Improve Classification and Imputation 3
Impartial Peer Review 1
Implementing the Wisdom of Waze 0
Improving the Effectiveness of SAT-Based Preprocessing for MaxSAT 5
Improving the Efficiency of Dynamic Programming on Tree Decompositions via Machine Learning 4
Incentivizing Peer Grading in MOOCS: An Audit Game Approach 1
Incorporating Domain and Sentiment Supervision in Representation Learning for Domain Adaptation 3
Increasingly Cautious Optimism for Practical PAC-MDP Exploration 2
Indirect Causes in Dynamic Bayesian Networks Revisited 0
Inducing Probabilistic Relational Rules from Probabilistic Examples 5
Inferring Painting Style with Multi-Task Dictionary Learning 3
Influence Maximization in Big Networks: An Incremental Algorithm for Streaming Subgraph Influence Spread Estimation 4
Influence in Classification via Cooperative Game Theory 1
Information Gathering in Networks via Active Exploration 2
Instance-Wise Weighted Nonnegative Matrix Factorization for Aggregating Partitions with Locally Reliable Clusters 3
Integrated Anchor and Social Link Predictions across Social Networks 3
Integrating Importance, Non-Redundancy and Coherence in Graph-Based Extractive Summarization 2
Integrating Partial Order Reduction and Symmetry Elimination for Cost-Optimal Classical Planning 3
Intelligent Agent Supporting Human-Multi-Robot Team Collaboration 3
Interactive Gender Inference with Integer Linear Programming 5
Interest Inference via Structure-Constrained Multi-Source Multi-Task Learning 4
Interplanetary Trajectory Planning with Monte Carlo Tree Search 2
Intersecting Manifolds: Detection, Segmentation, and Labeling 3
Introspective Forecasting 0
Inverse Reinforcement Learning in Relational Domains 1
Iterative Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora 4
Joint Learning of Character and Word Embeddings 2
Joint Learning of Constituency and Dependency Grammars by Decomposed Cross-Lingual Induction 4
Joint POS Tagging and Text Normalization for Informal Text 2
Kernel Contraction and Base Dependence: Redundancy in the Base Resulting in Different Types of Dependence 0
Kinetic Imaginations: Exploring the Possibilities of Combining AI and Dance 2
Knowledge Base Completion Using Embeddings and Rules 4
Large Scale Homophily Analysis in Twitter Using a Twixonomy 3
Learning Behaviors in Agents Systems with Interactive Dynamic Influence Diagrams 2
Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model 2
Learning Cooperative Games 0
Learning Efficient Logical Robot Strategies Involving Composable Objects 3
Learning Geographical Hierarchy Features for Social Image Location Prediction 2
Learning Regular Languages via Alternating Automata 2
Learning Term Embeddings for Hypernymy Identification 3
Learning a Robust Consensus Matrix for Clustering Ensemble via Kullback-Leibler Divergence Minimization 3
Learning to Hash on Partial Multi-Modal Data 5
Learning to Interpret Natural Language Commands through Human-Robot Dialog 2
Learning to Rap Battle with Bilingual Recursive Neural Networks 1
Lie on the Fly: Iterative Voting Center with Manipulative Voters 3
Lightweight Temporal Description Logics with Rigid Roles and Restricted TBoxes 1
Limited Lookahead in Imperfect-Information Games 1
Linking Heterogeneous Input Features with Pivots for Domain Adaptation 2
Literal-Based MCS Extraction 5
Local Translation Prediction with Global Sentence Representation 3
Logic Program Termination Analysis Using Atom Sizes 0
Logic-Geometric Programming: An Optimization-Based Approach to Combined Task and Motion Planning 2
Looking at Mondrian's Victory Boogie-Woogie: What Do I Feel? 4
MORRF*: Sampling-Based Multi-Objective Motion Planning 2
MUVIR: Multi-View Rare Category Detection 3
Matrix Factorization with Scale-Invariant Parameters 4
Max-Sum Goes Private 3
Maximal Cooperation in Repeated Games on Social Networks 1
Maximizing the Coverage of Information Propagation in Social Networks 4
Maximum Entropy Semi-Supervised Inverse Reinforcement Learning 2
Maximum Satisfiability Using Cores and Correction Sets 4
Mechanism Design and Implementation for Lung Exchange 3
Medical Synonym Extraction with Concept Space Models 4
Membership Constraints in Formal Concept Analysis 1
MergeXplain: Fast Computation of Multiple Conflicts for Diagnosis 4
Merging in the Horn Fragment 0
Metareasoning for Planning Under Uncertainty 1
Mining Definitions from RDF Annotations Using Formal Concept Analysis 1
Mining Expert Play to Guide Monte Carlo Search in the Opening Moves of Go 2
Mirror Representation for Modeling View-Specific Transform in Person Re-Identification 3
Mixed Discrete-Continuous Heuristic Generative Planning Based on Flow Tubes 0
Mixed Error Coding for Face Recognition with Mixed Occlusions 4
Mobile Query Recommendation via Tensor Function Learning 4
Mobility Profiling for User Verification with Anonymized Location Data 4
Model Metric Co-Learning for Time Series Classification 3
Model-Based Genetic Algorithms for Algorithm Configuration 4
Modeling Inter- and Intra-Part Deformations for Object Structure Parsing 3
Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation 3
Modeling Multi-Attribute Demand for Sustainable Cloud Computing with Copulae 3
Modeling Quantum Entanglements in Quantum Language Models 4
Modeling Users' Dynamic Preference for Personalized Recommendation 3
Modelling the Persuadee in Asymmetric Argumentation Dialogues for Persuasion 0
Models of Action Concurrency in Temporal Planning 2
Modular Systems with Preferences 0
Multi-Agent Only Knowing on Planet Kripke 0
Multi-Armed Bandits for Adaptive Constraint Propagation 3
Multi-Document Abstractive Summarization Using ILP Based Multi-Sentence Compression 2
Multi-Graph-View Learning for Complicated Object Classification 4
Multi-Label Active Learning: Query Type Matters 3
Multi-Label Classification with Feature-Aware Non-Linear Label Space Transformation 5
Multi-Label Structure Learning with Ising Model Selection 4
Multi-Modality Tracker Aggregation: From Generative to Discriminative 1
Multi-Objective POMDPs with Lexicographic Reward Preferences 4
Multi-Pass High-Level Presolving 3
Multi-Task Model and Feature Joint Learning 3
Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences 3
Multi-Task Multi-View Clustering for Non-Negative Data 3
Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information 4
Multi-view Self-Paced Learning for Clustering 2
Multilateral Negotiation in Boolean Games with Incomplete Information Using Generalized Possibilistic Logic 1
Multiple Instance Learning-Based Birdsong Classification Using Unsupervised Recording Segmentation 5
Multitask Coactive Learning 3
Music Recommenders: User Evaluation Without Real Users? 2
Narrative Hermeneutic Circle: Improving Character Role Identification from Natural Language Text via Feedback Loops 2
Network Representation Learning with Rich Text Information 4
Non-Monotone Adaptive Submodular Maximization 3
Non-Myopic Negotiators See What's Best 0
Nonnegative Matrix Tri-Factorization with Graph Regularization for Community Detection in Social Networks 3
Nonparametric Independence Testing for Small Sample Sizes 1
Offline Sketch Parsing via Shapeness Estimation 2
On Conceptual Labeling of a Bag of Words 2
On Constrained Boolean Pareto Optimization 1
On Forgetting Postulates in Answer Set Programming 1
On the Aggregation of Argumentation Frameworks 0
On the Balance of Meter Deployment Cost and NILM Accuracy 3
On the Boundary of (Un)decidability: Decidable Model-Checking for a Fragment of Resource Agent Logic 1
On the Computational Complexity of Naive-Based Semantics for Abstract Dialectical Frameworks 0
On the Consistency of AUC Pairwise Optimization 0
On the Effective Configuration of Planning Domain Models 3
On the Empirical Time Complexity of Random 3-SAT at the Phase Transition 5
On the Entailment Problem for a Logic of Typicality 1
On the Graded Acceptability of Arguments 0
On the Online Generation of Effective Macro-Operators 3
On the Parameterized Complexity of Belief Revision 1
On the Progression of Knowledge and Belief for Nondeterministic Actions in the Situation Calculus 0
On the Resiliency of Unit Propagation to Max-Resolution 3
On the Runtime of Randomized Local Search and Simple Evolutionary Algorithms for Dynamic Makespan Scheduling 1
On the Undecidability of the Situation Calculus Extended with Description Logic Ontologies 0
Online Fair Division: Analysing a Food Bank Problem 1
Online Learning of k-CNF Boolean Functions 1
Online Learning to Rank for Content-Based Image Retrieval 2
Online Mechanisms for Charging Electric Vehicles in Settings with Varying Marginal Electricity Costs 3
Online Robust Low Rank Matrix Recovery 3
Only Knowing Meets Common Knowledge 0
Ontology-Mediated Queries with Closed Predicates 0
Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach 1
Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model 3
Optimal Auctions for Partially Rational Bidders 0
Optimal Bayesian Hashing for Efficient Face Recognition 4
Optimal Electric Vehicle Charging Station Placement 4
Optimal Greedy Diversity for Recommendation 3
Optimal Incremental Preference Elicitation during Negotiation 2
Optimal Network Security Hardening Using Attack Graph Games 2
Optimal Planning with Axioms 2
Optimal Policy Generation for Partially Satisfiable Co-Safe LTL Specifications 3
Optimal Pricing for the Competitive and Evolutionary Cloud Market 2
Optimal Route Search with the Coverage of Users' Preferences 4
Optimization of Probabilistic Argumentation with Markov Decision Models 1
Optimizing Locally Linear Classifiers with Supervised Anchor Point Learning 4
Optimizing Sentence Modeling and Selection for Document Summarization 4
Packing Curved Objects 1
Parliamentary Voting Procedures: Agenda Control, Manipulation, and Uncertainty 1
Partial Grounded Fixpoints 0
Perception Evolution Network Adapting to the Emergence of New Sensory Receptor 2
Personalized Ad Recommendation Systems for Life-Time Value Optimization with Guarantees 3
Personalized Mathematical Word Problem Generation 1
Personalized Ranking Metric Embedding for Next New POI Recommendation 4
Personalized Sentiment Classification Based on Latent Individuality of Microblog Users 2
Personalized Tour Recommendation Based on User Interests and Points of Interest Visit Durations 2
Personalizing Product Rankings Using Collaborative Filtering on Opinion-Derived Topic Profiles 0
Planning for Stochastic Games with Co-Safe Objectives 0
Point-Based Planning for Multi-Objective POMDPs 2
Policies that Generalize: Solving Many Planning Problems with the Same Policy 0
Policy Shaping with Human Teachers 1
Polynomial Rewritings for Linear Existential Rules 0
Polynomial-Time Reformulations of LTL Temporally Extended Goals into Final-State Goals 3
Polytree-Augmented Classifier Chains for Multi-Label Classification 3
Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes 3
Portfolio Choices with Orthogonal Bandit Learning 3
Positive, Negative, or Neutral: Learning an Expanded Opinion Lexicon from Emoticon-Annotated Tweets 4
Possible and Necessary Allocations via Sequential Mechanisms 0
Potential Based Reward Shaping for Hierarchical Reinforcement Learning 2
Pre-release Prediction of Crowd Opinion on Movies by Label Distribution Learning 2
Prime Compilation of Non-Clausal Formulae 4
Prior-Based Dual Additive Latent Dirichlet Allocation for User-Item Connected Documents 4
Probabilistic Belief Contraction Using Argumentation 0
Probabilistic Inference Based Message-Passing for Resource Constrained DCOPs 2
Probabilistic Inference in Hybrid Domains by Weighted Model Integration 4
Probabilistic Knowledge-Based Programs 0
Probabilistic Reasoning with Inconsistent Beliefs Using Inconsistency Measures 1
Pseudo-Supervised Training Improves Unsupervised Melody Segmentation 4
Pushdown Multi-Agent System Verification 0
Pushing Forward Marginal MAP with Best-First Search 4
Qualitative Reasoning about Directions in Semantic Spaces 3
Quantifying Robustness of Trust Systems against Collusive Unfair Rating Attacks Using Information Theory 0
Quantized Correlation Hashing for Fast Cross-Modal Search 4
Query Rewriting for Existential Rules with Compiled Preorder 5
Query Understanding through Knowledge-Based Conceptualization 1
Quiet: Faster Belief Propagation for Images and Related Applications 4
Raising Expectations in GDA Agents Acting in Dynamic Environments 2
Random Feature Mapping with Signed Circulant Matrix Projection 4
Ranked Voting on Social Networks 0
Ranking Preserving Hashing for Fast Similarity Search 4
Re-Ranking Voting-Based Answers by Discarding User Behavior Biases 2
ReACTR: Realtime Algorithm Configuration through Tournament Rankings 6
Reactive Integrated Motion Planning and Execution 2
Reader-Aware Multi-Document Summarization via Sparse Coding 4
Realizability of Three-Valued Semantics for Abstract Dialectical Frameworks 0
Reasoning about Connectivity Constraints 4
Reasoning with Style 1
Recommendation Algorithms for Optimizing Hit Rate, User Satisfaction and Website Revenue 3
Recovery of Corrupted Multiple Kernels for Clustering 3
Reduced Time-Expansion Graphs and Goal Decomposition for Solving Cooperative Path Finding Sub-Optimally 4
Regression Model Fitting under Differential Privacy and Model Inversion Attack 4
Regularizing Flat Latent Variables with Hierarchical Structures 2
Reinforcement Learning from Demonstration through Shaping 2
Representation Learning for Measuring Entity Relatedness with Rich Information 3
Revenue Maximization Envy-Free Pricing for Homogeneous Resources 1
Revisiting Gaussian Process Dynamical Models 3
Robust Dictionary Learning with Capped l1-Norm 4
Robust Kernel Dictionary Learning Using a Whole Sequence Convergent Algorithm 2
Robust Learning for Repeated Stochastic Games via Meta-Gaming 2
Robust Multiple Kernel K-means Using L21-Norm 4
Robust Subspace Segmentation by Simultaneously Learning Data Representations and Their Affinity Matrix 3
SAT Is an Effective and Complete Method for Solving Stable Matching Problems with Couples 4
Saliency Detection with a Deeper Investigation of Light Field 2
Salient Object Detection via Augmented Hypotheses 4
Sampling with Minimum Sum of Squared Similarities for Nystrom-Based Large Scale Spectral Clustering 4
Saul: Towards Declarative Learning Based Programming 3
Scalable Gaussian Process Regression Using Deep Neural Networks 4
Scalable Graph Hashing with Feature Transformation 4
Scalable Maintenance of Knowledge Discovery in an Ontology Stream 3
Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search 5
Scalable Probabilistic Tensor Factorization for Binary and Count Data 3
Schema.org as a Description Logic 0
Secure Routing in Wireless Sensor Networks via POMDPs 1
Security Games with Information Leakage: Modeling and Computation 3
Self-Adaptive Hierarchical Sentence Model 3
Selling Reserved Instances in Cloud Computing 1
Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection 2
Semantic Single Video Segmentation with Robust Graph Representation 1
Semantic Topic Multimodal Hashing for Cross-Media Retrieval 3
Semi-Orthogonal Multilinear PCA with Relaxed Start 5
Semi-Supervised Multi-Label Learning with Incomplete Labels 4
Semi-Universal Portfolios with Transaction Costs 3
Short and Sparse Text Topic Modeling via Self-Aggregation 3
Simple Atom Selection Strategy for Greedy Matrix Completion 5
Simple Causes of Complexity in Hedonic Games 0
Simplifying A Logic Program Using Its Consequences 3
Simulation-Based Admissible Dominance Pruning 4
Simultaneous Abstraction and Equilibrium Finding in Games 1
Sketch the Storyline with CHARCOAL: A Non-Parametric Approach 2
Slogans Are Not Forever: Adapting Linguistic Expressions to the News 2
Smooth UCT Search in Computer Poker 3
Social Image Parsing by Cross-Modal Data Refinement 3
Solving Heads-Up Limit Texas Hold'em 1
Solving MDPs with Skew Symmetric Bilinear Utility Functions 5
Solving QBF by Clause Selection 4
Solving the Partial Label Learning Problem: An Instance-Based Approach 4
Sorting Sequential Portfolios in Automated Planning 3
Sparse Probabilistic Matrix Factorization by Laplace Distribution for Collaborative Filtering 4
Spectrum-Based Fault Localisation for Multi-Agent Systems 3
Speeding Up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves 5
Spiteful Bidding in the Dollar Auction 0
Stable Model Semantics of Abstract Dialectical Frameworks Revisited: A Logic Programming Perspective 1
Statistical Regimes and Runtime Prediction 5
Stick-Breaking Policy Learning in Dec-POMDPs 3
Strategic Abstention Based on Preference Extensions: Positive Results and Computer-Generated Impossibilities 1
Strategic Candidacy Games with Lazy Candidates 0
Strategic Network Formation through an Intermediary 0
Strategy-Proofness of Scoring Allocation Correspondences for Indivisible Goods 0
Stroke-Based Stylization Learning and Rendering with Inverse Reinforcement Learning 1
Structural Results for Cooperative Decentralized Control Models 1
Structural Tractability of Shapley and Banzhaf Values in Allocation Games 0
Structure in Dichotomous Preferences 0
Supervised Representation Learning: Transfer Learning with Deep Autoencoders 3
Swarm Systems in the Visualization of Consumption Patterns 1
Symbol Acquisition for Probabilistic High-Level Planning 3
Symbolic Model Checking for One-Resource RB+-ATL 4
Syntax-Based Deep Matching of Short Texts 4
Synthesis for LTL and LDL on Finite Traces 1
Tackling Data Sparseness in Recommendation using Social Media based Topic Hierarchy Modeling 3
Target-Dependent Twitter Sentiment Classification with Rich Automatic Features 3
Temporal Planning with Semantic Attachment of Non-Linear Monotonic Continuous Behaviours 4
Temporal Query Answering in the Description Logic EL 0
The Adjusted Winner Procedure: Characterizations and Equilibria 0
The Combined Approach to Query Answering Beyond the OWL 2 Profiles 3
The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages 0
The Complexity of Model Checking Succinct Multiagent Systems 0
The Complexity of Subsumption in Fuzzy EL 0
The Cube of Opposition: A Structure Underlying Many Knowledge Representation Formalisms 0
The Game-Theoretic Interaction Index on Social Networks with Applications to Link Prediction and Community Detection 3
The Logic of Qualitative Probability 0
The Power of Local Manipulation Strategies in Assignment Mechanisms 1
The Right to Obscure: A Mechanism and Initial Evaluation 1
The Scaffolded Sound Beehive 0
Thompson Sampling for Budgeted Multi-Armed Bandits 2
Tight Bounds for HTN Planning with Task Insertion 0
Topic Modeling with Document Relative Similarities 4
Toward Estimating Others' Transition Models Under Occlusion for Multi-Robot IRL 3
Towards Addressing the Winograd Schema Challenge — Building and Using a Semantic Parser and a Knowledge Hunting Module 2
Towards Automatic Dominance Breaking for Constraint Optimization Problems 2
Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties 1
Towards Class-Imbalance Aware Multi-Label Learning 4
Towards Domain-Specific Semantic Relatedness: A Case Study from Geography 4
Towards Fully Observable Non-Deterministic Planning as Assumption-based Automatic Synthesis 0
Tracking Political Elections on Social Media: Applications and Experience 2
Tractable Classes of Binary CSPs Defined by Excluded Topological Minors 0
Tractable Inquiry in Information-Rich Environments 0
Tractable Learning for Structured Probability Spaces: A Case Study in Learning Preference Distributions 3
Tradeoffs between Incentive Mechanisms in Boolean Games 1
Trailer Generation via a Point Process-Based Visual Attractiveness Model 4
Training-Efficient Feature Map for Shift-Invariant Kernels 2
Training-Time Optimization of a Budgeted Booster 3
Trust-Sensitive Belief Revision 0
Truthful Cake Cutting Mechanisms with Externalities: Do Not Make Them Care for Others Too Much! 1
Uncovering Hidden Structure through Parallel Problem Decomposition for the Set Basis Problem: Application to Materials Discovery 4
Uncovering the Formation of Triadic Closure in Social Networks 4
Unsupervised Learning of an IS-A Taxonomy from a Limited Domain-Specific Corpus 4
Unsupervised Machine Condition Monitoring Using Segmental Hidden Markov Models 2
Unsupervised Sentiment Analysis for Social Media Images 0
User Modeling with Neural Network for Review Rating Prediction 3
Using A* for Inference in Probabilistic Classifier Chains 3
Using a Recursive Neural Network to Learn an Agent's Decision Model for Plan Recognition 3
VRCA: A Clustering Algorithm for Massive Amount of Texts 3
Verification of Generalized Inconsistency-Aware Knowledge and Action Bases 0
Verification of Knowledge-Based Programs over Description Logic Actions 0
Verifying Emergent Properties of Swarms 0
Video Covariance Matrix Logarithm for Human Action Recognition in Videos 3
Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing 5
Weakly Supervised RBM for Semantic Segmentation 4
Web Page Classification Based on Uncorrelated Semi-Supervised Intra-View and Inter-View Manifold Discriminant Feature Extraction 3
Welfare Maximization in Fractional Hedonic Games 0
What Do We Elect Committees For? A Voting Committee Model for Multi-Winner Rules 0
When Does Schwartz Conjecture Hold? 0
When Security Games Go Green: Designing Defender Strategies to Prevent Poaching and Illegal Fishing 3
Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective 3
Word-Error Correction of Continuous Speech Recognition Based on Normalized Relevance Distance 3
α-min: A Compact Approximate Solver For Finite-Horizon POMDPs 5