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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 26 /

No. 1: Twenty-Sixth AAAI Conference on Artificial Intelligence

AAAI Technical Track: AI and the Web

  • SPARQL Query Containment Under SHI Axioms

    Melisachew Wudage Chekol, Jérôme Euzenat, Pierre Genevès, Nabil Layaïda

    10

    PDF
  • A Mouse-Trajectory Based Model for Predicting Query-URL Relevance

    Song Hengjie, Ruoxue Liao, Xiangliang Zhang, Chunyan Miao, Qiang Yang

    143

    PDF
  • Predictive Mining of Comparable Entities from the Web

    Myungha Jang, Jin-woo Park, Seung-won Hwang

    66

    PDF
  • Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach

    Nozomi Nori, Danushka Bollegala, Hisashi Kashima

    115

    PDF
  • A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering

    Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu

    164

    PDF
  • Diagnosing Changes in An Ontology Stream: A DL Reasoning Approach

    Freddy Lecue

    80

    PDF
  • Social Context-Aware Trust Network Discovery in Complex Contextual Social Networks

    Guanfeng Liu, Yan Wang, Mehmet Orgun

    101

    PDF
  • Discovering Spammers in Social Networks

    Yin Zhu, Xiao Wang, Erheng Zhong, Nathan Liu, He Li, Qiang Yang

    171

    PDF
  • Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces

    Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra

    3

    PDF
  • Music-Inspired Texture Representation

    Ben Horsburgh, Susan Craw, Stewart Massie

    52

    PDF
  • Querying Linked Ontological Data through Distributed Summarization

    Achille Fokoue, Felipe Meneguzzi, Murat Sensoy, Jeff Pan

    31

    PDF
  • BabelRelate! A Joint Multilingual Approach to Computing Semantic Relatedness

    Roberto Navigli, Simone Paolo Ponzetto

    108

    PDF
  • Online Task Assignment in Crowdsourcing Markets

    Chien-Ju Ho, Jennifer Vaughan

    45

    PDF
  • Fine-Grained Entity Recognition

    Xiao Ling, Daniel Weld

    94

    PDF
  • Building Contextual Anchor Text Representation using Graph Regularization

    Na Dai

    24

    PDF
  • Dynamically Switching between Synergistic Workflows for Crowdsourcing

    Christopher Lin, Mausam Mausam, Daniel Weld

    87

    PDF
  • Quality Expectation-Variance Tradeoffs in Crowdsourcing Contests

    Xi Gao, Yoram Bachrach, Peter Key, Thore Graepel

    38

    PDF
  • Towards Automated Choreographing of Web Services Using Planning

    Guobing Zou, Yixin Chen, You Xu, Ruoyun Huang, Yang Xiang

    178

    PDF
  • Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks

    Chen Cheng, Haiqin Yang, Irwin King, Michael Lyu

    17

    PDF
  • Adaptive Polling for Information Aggregation

    Thomas Pfeiffer, Xi Gao, Yiling Chen, Andrew Mao, David Rand

    122

    PDF
  • Ontological Smoothing for Relation Extraction with Minimal Supervision

    Congle Zhang, Raphael Hoffmann, Daniel Weld

    157

    PDF
  • Predicting Disease Transmission from Geo-Tagged Micro-Blog Data

    Adam Sadilek, Henry Kautz, Vincent Silenzio

    136

    PDF
  • Improved Convergence of Iterative Ontology Alignment using Block-Coordinate Descent

    Uthayasanker Thayasivam, Prashant Doshi

    150

    PDF
  • A Convex Formulation for Learning from Crowds

    Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima

    73

    PDF
  • ET-LDA: Joint Topic Modeling for Aligning Events and their Twitter Feedback

    Yuheng Hu, Ajita John, Fei Wang, Subbarao Kambhampati

    59

    PDF
  • REWOrD: Semantic Relatedness in the Web of Data

    Giuseppe Pirró

    129

    PDF

Constraints, Satisfiability, and Search

  • Alpha-Beta Pruning for Games with Simultaneous Moves

    Abdallah Saffidine, Hilmar Finnsson, Michael Buro

    556

    PDF
  • Trap Avoidance in Local Search Using Pseudo-Conflict Learning

    Duc Pham, Thach-Thao Duong, Abdul Sattar

    542

    PDF
  • Don’t Be Strict in Local Search!

    Serge Gaspers, Eun Jung Kim, Sebastian Ordyniak, Saket Saurabh, Stefan Szeider

    486

    PDF
  • DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems

    Brammert Ottens, Christos Dimitrakakis, Boi Faltings

    528

    PDF
  • Polynomially Decomposable Global Cost Functions in Weighted Constraint Satisfaction

    Jimmy Lee, Ka Lun Leung, Yi Wu

    507

    PDF
  • A Dichotomy for 2-Constraint Forbidden CSP Patterns

    Martin Cooper, Guillaume Escamocher

    464

    PDF
  • Fast and Accurate Predictions of IDA*’s Performance

    Levi Lelis, Sandra Zilles, Robert Holte

    514

    PDF
  • Configuration Checking with Aspiration in Local Search for SAT

    Shaowei Cai, Kaile Su

    434

    PDF
  • Last-Mile Restoration for Multiple Interdependent Infrastructures

    Carleton Coffrin, Pascal Van Hentenryck, Russell Bent

    455

    PDF
  • An Efficient Higher-Order Consistency Algorithm for Table Constraints

    Anastasia Paparrizou, Kostas Stergiou

    535

    PDF
  • Solving Temporal Problems Using SMT: Weak Controllability

    Alessandro Cimatti, Andrea Micheli, Marco Roveri

    448

    PDF
  • Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching

    Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini

    427

    PDF
  • Partial-Expansion A* with Selective Node Generation

    Ariel Felner, Meir Goldenberg, Guni Sharon, Roni Stern, Tal Beja, Nathan Sturtevant, Jonathan Schaeffer, Robert Holte

    471

    PDF
  • Iterative Resource Allocation for Memory Intensive Parallel Search Algorithms on Clouds, Grids, and Shared Clusters

    Alex Fukunaga, Akihiro Kishimoto, Adi Botea

    478

    PDF
  • Conflict-Based Search For Optimal Multi-Agent Path Finding

    Guni Sharon, Roni Stern, Ariel Felner, Nathan Sturtevant

    563

    PDF
  • Non-Model-Based Search Guidance for Set Partitioning Problems

    Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann

    493

    PDF
  • Predicting Satisfiability at the Phase Transition

    Lin Xu, Holger Hoos, Kevin Leyton-Brown

    584

    PDF
  • Solving Peg Solitaire with Bidirectional BFIDA*

    Joseph Barker, Richard Korf

    420

    PDF
  • Solving Dots-And-Boxes

    Joseph Barker, Richard Korf

    414

    PDF
  • Filtering Algorithms Based on the Word-RAM Model

    Philippe Van Kessel, Claude-Guy Quimper

    577

    PDF
  • Information Set Generation in Partially Observable Games

    Mark Richards, Eyal Amir

    549

    PDF
  • From Streamlined Combinatorial Search to Efficient Constructive Procedures

    Ronan Le Bras, Carla Gomes, Bart Selman

    499

    PDF
  • Filtering Decomposable Global Cost Functions

    David Allouche, Christian Bessiere, Patrice Boizumault, Simon de Givry, Patricia Gutierrez, Samir Loudni, Jean-Philippe Métivier, Thomas Schiex

    407

    PDF
  • Two New Local Search Strategies for Minimum Vertex Cover

    Shaowei Cai, Kaile Su, Abdul Sattar

    441

    PDF
  • On the Relation of Constraint Answer Set Programming Languages and Algorithms

    Yuliya Lierler

    521

    PDF
  • MCTS Based on Simple Regret

    David Tolpin, Solomon Shimony

    570

    PDF

AAAI Technical Track: Cognitive Systems

  • A Multi-Domain Evaluation of Scaling in a General Episodic Memory

    Nate Derbinsky, Justin Li, John Laird

    193

    PDF
  • Functional Interactions Between Memory and Recognition Judgments

    Justin Li, Nate Derbinsky, John Laird

    228

    PDF
  • Discovering Constraints for Inductive Process Modeling

    Ljupco Todorovski, Will Bridewell, Pat Langley

    256

    PDF
  • Learning Qualitative Models by Demonstration

    Thomas Hinrichs, Kenneth Forbus

    207

    PDF
  • Sentic Activation: A Two-Level Affective Common Sense Reasoning Framework

    Erik Cambria, Daniel Olsher, Kenneth Kwok

    186

    PDF
  • Social Cognition: Memory Decay and Adaptive Information Filtering for Robust Information Maintenance

    David Reitter, Christian Lebiere

    242

    PDF
  • Towards a Cognitive System that Can Recognize Spatial Regions Based on Context

    Nick Hawes, Matthew Klenk, Kate Lockwood, Graham Horn, John Kelleher

    200

    PDF
  • Crossing Boundaries: Multi-Level Introspection in a Complex Robotic Architecture for Automatic Performance Improvements

    Evan Krause, Paul Schermerhorn, Matthias Scheutz

    214

    PDF
  • A Grounded Cognitive Model for Metaphor Acquisition

    Sushobhan Nayak, Amitabha Mukerjee

    235

    PDF
  • Using Expectations to Drive Cognitive Behavior

    Unmesh Kurup, Christian Lebiere, Anthony Stentz, Martial Hebert

    221

    PDF
  • Lessons Learned From a Rational Reconstruction of Minstrel

    Brandon Tearse, Peter Mawhorter, Michael Mateas, Noah Wardrip-Fruin

    249

    PDF

AAAI Technical Track: Computational Sustainability

  • Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images

    Kristian Kersting, Zhao Xu, Mirwaes Wahabzada, Christian Bauckhage, Christian Thurau, Christoph Römer, Agim Ballvora, Uwe Rascher, Jen Leon, Lutz Plümer

    302

    PDF
  • Factored Models for Multiscale Decision-Making in Smart Grid Customers

    Prashant Reddy, Manuela Veloso

    363

    PDF
  • Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning

    Akshat Kumar, Xiaojian Wu, Shlomo Zilberstein

    309

    PDF
  • Cooperative Virtual Power Plant Formation Using Scoring Rules

    Valentin Robu, Ramachandra Kota, Georgios Chalkiadakis, Alex Rogers, Nicholas Jennings

    370

    PDF
  • Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults

    Michael Osborne, Roman Garnett, Kevin Swersky, Nando de Freitas

    349

    PDF
  • MOMDPs: A Solution for Modelling Adaptive Management Problems

    Iadine Chades, Josie Carwardine, Tara Martin, Samuel Nicol, Regis Sabbadin, Olivier Buffet

    267

    PDF
  • Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks

    Neo Martinez, Perrine Tonnin, Barbara Bauer, Rosalyn Rael, Rahul Singh, Sangyuk Yoon, Ilmi Yoon, Jennifer Dunne

    326

    PDF
  • Scheduling Conservation Designs via Network Cascade Optimization

    Shan Xue, Alan Fern, Daniel Sheldon

    391

    PDF
  • An Efficient Simulation-Based Approach to Ambulance Fleet Allocation and Dynamic Redeployment

    Yisong Yue, Lavanya Marla, Ramayya Krishnan

    398

    PDF
  • Improving Hybrid Vehicle Fuel Efficiency Using Inverse Reinforcement Learning

    Adam Vogel, Deepak Ramachandran, Rakesh Gupta, Antoine Raux

    384

    PDF
  • Global Climate Model Tracking Using Geospatial Neighborhoods

    Scott McQuade, Claire Monteleoni

    335

    PDF
  • Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble

    Prithwish Chakraborty, Manish Marwah, Martin Arlitt, Naren Ramakrishnan

    274

    PDF
  • A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring

    James Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar

    281

    PDF
  • Coupling Spatiotemporal Disease Modeling with Diagnosis

    Martin Mubangizi, Caterine Ikae, Athina Spiliopoulou, John Quinn

    342

    PDF
  • Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types

    Oliver Parson, Siddhartha Ghosh, Mark Weal, Alex Rogers

    356

    PDF
  • Patrol Strategies to Maximize Pristine Forest Area

    Matthew Johnson, Fei Fang, Milind Tambe

    295

    PDF
  • Sensing the Air We Breathe — The OpenSense Zurich Dataset

    Jason Jingshi Li, Boi Faltings, Olga Saukh, David Hasenfratz, Jan Beutel

    323

    PDF
  • An Intelligent Battery Controller Using Bias-Corrected Q-learning

    Donghun Lee, Warren Powell

    316

    PDF
  • Learning Non-Stationary Space-Time Models for Environmental Monitoring

    Sahil Garg, Amarjeet Singh, Fabio Ramos

    288

    PDF
  • Robust Cuts Over Time: Combatting the Spread of Invasive Species with Unreliable Biological Control

    Gwen Spencer

    377

    PDF
  • The Automated Vacuum Waste Collection Optimization Problem

    Ramón Béjar, César Fernández, Carles Mateu, Felip Manyà, Francina Sole-Mauri, David Vidal

    264

    PDF

Doctoral Consortium

  • Large-Scale Mapping and Navigation in VirtualWorlds: Thesis Summary

    Katrina Samperi

    2406

    PDF
  • Acquiring Domain Specific Knowledge and Coreference Cues for Coreference Resolution

    Nathan Gilbert

    2390

    PDF
  • Planning Under Time Pressure

    Ethan Burns

    2382

    PDF
  • Learning Actions and Action Verbs from Human-Agent Interaction

    Shiwali Mohan

    2396

    PDF
  • Abductive Metareasoning for Truth-Seeking Agents

    Joshua Eckroth

    2388

    PDF
  • Dynamic Multiagent Resource Allocation: Integrating Auctions and MDPs for Real-Time Decisions

    Hadi Hosseini

    2394

    PDF
  • Generalizing and Executing Plans

    Christian Muise

    2398

    PDF
  • Enriching Chatter Bots With Semantic Conversation Control

    Chayan Chakrabarti

    2384

    PDF
  • Effects of Representation on Solving Complex Spatial-Temporal Problems

    Baylor Wetzel

    2408

    PDF
  • Complex Task Learning from Unstructured Demonstrations

    Scott Niekum

    2402

    PDF
  • A Multi-Agent Control Architecture for a Rescue Robot

    Adam Haber

    2392

    PDF
  • Solution Diversity in Planning

    Alexandra Coman

    2386

    PDF
  • Iterative Voting under Uncertainty for Group Recommender Systems (Research Abstract)

    Lihi Naamani-Dery

    2400

    PDF
  • Capabilities in Heterogeneous Multi-Robot Systems

    Jennifer Buehler

    2380

    PDF
  • Building Collaborative Strategies via Imitation

    Saleha Raza

    2404

    PDF

Knowledge-Based Information Systems

  • Double-Bit Quantization for Hashing

    Weihao Kong, Wu-Jun Li

    634

    PDF
  • On Completeness Classes for Query Evaluation on Linked Data

    Andreas Harth, Sebastian Speiser

    613

    PDF
  • Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization

    Feiping Nie, Heng Huang, Chris Ding

    655

    PDF
  • Improving Twitter Retrieval by Exploiting Structural Information

    Zhunchen Luo, Miles Osborne, Saša Petrovic ́, Ting Wang

    648

    PDF
  • Transfer Learning in Collaborative Filtering with Uncertain Ratings

    Weike Pan, Evan Xiang, Qiang Yang

    662

    PDF
  • Modeling the Evolution of Knowledge in Learning Systems

    Abhishek Sharma, Kenneth Forbus

    669

    PDF
  • Random Projection with Filtering for Nearly Duplicate Search

    Yue Lin, Rong Jin, Deng Cai, Xiaofei He

    641

    PDF
  • Document Summarization Based on Data Reconstruction

    Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He

    620

    PDF
  • Content Recommendation for Attention Management in Unified Social Messaging

    Hongxia Jin

    627

    PDF
  • A Sequential Decision Approach to Ordinal Preferences in Recommender Systems

    Truyen Tran, Dinh Phung, Svetha Venkatesh

    676

    PDF
  • Choosing Linguistics over Vision to Describe Images

    Ankush Gupta, Yashaswi Verma, C. Jawahar

    606

    PDF
  • Time-Critical Influence Maximization in Social Networks with Time-Delayed Diffusion Process

    Wei Chen, Wei Lu, Ning Zhang

    591

    PDF
  • Table Header Detection and Classification

    Jing Fang, Prasenjit Mitra, Zhi Tang, C. Lee Giles

    599

    PDF
  • Generating Pictorial Storylines Via Minimum-Weight Connected Dominating Set Approximation in Multi-View Graphs

    Dingding Wang, Tao Li, Mitsunori Ogihara

    683

    PDF

AAAI Technical Track: Knowledge Representation and Reasoning

  • Synthesizing Strategies for Epistemic Goals by Epistemic Model Checking: An Application to Pursuit Evasion Games

    Xiaowei Huang, Ron van der Meyden

    772

    PDF
  • Reformulating Temporal Action Logics in Answer Set Programming

    Joohyung Lee, Ravi Palla

    786

    PDF
  • A First-Order Interpreter for Knowledge-Based Golog with Sensing based on Exact Progression and Limited Reasoning

    Yi Fan, Minghui Cai, Naiqi Li, Yongmei Liu

    734

    PDF
  • Exploring the Duality in Conflict-Directed Model-Based Diagnosis

    Roni Stern, Meir Kalech, Alexander Feldman, Gregory Provan

    828

    PDF
  • Transportability of Causal Effects: Completeness Results

    Elias Bareinboim, Judea Pearl

    698

    PDF
  • FLP Semantics Without Circular Justifications for General Logic Programs

    Yi-Dong Shen, Kewen Wang

    821

    PDF
  • Far Out: Predicting Long-Term Human Mobility

    Adam Sadilek, John Krumm

    814

    PDF
  • A Well-Founded Semantics for Basic Logic Programs with Arbitrary Abstract Constraint Atoms

    Yisong Wang, Fangzhen Lin, Mingyi Zhang, Jia-Huai You

    835

    PDF
  • Probabilistic Alternating-Time Temporal Logic of Incomplete Information and Synchronous Perfect Recall

    Xiaowei Huang, Kaile Su, Chenyi Zhang

    765

    PDF
  • Benchmarking Ontology-Based Query Rewriting Systems

    Martha Imprialou, Giorgos Stoilos, Bernardo Cuenca Grau

    779

    PDF
  • Ordered Completion for Logic Programs with Aggregates

    Vernon Asuncion, Yan Zhang, Yi Zhou

    691

    PDF
  • On Finding Optimal Polytrees

    Serge Gaspers, Mikko Koivisto, Mathieu Liedloff, Sebastian Ordyniak, Stefan Szeider

    750

    PDF
  • On the Complexity of Consistent Query Answering in the Presence of Simple Ontologies

    Meghyn Bienvenu

    705

    PDF
  • Query Rewriting for Horn-SHIQ Plus Rules

    Thomas Eiter, Magdalena Ortiz, Mantas Simkus, Trung-Kien Tran, Guohui Xiao

    726

    PDF
  • Basing Decisions on Sentences in Decision Diagrams

    Yexiang Xue, Arthur Choi, Adnan Darwiche

    842

    PDF
  • Concept-Based Approach to Word-Sense Disambiguation

    Ariel Raviv, Shaul Markovitch

    807

    PDF
  • Compiling Model-Based Diagnosis to Boolean Satisfaction

    Amit Metodi, Roni Stern, Meir Kalech, Mike Codish

    793

    PDF
  • Ontology-Based Data Access with Dynamic TBoxes in DL-Lite

    Floriana Di Pinto, Giuseppe De Giacomo, Maurizio Lenzerini, Riccardo Rosati

    719

    PDF
  • The Parameterized Complexity of Abduction

    Michael Fellows, Andreas Pfandler, Frances Rosamond, Stefan Rümmele

    743

    PDF
  • Conflict-Based Belief Revision Operators in Possibilistic Logic

    Guilin Qi, Kewen Wang

    800

    PDF
  • Symbolic Synthesis of Observability Requirements for Diagnosability

    Benjamin Bittner, Marco Bozzano, Alessandro Cimatti, Xavier Olive

    712

    PDF
  • Equality-Friendly Well-Founded Semantics and Applications to Description Logics

    Georg Gottlob, André Hernich, Clemens Kupke, Thomas Lukasiewicz

    757

    PDF

AAAI Technical Track: Multiagent Systems

  • The Deployment-to-Saturation Ratio in Security Games

    Manish Jain, Kevin Leyton-Brown, Milind Tambe

    1362

    PDF
  • Finding Optimal Abstract Strategies in Extensive-Form Games

    Michael Johanson, Nolan Bard, Neil Burch, Michael Bowling

    1371

    PDF
  • Approximately Revenue-Maximizing Auctions for Deliberative Agents

    L. Celis, Anna Karlin, Kevin Leyton-Brown, C. Nguyen, David Thompson

    1313

    PDF
  • A Multivariate Complexity Analysis of Lobbying in Multiple Referenda

    Robert Bredereck, Jiehua Chen, Sepp Hartung, Rolf Niedermeier, Ondřej Suchý, Stefan Kratsch

    1292

    PDF
  • Security Games for Controlling Contagion

    Jason Tsai, Thanh Nguyen, Milind Tambe

    1464

    PDF
  • The Price of Neutrality for the Ranked Pairs Method

    Markus Brill, Felix Fischer

    1299

    PDF
  • Decision Support for Agent Populations in Uncertain and Congested Environments

    Pradeep Varakantham, Shih-Fen Cheng, Geoff Gordon, Asrar Ahmed

    1471

    PDF
  • Dynamic Matching via Weighted Myopia with Application to Kidney Exchange

    John Dickerson, Ariel Procaccia, Tuomas Sandholm

    1340

    PDF
  • Influence-Based Abstraction for Multiagent Systems

    Frans Oliehoek, Stefan Witwicki, Leslie Kaelbling

    1422

    PDF
  • Eliminating the Weakest Link: Making Manipulation Intractable?

    Jessica Davies, Nina Narodytska, Toby Walsh

    1333

    PDF
  • Stability Via Convexity and LP Duality in OCF Games

    Yair Zick, Evangelos Markakis, Edith Elkind

    1506

    PDF
  • Possible Winners in Noisy Elections

    Krzysztof Wojtas, Piotr Faliszewski

    1499

    PDF
  • Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication

    Frans Oliehoek, Matthijs Spaan

    1415

    PDF
  • A Complexity-of-Strategic-Behavior Comparison between Schulze’s Rule and Ranked Pairs

    David Parkes, Lirong Xia

    1429

    PDF
  • Competing with Humans at Fantasy Football: Team Formation in Large Partially-Observable Domains

    Tim Matthews, Sarvapali Ramchurn, Georgios Chalkiadakis

    1394

    PDF
  • Optimizing Payments in Dominant-Strategy Mechanisms for Multi-Parameter Domains

    Lachlan Dufton, Victor Naroditskiy, Maria Polukarov, Nicholas Jennings

    1347

    PDF
  • Sample Bounded Distributed Reinforcement Learning for Decentralized POMDPs

    Bikramjit Banerjee, Jeremy Lyle, Landon Kraemer, Rajesh Yellamraju

    1256

    PDF
  • A Robust Bayesian Truth Serum for Small Populations

    Jens Witkowski, David Parkes

    1492

    PDF
  • Fairness and Welfare Through Redistribution When Utility Is Transferable

    Ruggiero Cavallo

    1306

    PDF
  • Bayes-Adaptive Interactive POMDPs

    Brenda Ng, Kofi Boakye, Carol Meyers, Andrew Wang

    1408

    PDF
  • A Hybrid Algorithm for Coalition Structure Generation

    Talal Rahwan, Tomasz Michalak, Nicholas Jennings

    1443

    PDF
  • Computing Optimal Strategies to Commit to in Stochastic Games

    Joshua Letchford, Liam MacDermed, Vincent Conitzer, Ronald Parr, Charles Isbell

    1380

    PDF
  • Evaluating Resistance to False-Name Manipulations in Elections

    Bo Waggoner, Lirong Xia, Vincent Conitzer

    1485

    PDF
  • Symmetric Subgame Perfect Equilibria in Resource Allocation

    Ludek Cigler, Boi Faltings

    1326

    PDF
  • Optimal Auctions for Spiteful Bidders

    Pingzhong Tang, Tuomas Sandholm

    1457

    PDF
  • Computing Stackelberg Equilibria in Discounted Stochastic Games

    Yevgeniy Vorobeychik, Satinder Singh

    1478

    PDF
  • Security Games with Limited Surveillance

    Bo An, David Kempe, Christopher Kiekintveld, Eric Shieh, Satinder Singh, Milind Tambe, Yevgeniy Vorobeychik

    1241

    PDF
  • On Maxsum Fair Cake Divisions

    Steven Brams, Michal Feldman, John Lai, Jamie Morgenstern, Ariel Procaccia

    1285

    PDF
  • Computing Equilibria with Two-Player Zero-Sum Continuous Stochastic Games with Switching Controller

    Guido Bonomi, Nicola Gatti, Fabio Panozzo, Marcello Restelli

    1270

    PDF
  • A Dynamic Rationalization of Distance Rationalizability

    Craig Boutilier, Ariel Procaccia

    1278

    PDF
  • Housing Markets with Indifferences: A Tale of Two Mechanisms

    Haris Aziz, Bart de Keijzer

    1249

    PDF
  • Generalized Sampling and Variance in Counterfactual Regret Minimization

    Richard Gibson, Marc Lanctot, Neil Burch, Duane Szafron, Michael Bowling

    1355

    PDF
  • Computing the Nucleolus of Matching, Cover and Clique Games

    Ning Chen, Pinyan Lu, Hongyang Zhang

    1319

    PDF
  • Optimal Proportional Cake Cutting with Connected Pieces

    Xiaohui Bei, Ning Chen, Xia Hua, Biaoshuai Tao, Endong Yang

    1263

    PDF
  • Congestion Games with Agent Failures

    Reshef Meir, Moshe Tennenholtz, Yoram Bachrach, Peter Key

    1401

    PDF
  • Negotiation in Exploration-Based Environment

    Israel Sofer, David Sarne, Avinatan Hassidim

    1450

    PDF
  • A Scalable Message-Passing Algorithm for Supply Chain Formation

    Toni Penya-Alba, Meritxell Vinyals, Jesus Cerquides, Juan Rodriguez-Aguilar

    1436

    PDF
  • Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League

    Patrick Lucey, Alina Bialkowski, Peter Carr, Eric Foote, Iain Matthews

    1387

    PDF

AAAI Technical Track: Machine Learning

  • Topic Correlation Analysis for Cross-Domain Text Classification

    Lianghao Li, Xiaoming Jin, Mingsheng Long

    998

    PDF
  • Hierarchical Double Dirichlet Process Mixture of Gaussian Processes

    Aditya Tayal, Pascal Poupart, Yuying Li

    1126

    PDF
  • Learning from Demonstration for Goal-Driven Autonomy

    Ben Weber, Michael Mateas, Arnav Jhala

    1176

    PDF
  • Learning Games from Videos Guided by Descriptive Complexity

    Lukasz Kaiser

    963

    PDF
  • Context Tree Maximizing

    Phuong Nguyen, Peter Sunehag, Marcus Hutter

    1075

    PDF
  • Adaptive Step-Size for Online Temporal Difference Learning

    William Dabney, Andrew Barto

    872

    PDF
  • Convex Kernelized Sorting

    Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic

    893

    PDF
  • Sparse Principal Component Analysis with Constraints

    Mihajlo Grbovic, Christopher Dance, Slobodan Vucetic

    935

    PDF
  • Markov Network Structure Learning: A Randomized Feature Generation Approach

    Jan Van Haaren, Jesse Davis

    1148

    PDF
  • Design and Optimization of an Omnidirectional Humanoid Walk: A Winning Approach at the RoboCup 2011 3D Simulation Competition

    Patrick MacAlpine, Samuel Barrett, Daniel Urieli, Victor Vu, Peter Stone

    1047

    PDF
  • Counting-MLNs: Learning Relational Structure for Decision Making

    Aniruddh Nath, Matthew Richardson

    1068

    PDF
  • Approximate Policy Iteration with Linear Action Models

    Hengshuai Yao, Csaba Szepesvari

    1212

    PDF
  • A Spin-Glass Model for Semi-Supervised Community Detection

    Eric Eaton, Rachael Mansbach

    900

    PDF
  • Investigating Contingency Awareness Using Atari 2600 Games

    Marc Bellemare, Joel Veness, Michael Bowling

    864

    PDF
  • Multi-Label Learning on Tensor Product Graph

    Jonathan Jiang

    956

    PDF
  • Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching

    Pucktada Treeratpituk, C. Lee Giles

    1141

    PDF
  • Towards Population Scale Activity Recognition: A Framework for Handling Data Diversity

    Saeed Abdullah, Nicholas Lane, Tanzeem Choudhury

    851

    PDF
  • Clustering Documents Along Multiple Dimensions

    Sajib Dasgupta, Richard Golden, Vincent Ng

    879

    PDF
  • A Bayesian Approach to the Data Description Problem

    Alireza Ghasemi, Hamid R. Rabiee, Mohammad Taghi Manzuri, Mohammad Hossein Rohban

    907

    PDF
  • Transfer Learning with Graph Co-Regularization

    Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang Yang

    1033

    PDF
  • Unsupervised Feature Selection Using Nonnegative Spectral Analysis

    Zechao Li, Yi Yang, Jing Liu, Xiaofang Zhou, Hanqing Lu

    1026

    PDF
  • Pairwise Exemplar Clustering

    Yingzhen Yang, Xinqi Chu, Feng Liang, Thomas Huang

    1204

    PDF
  • Semi-Supervised Kernel Matching for Domain Adaptation

    Min Xiao, Yuhong Guo

    1183

    PDF
  • Learning SVM Classifiers with Indefinite Kernels

    Suicheng Gu, Yuhong Guo

    942

    PDF
  • Kernel-Based Reinforcement Learning on Representative States

    Branislav Kveton, Georgios Theocharous

    977

    PDF
  • Learning Behavior Models for Hybrid Timed Systems

    Oliver Niggemann, Benno Stein, Asmir Vodencarevic, Alexander Maier, Hans Kleine Büning

    1083

    PDF
  • Investigating the Effectiveness of Laplacian-Based Kernels in Hub Reduction

    Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, Yuji Matsumoto, Marco Saerens

    1112

    PDF
  • Convex Matching Pursuit for Large-Scale Sparse Coding and Subset Selection

    Mingkui Tan, Ivor Tsang, Li Wang, Xinming Zhang

    1119

    PDF
  • Margin-Based Feature Selection in Incomplete Data

    Qiang Lou, Zoran Obradovic

    1040

    PDF
  • Online Kernel Selection: Algorithms and Evaluations

    Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Jinfeng Yi, Steven Hoi

    1197

    PDF
  • Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression

    Lijun Zhang, Rong Jin, Chun Chen, Jiajun Bu, Xiaofei He

    1219

    PDF
  • Supervised Probabilistic Robust Embedding with Sparse Noise

    Yu Zhang, Dit-Yan Yeung, Eric Xing

    1226

    PDF
  • Leveraging Domain Knowledge in Multitask Bayesian Network Structure Learning

    Diane Oyen, Terran Lane

    1091

    PDF
  • Compressed Least-Squares Regression on Sparse Spaces

    Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau, Doina Precup

    1054

    PDF
  • Conservative and Greedy Approaches to Classification-Based Policy Iteration

    Mohammad Ghavamzadeh, Alessandro Lazaric

    914

    PDF
  • Learning the Kernel Matrix with Low-Rank Multiplicative Shaping

    Tomer Levinboim, Fei Sha

    984

    PDF
  • Discriminative Clustering via Generative Feature Mapping

    Liwei Wang, Xiong Li, Zhuowen Tu, Jiaya Jia

    1162

    PDF
  • Sparse Probabilistic Relational Projection

    Wu-Jun Li, Dit-Yan Yeung

    1005

    PDF
  • A Parameterized Runtime Analysis of Evolutionary Algorithms for the Euclidean Traveling Salesperson Problem

    Andrew Sutton, Frank Neumann

    1105

    PDF
  • Ensemble Feature Weighting Based on Local Learning and Diversity

    Yun Li, Suyan Gao, Songcan Chen

    1019

    PDF
  • Probabilistic Models for Common Spatial Patterns: Parameter-Expanded EM and Variational Bayes

    Hyohyeong Kang, Seungjin Choi

    970

    PDF
  • A Bregman Divergence Optimization Framework for Ranking on Data Manifold and Its New Extensions

    Bin Xu, Jiajun Bu, Chun Chen, Deng Cai

    1190

    PDF
  • Teaching Machines to Learn by Metaphors

    Omer Levy, Shaul Markovitch

    991

    PDF
  • Sequence Labeling with Non-Negative Weighted Higher Order Features

    Xian Qian, Yang Liu

    1098

    PDF
  • Knapsack Based Optimal Policies for Budget–Limited Multi–Armed Bandits

    Long Tran-Thanh, Archie Chapman, Alex Rogers, Nicholas Jennings

    1134

    PDF
  • Manifold Warping: Manifold Alignment over Time

    Hoa Vu, Clifton Carey, Sridhar Mahadevan

    1155

    PDF
  • Weighted Clustering

    Margareta Ackerman, Shai Ben-David, Simina Brânzei, David Loker

    858

    PDF
  • Hierarchical Modeling with Tensor Inputs

    Yada Zhu, Jingrui He, Rick Lawrence

    1233

    PDF
  • Rule Ensemble Learning Using Hierarchical Kernels in Structured Output Spaces

    Naveen Nair, Amrita Saha, Ganesh Ramakrishnan, Shonali Krishnaswamy

    1061

    PDF
  • Towards Discovering What Patterns Trigger What Labels

    Yu-Feng Li, Ju-Hua Hu, Yuang Jiang, Zhi-Hua Zhou

    1012

    PDF
  • TD-DeltaPi: A Model-Free Algorithm for Efficient Exploration

    Bruno da Silva, Andrew Barto

    886

    PDF
  • Multi-Label Learning by Exploiting Label Correlations Locally

    Sheng-Jun Huang, Zhi-Hua Zhou

    949

    PDF
  • Classification of Sparse Time Series via Supervised Matrix Factorization

    Josif Grabocka, Alexandros Nanopoulos, Lars Schmidt-Thieme

    929

    PDF
  • Efficient Multi-Stage Conjugate Gradient for Trust Region Step

    Pinghua Gong, Changshui Zhang

    921

    PDF
  • Colorization by Matrix Completion

    Shusen Wang, Zhihua Zhang

    1169

    PDF

Multidisciplinary Topics

  • Unsupervised Detection of Music Boundaries by Time Series Structure Features

    Joan Serrà, Meinard Müller, Peter Grosche, Josep Lluis Arcos

    1613

    PDF
  • Agent-Human Coordination with Communication Costs Under Uncertainty

    Asaf Frieder, Raz Lin, Sarit Kraus

    1557

    PDF
  • Generalized Monte-Carlo Tree Search Extensions for General Game Playing

    Hilmar Finnsson

    1550

    PDF
  • Construction of New Medicines via Game Proof Search

    Abraham Heifets, Igor Jurisica

    1564

    PDF
  • Identifying Adverse Drug Events by Relational Learning

    David Page, Vitor Santos Costa, Sriraam Natarajan, Aubrey Barnard, Peggy Peissig, Michael Caldwell

    1599

    PDF
  • Algorithmic and Human Teaching of Sequential Decision Tasks

    Maya Cakmak, Manuel Lopes

    1536

    PDF
  • An Object-Based Bayesian Framework for Top-Down Visual Attention

    Ali Borji, Dicky Sihite, Laurent Itti

    1529

    PDF
  • HyperPlay: A Solution to General Game Playing with Imperfect Information

    Michael Schofield, Timothy Cerexhe, Michael Thielscher

    1606

    PDF
  • Automated Strategies for Determining Rewards for Human Work

    Amos Azaria, Yonatan Aumann, Sarit Kraus

    1514

    PDF
  • Heart Rate Topic Models

    Alexander Van Esbroeck, Chih-Chun Chia, Zeeshan Syed

    1635

    PDF
  • Strategic Advice Provision in Repeated Human-Agent Interactions

    Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia Goldman, Ya'akov Gal

    1522

    PDF
  • Performance and Preferences: Interactive Refinement of Machine Learning Procedures

    Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz

    1578

    PDF
  • Automatically Generating Algebra Problems

    Rohit Singh, Sumit Gulwani, Sriram Rajamani

    1620

    PDF
  • Identifying Bullies with a Computer Game

    Juan Mancilla-Caceres, Wen Pu, Eyal Amir, Dorothy Espelage

    1592

    PDF
  • Three Controversial Hypotheses Concerning Computation in the Primate Cortex

    Thomas Dean, Greg Corrado, Jonathon Shlens

    1543

    PDF
  • Learning to Learn: Algorithmic Inspirations from Human Problem Solving

    Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz

    1571

    PDF
  • Cruising with a Battery-Powered Vehicle and Not Getting Stranded

    Sabine Storandt, Stefan Funke

    1628

    PDF
  • Visual Saliency Map from Tensor Analysis

    Bing Li, Weihua Xiong, Weiming Hu

    1585

    PDF

AAAI Technical Track: Natural Language Processing

  • Similarity Is Not Entailment — Jointly Learning Similarity Transformation for Textual Entailment

    Ken-ichi Yokote, Danushka Bollegala, Mitsuru Ishizuka

    1720

    PDF
  • Collective Nominal Semantic Role Labeling for Tweets

    Xiaohua Liu, Zhongyang Fu, Furu Wei, Ming Zhou

    1685

    PDF
  • Sembler: Ensembling Crowd Sequential Labeling for Improved Quality

    Xian Wu, Wei Fan, Yong Yu

    1713

    PDF
  • Exacting Social Events for Tweets Using a Factor Graph

    Xiaohua Liu, Xiangyang Zhou, Zhongyang Fu, Furu Wei, Ming Zhou

    1692

    PDF
  • Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning

    Yan Liu, Sheng-hua Zhong, Wenjie Li

    1699

    PDF
  • Emoticon Smoothed Language Models for Twitter Sentiment Analysis

    Kun-Lin Liu, Wu-Jun Li, Minyi Guo

    1678

    PDF
  • Sense Sentiment Similarity: An Analysis

    Mitra Mohtarami, Hadi Amiri, Man Lan, Thanh Phu Tran, Chew Lim Tan

    1706

    PDF
  • Simple Robust Grammar Induction with Combinatory Categorial Grammars

    Yonatan Bisk, Julia Hockenmaier

    1643

    PDF
  • Modeling Textual Cohesion for Event Extraction

    Ruihong Huang, Ellen Riloff

    1664

    PDF
  • Generating Chinese Classical Poems with Statistical Machine Translation Models

    Jing He, Ming Zhou, Long Jiang

    1650

    PDF
  • Generating Coherent Summaries with Textual Aspects

    Renxian Zhang, Wenjie Li, Dehong Gao

    1727

    PDF
  • Opinion Target Extraction Using a Shallow Semantic Parsing Framework

    Shoushan Li, Rongyang Wang, Guodong Zhou

    1671

    PDF
  • Using First-Order Logic to Compress Sentences

    Minlie Huang, Xing Shi, Feng Jin, Xiaoyan Zhu

    1657

    PDF

Reasoning about Plans, Processes and Actions

  • A Distributed Approach to Summarizing Spaces of Multiagent Schedules

    James Boerkoel Jr., Edmund Durfee

    1742

    PDF
  • Action Selection for MDPs: Anytime AO* Versus UCT

    Blai Bonet, Hector Geffner

    1749

    PDF
  • Incremental Management of Oversubscribed Vehicle Schedules in Dynamic Dial-A-Ride Problems

    Zachary Rubinstein, Stephen Smith, Laura Barbulescu

    1809

    PDF
  • Efficient Approximate Value Iteration for Continuous Gaussian POMDPs

    Jur van den Berg, Sachin Patil, Ron Alterovitz

    1832

    PDF
  • Symbolic Dynamic Programming for Continuous State and Action MDPs

    Zahra Zamani, Scott Sanner, Cheng Fang

    1839

    PDF
  • MAXSAT Heuristics for Cost Optimal Planning

    Lei Zhang, Fahiem Bacchus

    1846

    PDF
  • Structural Patterns Beyond Forks: Extending the Complexity Boundaries of Classical Planning

    Michael Katz, Emil Keyder

    1779

    PDF
  • The Linear Distance Traveling Tournament Problem

    Richard Hoshino, Ken-ichi Kawarabayashi

    1770

    PDF
  • LRTDP Versus UCT for Online Probabilistic Planning

    Andrey Kolobov, . Mausam, Daniel Weld

    1786

    PDF
  • Evaluating Temporal Plans in Incomplete Domains

    Daniel Morwood, Daniel Bryce

    1793

    PDF
  • Covering Number as a Complexity Measure for POMDP Planning and Learning

    Zongzhang Zhang, Michael Littman, Xiaoping Chen

    1853

    PDF
  • The Complexity of Planning Revisited — A Parameterized Analysis

    Christer Bäckström, Yue Chen, Peter Jonsson, Sebastian Ordyniak, Stefan Szeider

    1735

    PDF
  • POMDPs Make Better Hackers: Accounting for Uncertainty in Penetration Testing

    Carlos Sarraute, Olivier Buffet, Jörg Hoffmann

    1816

    PDF
  • Planning in Factored Action Spaces with Symbolic Dynamic Programming

    Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon

    1802

    PDF
  • Improving Hierarchical Planning Performance by the Use of Landmarks

    Mohamed Elkawkagy, Pascal Bercher, Bernd Schattenberg, Susanne Biundo

    1763

    PDF
  • Stochastic Safest and Shortest Path Problems

    Florent Teichteil-Königsbuch

    1825

    PDF
  • Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning

    Blai Bonet, Hector Geffner

    1756

    PDF

Robotics

  • Model Learning and Real-Time Tracking Using Multi-Resolution Surfel Maps

    Jörg Stückler, Sven Behnke

    2081

    PDF
  • Mirror Perspective-Taking with a Humanoid Robot

    Justin Hart, Brian Scassellati

    1990

    PDF
  • Visibility Induction for Discretized Pursuit-Evasion Games

    Ahmed Abdelrazek, Hazem El-Alfy

    1976

    PDF
  • Repeated Sequential Auctions with Dynamic Task Clusters

    Bradford Heap, Maurice Pagnucco

    1997

    PDF
  • Catch Me If You Can: Pursuit and Capture in Polygonal Environments with Obstacles

    Kyle Klein, Subhash Suri

    2010

    PDF
  • Bayesian Unification of Sound Source Localization and Separation with Permutation Resolution

    Takuma Otsuka, Katsuhiko Ishiguro, Hiroshi Sawada, Hiroshi Okuno

    2038

    PDF
  • Occupancy Grid Models for Robot Mapping in Changing Environments

    Daniel Meyer-Delius, Maximilian Beinhofer, Wolfram Burgard

    2024

    PDF
  • Parsing Outdoor Scenes from Streamed 3D Laser Data Using Online Clustering and Incremental Belief Updates

    Rudolph Triebel, Rohan Paul, Daniela Rus, Paul Newman

    2088

    PDF
  • Automatic Targetless Extrinsic Calibration of a 3D Lidar and Camera by Maximizing Mutual Information

    Gaurav Pandey, James McBride, Silvio Savarese, Ryan Eustice

    2053

    PDF
  • Coordinated Multi-Robot Exploration Under Communication Constraints Using Decentralized Markov Decision Processes

    Laetitia Matignon, Laurent Jeanpierre, Abdel-Illah Mouaddib

    2017

    PDF
  • Visual Saliency Estimation through Manifold Learning

    Richard Jiang, Danny Crookes

    2003

    PDF
  • Searching for Optimal Off-Line Exploration Paths in Grid Environments for a Robot with Limited Visibility

    Alberto Quattrini Li, Francesco Amigoni, Nicola Basilico

    2060

    PDF
  • Efficient Optimization of Control Libraries

    Debadeepta Dey, Tian Liu, Boris Sofman, James Bagnell

    1983

    PDF
  • Symmetric Rendezvous in Planar Environments With and Without Obstacles

    Deniz Ozsoyeller, Volkan Isler, Andrew Beveridge

    2046

    PDF
  • Improving Request Compliance through Robot Affect

    Lilia Moshkina

    2031

    PDF
  • Using the Web to Interactively Learn to Find Objects

    Mehdi Samadi, Thomas Kollar, Manuela Veloso

    2074

    PDF
  • Mobile Robot Planning to Seek Help with Spatially-Situated Tasks

    Stephanie Rosenthal, Manuela Veloso

    2067

    PDF

Reasoning Under Uncertainty

  • A Multi-Path Compilation Approach to Contingent Planning

    Ronen Brafman, Guy Shani

    1868

    PDF
  • Time-Consistency of Optimization Problems

    Takayuki Osogami, Tetsuro Morimura

    1945

    PDF
  • Belief Functions on Distributive Lattices

    Chunlai Zhou

    1968

    PDF
  • Lifted MEU by Weighted Model Counting

    Udi Apsel, Ronen Brafman

    1861

    PDF
  • Modeling Context Aware Dynamic Trust Using Hidden Markov Model

    Xin Liu, Anwitaman Datta

    1938

    PDF
  • Approximating the Sum Operation for Marginal-MAP Inference

    Qiang Cheng, Feng Chen, Jianwu Dong, Wenli Xu, Alexander Ihler

    1882

    PDF
  • A Search Algorithm for Latent Variable Models with Unbounded Domains

    Michael Chiang, David Poole

    1888

    PDF
  • A Tractable First-Order Probabilistic Logic

    Pedro Domingos, William Webb

    1902

    PDF
  • Advances in Lifted Importance Sampling

    Vibhav Gogate, Abhay Jha, Deepak Venugopal

    1910

    PDF
  • Using Sliding Windows to Generate Action Abstractions in Extensive-Form Games

    John Hawkin, Robert Holte, Duane Szafron

    1924

    PDF
  • Sequential Decision Making with Rank Dependent Utility: A Minimax Regret Approach

    Gildas Jeantet, Patrice Perny, Olivier Spanjaard

    1931

    PDF
  • Exact Lifted Inference with Distinct Soft Evidence on Every Object

    Hung Bui, Tuyen Huynh, Rodrigo de Salvo Braz

    1875

    PDF
  • I’m Doing as Well as I Can: Modeling People as Rational Finite Automata

    Joe Halpern, Rafael Pass, Lior Seeman

    1917

    PDF
  • Conditioning in First-Order Knowledge Compilation and Lifted Probabilistic Inference

    Guy Van den Broeck, Jesse Davis

    1961

    PDF
  • Symbolic Variable Elimination for Discrete and Continuous Graphical Models

    Scott Sanner, Ehsan Abbasnejad

    1954

    PDF
  • Search Algorithms for m Best Solutions for Graphical Models

    Rina Dechter, Natalia Flerova, Radu Marinescu

    1895

    PDF

Student Abstract Track

  • A Market-Based Coordination Mechanism for Resource Planning Under Uncertainty

    Hadi Hosseini, Jesse Hoey, Robin Cohen

    2427

    PDF
  • A Testbed for Learning by Demonstration from Natural Language and RGB-Depth Video

    Young Chol Song, Henry Kautz

    2457

    PDF
  • Failure Handling In a Planning Framework

    Sertac Karapinar, Sanem Sariel-Talay

    2431

    PDF
  • Recommending Related Microblogs: A Comparison Between Topic and WordNet based Approaches

    Xing Chen, Lin Li, Guandong Xu, Zhenglu Yang, Masaru Kitsuregawa

    2417

    PDF
  • Frugal Coordinate Descent for Large-Scale NNLS

    Vamsi Potluru

    2451

    PDF
  • Estimation of Suitable Action to Realize Given Novel Effect with Given Tool Using Bayesian Tool Affordances

    Raghvendra Jain, Tetsunari Inamura

    2429

    PDF
  • Strategic Advice Provision in Repeated Human-Agent Interactions (Abstract)

    Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia Goldman, Ya'akov Gal

    2411

    PDF
  • Learning Transformation Rules by Examples

    Bo Wu, Pedro Szekely, Craig Knoblock

    2459

    PDF
  • A Theoretical Framework of the Graph Shift Algorithm

    Xuhui Fan, Longbing Cao

    2419

    PDF
  • CCE: A Coupled Framework of Clustering Ensembles

    Zhong She, Can Wang, Longbing Cao

    2455

    PDF
  • Improving Convergence of CMA-ES Through Structure-Driven Discrete Recombination

    Tim Brys, Ann Nowé

    2415

    PDF
  • Matching State-Based Sequences with Rich Temporal Aspects

    Aihua Zheng, Jixin Ma, Jin Tang, Bin Luo

    2463

    PDF
  • Combining Probabilistic Planning and Logic Programming on Mobile Robots

    Shiqi Zhang, Forrest Bao, Mohan Sridharan

    2461

    PDF
  • Large Scale Temporal RDFS Reasoning Using MapReduce

    Chang Liu, Guilin Qi, Yong Yu

    2441

    PDF
  • An Investigation of Sensitivity on Bagging Predictors: An Empirical Approach

    Guohua Liang

    2439

    PDF
  • Threats and Trade-Offs in Resource Critical Crowdsourcing Tasks Over Networks

    Swaprava Nath, Pankaj Dayama, Dinesh Garg, Y. Narahari, James Zou

    2447

    PDF
  • Active Learning from Oracle with Knowledge Blind Spot

    Meng Fang, Xingquan Zhu, Chengqi Zhang

    2421

    PDF
  • Real-Time Collaborative Planning with the Crowd

    Walter Lasecki, Jeffrey Bigham, James Allen, George Ferguson

    2435

    PDF
  • Online Sequence Alignment for Real-Time Audio Transcription by Non-Experts

    Walter Lasecki, Christopher Miller, Donato Borrello, Jeffrey Bigham

    2437

    PDF
  • A Bucket Elimination Approach for Determining Strong Controllability of Temporal Plans with Uncontrollable Choices

    Pedro Rodrigues Quemel e Assis Santana, Brian Williams

    2453

    PDF
  • A New Operator for ABox Revision in DL-Lite

    Sibei Gao, Guilin Qi, Haofen Wang

    2423

    PDF
  • Temporally Expressive Planning Based on Answer Set Programming with Constraints

    Forrest Bao, Yuanlin Zhang

    2413

    PDF
  • Exploring Mixed-Initiative Interaction for Learning with Situated Instruction in Cognitive Agents

    Shiwali Mohan, John Laird

    2445

    PDF
  • Exploiting Shared Resource Dependencies in Spectrum Based Plan Diagnosis

    Shekhar Gupta, Nico Roos, Cees Witteveen, Bob Price, Johan DeKleer

    2425

    PDF
  • Informed Initial Policies for Learning in Dec-POMDPs

    Landon Kraemer, Bikramjit Banerjee

    2433

    PDF
  • Learning Names for RFID-Tagged Objects in Activity Videos

    Ian Perera, James Allen

    2449

    PDF
  • Mining Context-Aware Significant Travel Sequences from Geotagged Social Media

    Abdul Majid, Ling Chen, Hamid Mirza, Ibrar Hussain, Gencai Chen

    2443

    PDF

Spotlight

  • Usage-Centric Benchmarking of RDF Triple Stores

    Mohamed Morsey, Jens Lehmann, Sören Auer, Axel-Cyrille Ngonga Ngomo

    2134

    PDF
  • Opportunities and Challenges for Constraint Programming

    Barry O'Sullivan

    2148

    PDF
  • Planning as an Iterative Process

    David Smith

    2180

    PDF
  • Semi-Relaxed Plan Heuristics

    Emil Keyder, Joerg Hoffmann, Patrik Haslum

    2126

    PDF
  • Symmetry Breaking Constraints: Recent Results

    Toby Walsh

    2192

    PDF
  • Search-Based Path Planning with Homotopy Class Constraints in 3D

    Subhrajit Bhattacharya, Maxim Likhachev, Vijay Kumar

    2097

    PDF
  • PROTECT: An Application of Computational Game Theory for the Security of the Ports of the United States

    Eric Shieh, Bo An, Rong Yang, Milind Tambe, Craig Baldwin, Joseph DiRenzo, Ben Maule, Garrett Meyer

    2173

    PDF
  • Seven Challenges in Parallel SAT Solving

    Youssef Hamadi, Christoph Wintersteiger

    2120

    PDF
  • Goal Recognition with Markov Logic Networks for Player-Adaptive Games

    Eun Ha, Jonathan Rowe, Bradford Mott, James Lester

    2113

    PDF
  • Heuristic Search Comes of Age

    Nathan Sturtevant, Ariel Felner, Maxim Likhachev, Wheeler Ruml

    2186

    PDF
  • SMT-Based Verification of Hybrid Systems

    Alessandro Cimatti, Sergio Mover, Stefano Tonetta

    2100

    PDF
  • Optimal Manipulation of Voting Rules

    Svetlana Obraztsova, Edith Elkind

    2141

    PDF
  • Relative Attributes for Enhanced Human-Machine Communication

    Devi Parikh, Adriana Kovashka, Amar Parkash, Kristen Grauman

    2153

    PDF
  • Research Challenges in Combinatorial Search

    Richard Korf

    2129

    PDF
  • Delivering the Smart Grid: Challenges for Autonomous Agents and Multi-Agent Systems Research

    Alex Rogers, Sarvapali Ramchurn, Nicholas Jennings

    2166

    PDF
  • Computing Game-Theoretic Solutions and Applications to Security

    Vincent Conitzer

    2106

    PDF
  • Interactive Narrative: A Novel Application of Artificial Intelligence for Computer Games

    Mark Riedl, Vadim Bulitko

    2160

    PDF

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