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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 25 /

Proceedings Of The Twenty-Fifth AAAI Conference On Artificial Intelligence

Sponsored by the Association for the Advancement of Artificial Intelligence

Wolfram Burgard and Dan Roth, Program Cochairs.

August 7 –11, 2011, San Francisco, California USA. Published by The AAAI Press, Menlo Park, California. This proceedings is also available in book and CD format.

Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. PDF file sizes may be large!

Robotics Program

  • Can Quadrotors Succeed as an Educational Platform?

    Zachary Dodds

    1870

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  • Playing Chess with a Human-Scale Mobile Manipulator

    Michael Ferguson, Kim Gero, Joao Salles, James Weis

    1872

    PDF
  • A Robotics Environment for Software Engineering Courses

    Stephan Goebel, Ruben Jubeh, Simon-Lennert Raesch

    1874

    PDF
  • Hekateros: A Desktop 5 Degree-of-Freedom Robot Arm for the Small-Scale Manipulation Robot Chess Challenge

    Kim Wheeler, Robin Knight, Collin Horvat, Daniel Packard, Casey Kuhns, Brent Wilkins, Robert Shiely

    1882

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  • Approaches to Multi-Robot Exploration and Localization

    Arif Ozgelen, Michael Costantino, Adiba Ishak, Moses Kingston, Diquan Moore, Samuel Sanchez, J. Munoz, Simon Parsons, Elizabeth Sklar

    1880

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  • Learning Tasks and Skills Together From a Human Teacher

    Baris Akgun, Kaushik Subramanian, Jaeeun Shim, Andrea Thomaz

    1868

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  • Lego Plays Chess: A Low-Cost, Low-Complexity Approach to Intelligent Robotics

    Michael Lanighan, Jerod Sikorskyj, Debra Burhans, Robert Selkowitz

    1876

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  • Learning from Demonstration in Spatial Exploration

    J. Munoz, Arif Ozgelen, Elizabeth Sklar

    1878

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Reasoning about Plans, Processes and Actions

  • Improving Cost-Optimal Domain-Independent Symbolic Planning

    Peter Kissmann, Stefan Edelkamp

    992

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  • Recognizing Plans with Loops Represented in a Lexicalized Grammar

    Christopher Geib, Robert Goldman

    958

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  • A Switching Planner for Combined Task and Observation Planning

    Moritz Göbelbecker, Charles Gretton, Richard Dearden

    964

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  • Exploiting Path Refinement Abstraction in Domain Transition Graphs

    Peter Gregory, Derek Long, Craig McNulty, Susan Murphy

    971

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  • Qualitative Numeric Planning

    Siddharth Srivastava, Shlomo Zilberstein, Neil Immerman, Hector Geffner

    1010

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  • Exploiting Problem Symmetries in State-Based Planners

    Nir Pochter, Aviv Zohar, Jeffrey Rosenschein

    1004

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  • Conjunctive Representations in Contingent Planning: Prime Implicates Versus Minimal CNF Formula

    Son To, Tran Son, Enrico Pontelli

    1023

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  • Extending Classical Planning Heuristics to Probabilistic Planning with Dead-Ends

    Florent Teichteil-Königsbuch, Vincent Vidal, Guillaume Infantes

    1017

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  • The Inter-League Extension of the Traveling Tournament Problem and its Application to Sports Scheduling

    Richard Hoshino, Ken-ichi Kawarabayashi

    977

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  • A Novel Technique for Avoiding Plateaus of Greedy Best-First Search in Satisficing Planning

    Tatsuya Imai, Akihiro Kishimoto

    985

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  • Generating Diverse Plans Using Quantitative and Qualitative Plan Distance Metrics

    Alexandra Coman, Hector Munoz-Avila

    946

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  • Planning for Operational Control Systems with Predictable Exogenous Events

    Ronen Brafman, Carmel Domshlak, Yagil Engel, Zohar Feldman

    940

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  • On Improving Conformant Planners by Analyzing Domain-Structures

    Khoi Nguyen, Vien Tran, Tran Son, Enrico Pontelli

    998

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  • A POMDP Model of Eye-Hand Coordination

    Tom Erez, Julian Tramper, William Smart, Stan Gielen

    952

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Reasoning Under Uncertainty

  • Utilizing Partial Policies for Identifying Equivalence of Behavioral Models

    Yifeng Zeng, Prashant Doshi, Yinghui Pan, Hua Mao, Muthukumaran Chandrasekaran, Jian Luo

    1083

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  • Abductive Markov Logic for Plan Recognition

    Parag Singla, Raymond Mooney

    1069

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  • When to Stop? That Is the Question

    Shulamit Reches, Meir Kalech, Rami Stern

    1063

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  • Fast Parallel and Adaptive Updates for Dual-Decomposition Solvers

    Ozgur Sumer, Umut Acar, Alexander Ihler, Ramgopal Mettu

    1076

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  • Coarse-to-Fine Inference and Learning for First-Order Probabilistic Models

    Chloe Kiddon, Pedro Domingos

    1049

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  • Stopping Rules for Randomized Greedy Triangulation Schemes

    Andrew Gelfand, Kalev Kask, Rina Dechter

    1043

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  • Dual Decomposition for Marginal Inference

    Justin Domke

    1037

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  • Memory-Efficient Dynamic Programming for Learning Optimal Bayesian Networks

    Brandon Malone, Changhe Yuan, Eric Hansen

    1057

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  • Efficient Methods for Lifted Inference with Aggregate Factors

    Jaesik Choi, Rodrigo de Salvo Braz, Hung Bui

    1030

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Student Abstracts and Posters

  • An Intelligent System for Prolonging Independent Living of Elderly

    Bogdan Pogorelc

    1808

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  • Extending the Applications of Recent Real-Time Heuristic Search

    Daniel Huntley, Vadim Bulitko

    1792

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  • Adaptive Neighborhood Inverse Consistency as Lookahead for Non-Binary CSPs

    Robert Woodward, Shant Karakashian, Berthe Choueiry, Christian Bessiere

    1830

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  • Learning Compact Representations of Time-Varying Processes

    Philip Bachman, Doina Precup

    1748

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  • Medical Treatment Conflict Resolving in Answer Set Programming

    Forrest Sheng Bao, Zhizheng Zhang, Yuanlin Zhang

    1752

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  • Toward Learning to Solve Insertion Tasks: A Developmental Approach Using Exploratory Behaviors and Proprioception

    Philip Koonce, Vasha Dutell, Jose Farrington, Vladimir Sukhoy, Alexander Stoytchev

    1798

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  • Can Collective Sentiment Expressed on Twitter Predict Political Elections?

    Jessica Chung, Eni Mustafaraj

    1770

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  • An Event-Based Framework for Process Inference

    Michael Joya

    1796

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  • Efficient Issue-Grouping Approach for Multi-Issues Negotiation between Exaggerator Agents

    Katsuhide Fujita, Takayuki Ito, Mark Klein

    1778

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  • Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation

    Aman Goel, Craig Knoblock, Kristina Lerman

    1784

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  • On the Effectiveness of Belief State Representation in Contingent Planning

    Son To, Tran Son, Enrico Pontelli

    1818

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  • Hybrid Tractable Classes of Binary Quantified Constraint Satisfaction Problems

    Jian Gao, Minghao Yin, Junping Zhou

    1780

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  • Exact Phase Transitions and Approximate Algorithm of #CSP

    Ping Huang, Minghao Yin, Ke Xu

    1790

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  • Modeling Opponent Actions for Table-Tennis Playing Robot

    Zhikun Wang, Abdeslam Boularias, Katharina Mülling, Jan Peters

    1828

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  • On the Discovery and Utility of Precedence Constraints in Temporal Planning

    Yanmei Hu, Minghao Yin, Dunbo Cai

    1788

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  • Time Complexity of Iterative-Deepening A*: The Informativeness Pathology (Abstract)

    Levi Lelis, Sandra Zilles, Robert Holte

    1800

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  • Ad Hoc Teamwork in Variations of the Pursuit Domain

    Samuel Barrett, Peter Stone

    1758

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  • Controlling Selection Bias in Causal Inference

    Elias Bareinboim, Judea Pearl

    1754

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  • Role-Based Ad Hoc Teamwork

    Katie Genter, Noa Agmon, Peter Stone

    1782

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  • Discovering Latent Strategies

    Xiaoxi Xu

    1834

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  • Generating Explanations for Complex Biomedical Queries

    Umut Öztok, Esra Erdem

    1806

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  • Using Partitions and Superstrings for Lossless Compression of Pattern Databases

    Ethan Schreiber, Richard Korf

    1814

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  • Conflict-Driven Constraint Answer Set Solving with Lazy Nogood Generation

    Christian Drescher, Toby Walsh

    1772

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  • Multiple-Instance Learning: Multiple Feature Selection on Instance Representation

    I-Hong Jhuo, D. Lee

    1794

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  • A Bayesian Reinforcement Learning framework Using Relevant Vector Machines

    Nikolaos Tziortziotis, Konstantinos Blekas

    1820

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  • Provoking Opponents to Facilitate the Recognition of their Intentions

    Francis Bisson, Froduald Kabanza, Abder Rezak Benaskeur, Hengameh Irandoust

    1762

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  • Web Personalization and Cohort Information Services for Natural Resource Managers

    Crystal Redman

    1812

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  • Probabilistic Plan Graph Heuristic for Probabilistic Planning

    Yolanda E-Martín, Maria R-Moreno, David Smith

    1774

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  • Solution Quality Improvements for Massively Multi-Agent Pathfinding

    Ko-Hsin Wang, Adi Botea, Philip Kilby

    1824

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  • Large Scale Diagnosis Using Associations between System Outputs and Components

    Ting Guo, Zhanshan Li, Ruizhi Guo, Xingquan Zhu

    1786

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  • Evolution of Node Behavior in Link Prediction

    Baojun Qiu, Qi He, John Yen

    1810

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  • Convergence Properties of (μ + λ) Evolutionary Algorithms

    Aram Ter-Sarkisov, Stephen Marsland

    1816

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  • A Local Monte Carlo Tree Search Approach in Deterministic Planning

    Fan Xie, Hootan Nakhost, Martin Müller

    PDF
  • Dynamic Batch Mode Active Learning via L1 Regularization

    Shayok Chakraborty, Vineeth Balasubramanian, Sethuraman Panchanathan

    1764

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  • Using Neural Networks for Evaluation in Heuristic Search Algorithm

    Hung-Che Chen, Jyh-Da Wei

    1768

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  • An Efficient and Complete Approach for Cooperative Path-Finding

    Ryan Luna, Kostas Bekris

    1804

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  • Reconstructing the Stochastic Evolution Diagram of Dynamic Complex Systems

    Navid Bazzazzadeh, Benedikt Brors, Roland Eils

    1760

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  • Assessing Quality in the Web of Linked Sensor Data

    Chris Baillie, Peter Edwards, Edoardo Pignotti

    1750

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  • Heuristic Planning in Adversarial Dynamic Domains

    Simon Chamberland, Froduald Kabanza

    1766

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  • Solving 4×5 Dots-And-Boxes

    Joseph Barker, Richard Korf

    1756

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  • A Framework for Integration of Logical and Probabilistic Knowledge

    Jingsong Wang, Marco Valtorta

    1822

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  • An Empirical Study of Bagging Predictors for Different Learning Algorithms

    Guohua Liang, Xingquan Zhu, Chengqi Zhang

    1802

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  • Online Updating the Generalized Inverse of Centered Matrices

    Qing Wang, Liang Zhang

    1826

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  • Optimal Subset Selection for Active Learning

    Yifan Fu, Xingquan Zhu

    1776

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Special Track on AI and the Web

  • Understanding User Migration Patterns in Social Media

    Shamanth Kumar, Reza Zafarani, Huan Liu

    1204

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  • Heterogeneous Transfer Learning for Image Classification

    Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno Pan, Gui-Rong Xue, Yong Yu, Qiang Yang

    1304

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  • Towards Large-Scale Collaborative Planning: Answering High-Level Search Queries Using Human Computation

    Edith Law, Haoqi Zhang

    1210

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  • Predicting Author Blog Channels with High Value Future Posts for Monitoring

    Shanchan Wu, Tamer Elsayed, William Rand, Louiqa Raschid

    1261

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  • Learning to Suggest Questions in Online Forums

    Tom Zhou, Chin-Yew Lin, Irwin King, Michael R. Lyu, Young-In Song, Yunbo Cao

    1298

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  • Identifying Missing Node Information in Social Networks

    Ron Eyal, Sarit Kraus, Avi Rosenfeld

    1166

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  • Temporal Dynamics of User Interests in Tagging Systems

    Dawei Yin, Liangjie Hong, Zhenzhen Xue, Brian Davison

    1279

    PDF
  • Artificial Intelligence for Artificial Artificial Intelligence

    Peng Dai, . Mausam, Daniel Weld

    1153

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  • User-Controllable Learning of Location Privacy Policies With Gaussian Mixture Models

    Justin Cranshaw, Jonathan Mugan, Norman Sadeh

    1146

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  • Personalizing Your Web Services with Constructive DL Reasoning Join

    Freddy Lecue

    1216

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  • SemRec: A Semantic Enhancement Framework for Tag Based Recommendation

    Guandong Xu, Yanhui Gu, Peter Dolog, Yanchun Zhang, Masaru Kitsuregawa

    1267

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  • Transfer Learning for Multiple-Domain Sentiment Analysis — Identifying Domain Dependent/Independent Word Polarity

    Yasuhisa Yoshida, Tsutomu Hirao, Tomoharu Iwata, Masaaki Nagata, Yuji Matsumoto

    1286

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  • Propagating Both Trust and Distrust with Target Differentiation for Combating Web Spam

    Xianchao Zhang, You Wang, Nan Mou, Wenxin Liang

    1292

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  • Analyzing and Predicting Not-Answered Questions in Community-based Question Answering Services

    Lichun Yang, Shenghua Bao, Qingliang Lin, Xian Wu, Dingyi Han, Zhong Su, Yong Yu

    1273

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  • A Whole Page Click Model to Better Interpret Search Engine Click Data

    Weizhu Chen, Zhanglong Ji, Si Shen, Qiang Yang

    1140

  • Active Dual Collaborative Filtering with Both Item and Attribute Feedback

    Luheng He, Nathan Liu, Qiang Yang

    1186

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  • Integrating Community Question and Answer Archives

    Wei Wei, Gao Cong, Xiaoli Li, See-Kiong Ng, Guohui Li

    1255

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  • Trust Transitivity in Complex Social Networks

    Guanfeng Liu, Yan Wang, Mehmet Orgun

    1222

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  • Generating True Relevance Labels in Chinese Search Engine Using Clickthrough Data

    Hengjie Song, Chunyan Miao, Zhiqi Shen

    1230

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  • Towards Practical ABox Abduction in Large OWL DL Ontologies

    Jianfeng Du, Guilin Qi, Yi-Dong Shen, Jeff Pan

    1160

    PDF
  • Creative Introspection and Knowledge Acquisition

    Tony Veale, Guofu Li

    1243

    PDF
  • Maximum Entropy Context Models for Ranking Biographical Answers to Open-Domain Definition Questions

    Alejandro Figueroa, John Atkinson

    1173

    PDF
  • Commonsense Causal Reasoning Using Millions of Personal Stories

    Andrew Gordon, Cosmin Bejan, Kenji Sagae

    1180

    PDF
  • Detecting Multilingual and Multi-Regional Query Intent in Web Search

    Yi Chang, Ruiqiang Zhang, Srihari Reddy, Yan Liu

    1134

    PDF
  • Cross-Language Latent Relational Search: Mapping Knowledge across Languages

    Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka

    1237

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  • Continual Planning with Sensing for Web Service Composition

    Eirini Kaldeli, Alexander Lazovik, Marco Aiello

    1198

    PDF
  • Fast Query Recommendation by Search

    Qixia Jiang, Maosong Sun

    1192

    PDF
  • CCRank: Parallel Learning to Rank with Cooperative Coevolution

    Shuaiqiang Wang, Byron Gao, Ke Wang, Hady Lauw

    1249

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Special Track on Computational Sustainability and AI

  • The Steiner Multigraph Problem: Wildlife Corridor Design for Multiple Species

    Katherine Lai, Carla Gomes, Michael Schwartz, Kevin McKelvey, David Calkin, Claire Montgomery

    1357

    PDF
  • Learned Behaviors of Multiple Autonomous Agents in Smart Grid Markets

    Prashant Reddy, Manuela Veloso

    1396

    PDF
  • Modeling and Monitoring Crop Disease in Developing Countries

    John Quinn, Kevin Leyton-Brown, Ernest Mwebaze

    1390

    PDF
  • Dynamic Resource Allocation in Conservation Planning

    Daniel Golovin, Andreas Krause, Beth Gardner, Sarah Converse, Steve Morey

    1331

    PDF
  • Linear Dynamic Programs for Resource Management

    Marek Petrik, Shlomo Zilberstein

    1377

    PDF
  • Policy Gradient Planning for Environmental Decision Making with Existing Simulators

    Mark Crowley, David Poole

    1323

  • Green Driver: AI in a Microcosm

    Jim Apple, Paul Chang, Aran Clauson, Heidi Dixon, Hiba Fakhoury, Matthew Ginsberg, Erin Keenan, Alex Leighton, Kevin Scavezze, Bryan Smith

    1311

    PDF
  • Decentralised Control of Micro-Storage in the Smart Grid

    Thomas Voice, Perukrishnen Vytelingum, Sarvapali Ramchurn, Alex Rogers, Nicholas Jennings

    1421

    PDF
  • Logistic Methods for Resource Selection Functions and Presence-Only Species Distribution Models

    Steven Phillips, Jane Elith

    1384

    PDF
  • Hybrid Planning with Temporally Extended Goals for Sustainable Ocean Observing

    Hui Li, Brian Williams

    1365

    PDF
  • Incorporating Boosted Regression Trees into Ecological Latent Variable Models

    Rebecca Hutchinson, Li-Ping Liu, Thomas Dietterich

    1343

    PDF
  • Stochastic Model Predictive Controller for the Integration of Building Use and Temperature Regulation

    Alie El-Din Mady, Gregory Provan, Conor Ryan, Kenneth Brown

    1371

    PDF
  • Efficient Energy-Optimal Routing for Electric Vehicles

    Martin Sachenbacher, Martin Leucker, Andreas Artmeier, Julian Haselmayr

    1402

    PDF
  • A Large-Scale Study on Predicting and Contextualizing Building Energy Usage

    J. Kolter, Joseph Ferreira

    1349

    PDF
  • Discovering Life Cycle Assessment Trees from Impact Factor Databases

    Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan, Manish Marwah, Amip Shah

    1415

    PDF
  • Enforcing Liveness in Autonomous Traffic Management

    Tsz-Chiu Au, Neda Shahidi, Peter Stone

    1317

    PDF
  • Water Conservation Through Facilitation on Residential Landscapes

    Rhonda Hoenigman, Elizabeth Bradley, Nichole Barger

    1337

    PDF
  • Verifying Intervention Policies to Counter Infection Propagation over Networks: A Model Checking Approach

    Ganesh Ram Santhanam, Yuly Suvorov, Samik Basu, Vasant Honavar

    1408

    PDF

Constraints, Satisfiability, and Search

  • Optimal Graph Search with Iterated Graph Cuts

    David Burkett, David Hall, Dan Klein

    12

    PDF
  • A Comparison of Lex Bounds for Multiset Variables in Constraint Programming

    Yat Law, Jimmy Lee, May Hiu Woo, Toby Walsh

    61

    PDF
  • Distributed Constraint Optimization Under Stochastic Uncertainty

    Thomas Léauté, Boi Faltings

    68

    PDF
  • Block A*: Database-Driven Search with Applications in Any-Angle Path-Planning

    Peter Yap, Neil Burch, Robert Holte, Jonathan Schaeffer

    120

    PDF
  • Euclidean Heuristic Optimization

    D. Chris Rayner, Michael Bowling, Nathan Sturtevant

    81

    PDF
  • Optimal Packing of High-Precision Rectangles

    Eric Huang, Richard Korf

    42

    PDF
  • Limits of Preprocessing

    Stefan Szeider

    93

    PDF
  • Inner Regions and Interval Linearizations for Global Optimization

    Gilles Trombettoni, Ignacio Araya, Bertrand Neveu, Gilles Chabert

    99

    PDF
  • Succinct Set-Encoding for State-Space Search

    Tim Schmidt, Rong Zhou

    87

    PDF
  • Anytime Nonparametric A*

    Jur van den Berg, Rajat Shah, Arthur Huang, Ken Goldberg

    105

    PDF
  • Core-Guided Binary Search Algorithms for Maximum Satisfiability

    Federico Heras, Antonio Morgado, Joao Marques-Silva

    36

    PDF
  • Extensible Automated Constraint Modelling

    Ozgur Akgun, Ian Miguel, Chris Jefferson, Alan Frisch, Brahim Hnich

    4

    PDF
  • On the Complexity of BDDs for State Space Search: A Case Study in Connect Four

    Stefan Edelkamp, Peter Kissmann

    18

    PDF
  • The Compressed Differential Heuristic

    Meir Goldenberg, Nathan Sturtevant, Ariel Felner, Jonathan Schaeffer

    24

    PDF
  • A General Nogood-Learning Framework for Pseudo-Boolean Multi-Valued SAT

    Siddhartha Jain, Ashish Sabharwal, Meinolf Sellmann

    48

    PDF
  • Heuristic Search for Large Problems With Real Costs

    Matthew Hatem, Ethan Burns, Wheeler Ruml

    30

    PDF
  • Solving Difficult CSPs with Relational Neighborhood Inverse Consistency

    Robert Woodward, Shant Karakashian, Berthe Choueiry, Christian Bessiere

    112

    PDF
  • Planning in Domains with Cost Function Dependent Actions

    Mike Phillips, Maxim Likhachev

    74

    PDF
  • Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models

    Kalev Kask, Andrew Gelfand, Lars Otten, Rina Dechter

    54

    PDF

Special Track on Integrated Intelligence

  • Cognitive Synergy between Procedural and Declarative Learning in the Control of Animated and Robotic Agents Using the OpenCogPrime AGI Architecture

    Ben Goertzel, Joel Pitt, Jared Wigmore, Nil Geisweiller, Zhenhua Cai, Ruiting Lian, Deheng Huang, Gino Yu

    1436

    PDF
  • Cross Media Entity Extraction and Linkage for Chemical Documents

    Su Yan, Scott Spangler, Ying Chen

    1455

    PDF
  • Combining Learned Discrete and Continuous Action Models

    Joseph Xu, John Laird

    1449

    PDF
  • Contextually-Based Utility: An Appraisal-Based Approach at Modeling Framing and Decisions

    Jonathan Ito, Stacy Marsella

    1442

    PDF
  • Analogical Dialogue Acts: Supporting Learning by Reading Analogies in Instructional Texts

    David Barbella, Kenneth Forbus

    1429

    PDF

Knowledge-Based Information Systems

  • Tracking User-Preference Varying Speed in Collaborative Filtering

    Ruijiang Li, Bin Li, Cheng Jin, Xiangyang Xue, Xingquan Zhu

    133

    PDF
  • Social Recommendation Using Low-Rank Semidefinite Program

    Jianke Zhu, Hao Ma, Chun Chen, Jiajun Bu

    158

    PDF
  • Simulated Annealing Based Influence Maximization in Social Networks

    Qingye Jiang, Guojie Song, Cong Gao, Yu Wang, Wenjun Si, Kunqing Xie

    127

    PDF
  • CosTriage: A Cost-Aware Triage Algorithm for Bug Reporting Systems

    Jin-woo Park, Mu-Woong Lee, Jinhan Kim, Seung-won Hwang, Sunghun Kim

    139

    PDF
  • Deriving a Web-Scale Common Sense Fact Database

    Niket Tandon, Gerard de Melo, Gerhard Weikum

    152

    PDF
  • Relational Blocking for Causal Discovery

    Matthew Rattigan, Marc Maier, David Jensen

    145

    PDF

AAAI Technical Track: Knowledge Representation and Reasoning

  • Adding Default Attributes to EL++

    Piero Bonatti, Marco Faella, Luigi Sauro

    171

    PDF
  • Causal Theories of Actions Revisited

    Fangzhen Lin, Mikhail Soutchanski

    235

    PDF
  • An Algebraic Prolog for Reasoning about Possible Worlds

    Angelika Kimmig, Guy Van den Broeck, Luc De Raedt

    209

    PDF
  • Integrating Rules and Description Logics by Circumscription

    Qian Yang, Jia-Huai You, Zhiyong Feng

    274

    PDF
  • Language Splitting and Relevance-Based Belief Change in Horn Logic

    Maonia Wu, Dongmo Zhang, Mingyi Zhang

    268

    PDF
  • A Closer Look at the Probabilistic Description Logic Prob-EL

    Víctor Gutiérrez Basulto, Jean Christoph Jung, Carsten Lutz, Lutz Schröder

    197

    PDF
  • Trajectory Regression on Road Networks

    Tsuyoshi Ide, Masashi Sugiyama

    203

    PDF
  • Higher-Order Description Logics for Domain Metamodeling

    Giuseppe De Giacomo, Maurizio Lenzerini, Riccardo Rosati

    183

    PDF
  • A Semantical Account of Progression in the Presence of Uncertainty

    Vaishak Belle, Gerhard Lakemeyer

    165

    PDF
  • Two-Dimensional Description Logics for Context-Based Semantic Interoperability

    Szymon Klarman, Víctor Gutiérrez-Basulto

    215

    PDF
  • A Modular Consistency Proof for DOLCE

    Oliver Kutz, Till Mossakowski

    227

    PDF
  • Learning from Spatial Overlap

    Michael Coen, M. Ansari, Nathanael Fillmore

    177

    PDF
  • Transportability of Causal and Statistical Relations: A Formal Approach

    Judea Pearl, Elias Bareinboim

    247

    PDF
  • How to Calibrate the Scores of Biased Reviewers by Quadratic Programming

    Magnus Roos, Jörg Rothe, Björn Scheuermann

    255

    PDF
  • Revisiting Semantics for Epistemic Extensions of Description Logics

    Anees Mehdi, Sebastian Rudolph

    241

    PDF
  • Bounded Forgetting

    Yi Zhou, Yan Zhang

    280

    PDF
  • Progression Semantics for Disjunctive Logic Programs

    Yi Zhou, Yan Zhang

    286

    PDF
  • Spectrum-Based Sequential Diagnosis

    Alberto Gonzalez-Sanchez, Rui Abreu, Hans-Gerhard Gross, Arjan J. C. van Gemund

    189

    PDF
  • Preferred Explanations: Theory and Generation via Planning

    Shirin Sohrabi, Jorge Baier, Sheila McIlraith

    261

    PDF
  • Conjunctive Query Inseparability of OWL 2 QL TBoxes

    Boris Konev, Roman Kontchakov, Michel Ludwig, Thomas Schneider, Frank Wolter, Michael Zakharyaschev

    221

    PDF

AAAI Technical Track: Multiagent Systems

  • On Expressing Value Externalities in Position Auctions

    Florin Constantin, Malvika Rao, Chien-Chung Huang, David Parkes

    644

    PDF
  • Incentive-Compatible Escrow Mechanisms

    Jens Witkowski, Sven Seuken, David Parkes

    751

    PDF
  • Manipulation of Nanson’s and Baldwin’s Rules

    Nina Narodytska, Toby Walsh, Lirong Xia

    713

    PDF
  • A Functional Analysis of Historical Memory Retrieval Bias in the Word Sense Disambiguation Task

    Nate Derbinsky, John Laird

    663

    PDF
  • Campaign Management under Approval-Driven Voting Rules

    Ildiko Schlotter, Piotr Faliszewski, Edith Elkind

    726

    PDF
  • Complexity of and Algorithms for Borda Manipulation

    Jessica Davies, George Katsirelos, Nina Narodytska, Toby Walsh

    657

    PDF
  • Learning in Repeated Games with Minimal Information: The Effects of Learning Bias

    Jacob Crandall, Asad Ahmed, Michael Goodrich

    650

    PDF
  • Optimal Envy-Free Cake Cutting

    Yuga Cohler, John Lai, David Parkes, Ariel Procaccia

    626

    PDF
  • Strategic Information Disclosure to People with Multiple Alternatives

    Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia Goldman

    594

    PDF
  • Commitment to Correlated Strategies

    Vincent Conitzer, Dmytro Korzhyk

    632

    PDF
  • A Kernel-Based Iterative Combinatorial Auction

    Sebastien Lahaie

    695

    PDF
  • M-Unit EigenAnt: An Ant Algorithm to Find the M Best Solutions

    Sameena Shah, Jayadeva Jayadeva, Ravi Kothari, Suresh Chandra

    732

    PDF
  • Dominating Manipulations in Voting with Partial Information

    Vincent Conitzer, Toby Walsh, Lirong Xia

    638

    PDF
  • Automated Action Abstraction of Imperfect Information Extensive-Form Games

    John Hawkin, Robert Holte, Duane Szafron

    681

    PDF
  • Branch and Price for Multi-Agent Plan Recognition

    Bikramjit Banerjee, Landon Kraemer

    601

    PDF
  • Quick Polytope Approximation of All Correlated Equilibria in Stochastic Games

    Liam MacDermed, Karthik Narayan, Charles Isbell, Lora Weiss

    707

    PDF
  • VCG Redistribution with Gross Substitutes

    Mingyu Guo

    675

    PDF
  • Coordinated Multi-Agent Reinforcement Learning in Networked Distributed POMDPs

    Chongjie Zhang, Victor Lesser

    764

    PDF
  • A Game-Theoretic Approach to Influence in Networks

    Mohammad Irfan, Luis Ortiz

    688

    PDF
  • Market Manipulation with Outside Incentives

    Yiling Chen, Xi Gao, Rick Goldstein, Ian Kash

    614

    PDF
  • Parameterized Complexity of Problems in Coalitional Resource Games

    Rajesh Chitnis, MohammadTaghi Hajiaghayi, Vahid Liaghat

    620

    PDF
  • Constrained Coalition Formation

    Talal Rahwan, Tomasz Michalak, Edith Elkind, Piotr Faliszewski, Jacek Sroka, Michael Wooldridge, Nicholas Jennings

    719

    PDF
  • Risk-Averse Strategies for Security Games with Execution and Observational Uncertainty

    Zhengyu Yin, Manish Jain, Milind Tambe, Fernando Ordóñez

    758

    PDF
  • Dominant-Strategy Auction Design for Agents with Uncertain, Private Values

    David Thompson, Kevin Leyton-Brown

    745

    PDF
  • Refinement of Strong Stackelberg Equilibria in Security Games

    Bo An, Milind Tambe, Fernando Ordonez, Eric Shieh, Christopher Kiekintveld

    587

    PDF
  • Efficiency and Privacy Tradeoffs in Mechanism Design

    Xin Sui, Craig Boutilier

    738

    PDF
  • Computing an Extensive-Form Perfect Equilibrium in Two-Player Games

    Nicola Gatti, Claudio Iuliano

    669

    PDF
  • Mechanism Design for Federated Sponsored Search Auctions

    Sofia Ceppi, Nicola Gatti, Enrico Gerding

    608

    PDF
  • A Distributed Anytime Algorithm for Dynamic Task Allocation in Multi-Agent Systems

    Kathryn Macarthur, Ruben Stranders, Sarvapali Ramchurn, Nicholas Jennings

    701

    PDF

AAAI Technical Track: Machine Learning

  • Scaling Up Reinforcement Learning through Targeted Exploration

    Timothy Mann, Yoonsuck Choe

    435

    PDF
  • Non-Parametric Approximate Linear Programming for MDPs

    Jason Pazis, Ronald Parr

    459

    PDF
  • Selective Transfer Between Learning Tasks Using Task-Based Boosting

    Eric Eaton, Marie desJardins

    337

    PDF
  • Multi-Level Cluster Indicator Decompositions of Matrices and Tensors

    Dijun Luo, Chris Ding, Heng Huang

    423

    PDF
  • Optimal Rewards versus Leaf-Evaluation Heuristics in Planning Agents

    Jonathan Sorg, Satinder Singh, Richard Lewis

    465

    PDF
  • Across-Model Collective Ensemble Classification

    Hoda Eldardiry, Jennifer Neville

    343

    PDF
  • Ordinal Regression via Manifold Learning

    Yang Liu, Yan Liu, Keith Chan

    398

    PDF
  • Differential Eligibility Vectors for Advantage Updating and Gradient Methods

    Francisco Melo

    441

    PDF
  • Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions

    Xinhua Zhang, Yaoliang Yu, Martha White, Ruitong Huang, Dale Schuurmans

    567

    PDF
  • Mean Field Inference in Dependency Networks: An Empirical Study

    Daniel Lowd, Arash Shamaei

    404

    PDF
  • Multi-Task Learning in Heterogeneous Feature Spaces

    Yu Zhang, Dit-Yan Yeung

    574

    PDF
  • OASIS: Online Active Semi-Supervised Learning

    Andrew Goldberg, Xiaojin Zhu, Alex Furger, Jun-Ming Xu

    362

    PDF
  • A Fast Spectral Relaxation Approach to Matrix Completion via Kronecker Products

    Hui Zhao, Jiuqiang Han, Naiyan Wang, Congfu Xu, Zhihua Zhang

    580

    PDF
  • Unsupervised Learning of Human Behaviours

    Sook-Ling Chua, Stephen Marsland, Hans Guesgen

    319

    PDF
  • Localized K-Flats

    Yong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou

    525

    PDF
  • Item-Level Social Influence Prediction with Probabilistic Hybrid Factor Matrix Factorization

    Peng Cui, Fei Wang, Shiqiang Yang, Lifeng Sun

    331

    PDF
  • Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics

    Gheorghe Comanici, Doina Precup

    325

    PDF
  • Learning a Kernel for Multi-Task Clustering

    Quanquan Gu, Zhenhui Li, Jiawei Han

    368

    PDF
  • Learning Structured Embeddings of Knowledge Bases

    Antoine Bordes, Jason Weston, Ronan Collobert, Yoshua Bengio

    301

    PDF
  • Transfer Latent Semantic Learning: Microblog Mining with Less Supervision

    Dan Zhang, Yan Liu, Richard Lawrence, Vijil Chenthamarakshan

    561

    PDF
  • Sparse Matrix-Variate t Process Blockmodels

    Zenglin Xu, Feng Yan, Yuan Qi

    543

    PDF
  • Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection

    Yu-Feng Li, Zhi-Hua Zhou

    386

    PDF
  • A Feasible Nonconvex Relaxation Approach to Feature Selection

    Cuixia Gao, Naiyan Wang, Qi Yu, Zhihua Zhang

    356

    PDF
  • Nonnegative Spectral Clustering with Discriminative Regularization

    Yi Yang, Heng Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou

    555

    PDF
  • Sparse Group Restricted Boltzmann Machines

    Heng Luo, Ruimin Shen, Changyong Niu, Carsten Ullrich

    429

    PDF
  • An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems

    Byron Boots, Geoffrey Gordon

    293

    PDF
  • Towards Evolutionary Nonnegative Matrix Factorization

    Fei Wang, Hanghang Tong, Ching-Yung Lin

    501

    PDF
  • Heterogeneous Transfer Learning with RBMs

    Bin Wei, Christopher Pal

    531

    PDF
  • Automatic Group Sparse Coding

    Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi

    495

    PDF
  • Linear Discriminant Analysis: New Formulations and Overfit Analysis

    Dijun Luo, Chris Ding, Heng Huang

    417

    PDF
  • Efficient Subspace Segmentation via Quadratic Programming

    Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen

    519

    PDF
  • A Nonparametric Bayesian Model of Multi-Level Category Learning

    Kevin Canini, Thomas Griffiths

    307

    PDF
  • Learning Instance Specific Distance for Multi-Instance Classification

    Hua Wang, Feiping Nie, Heng Huang

    507

    PDF
  • Latent Semantic Learning by Efficient Sparse Coding with Hypergraph Regularization

    Zhiwu Lu, Yuxin Peng

    411

    PDF
  • Adaptive Large Margin Training for Multilabel Classification

    Yuhong Guo, Dale Schuurmans

    374

    PDF
  • Symmetric Graph Regularized Constraint Propagation

    Zhenyong Fu, Zhiwu Lu, Horace Ip, Yuxin Peng, Hongtao Lu

    350

    PDF
  • Fast Newton-CG Method for Batch Learning of Conditional Random Fields

    Yuta Tsuboi, Yuya Unno, Hisashi Kashima, Naoaki Okazaki

    489

    PDF
  • Multi-Task Learning in Square Integrable Space

    Wei Wu, Hang Li, Yunhua Hu, Rong Jin

    537

    PDF
  • Large Scale Spectral Clustering with Landmark-Based Representation

    Xinlei Chen, Deng Cai

    313

    PDF
  • Collaborative Users’ Brand Preference Mining across Multiple Domains from Implicit Feedbacks

    Jian Tang, Jun Yan, Lei Ji, Ming Zhang, Shaodan Guo, Ning Liu, Xianfang Wang, Zheng Chen

    477

    PDF
  • Value Function Approximation in Reinforcement Learning Using the Fourier Basis

    George Konidaris, Sarah Osentoski, Philip Thomas

    380

    PDF
  • Towards Maximizing the Area Under the ROC Curve for Multi-Class Classification Problems

    Ke Tang, Rui Wang, Tianshi Chen

    483

    PDF
  • Size Adaptive Selection of Most Informative Features

    Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng Yan, Changsheng Xu, Hanqing Lu

    392

    PDF
  • Efficiently Learning a Distance Metric for Large Margin Nearest Neighbor Classification

    Kyoungup Park, Chunhua Shen, Zhihui Hao, Junae Kim

    453

    PDF
  • Direct Density-Ratio Estimation with Dimensionality Reduction via Hetero-Distributional Subspace Analysis

    Makoto Yamada, Masashi Sugiyama

    549

    PDF
  • Transfer Learning by Structural Analogy

    Huayan Wang, Qiang Yang

    513

    PDF
  • A Generalised Solution to the Out-of-Sample Extension Problem in Manifold Learning

    Harry Strange, Reyer Zwiggelaar

    471

    PDF
  • Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation

    Marion Neumann, Babak Ahmadi, Kristian Kersting

    447

    PDF

Multidisciplinary Topics

  • Composite Social Network for Predicting Mobile Apps Installation

    Wei Pan, Nadav Aharony, Alex Pentland

    821

    PDF
  • First-Order Logic with Counting for General Game Playing

    Lukasz Kaiser, Lukasz Stafiniak

    791

    PDF
  • Co-Evolution of Selection and Influence in Social Networks

    Yoon-Sik Cho, Greg Steeg, Aram Galstyan

    779

    PDF
  • Intrinsic Chess Ratings

    Kenneth Regan, Guy Haworth

    834

    PDF
  • Comparing Agents’ Success against People in Security Domains

    Raz Lin, Sarit Kraus, Noa Agmon, Samuel Barrett, Peter Stone

    809

    PDF
  • The Influence of Emotion Expression on Perceptions of Trustworthiness in Negotiation

    Dimitrios Antos, Celso de Melo, Jonathan Gratch, Barbara Grosz

    772

    PDF
  • The Epistemic Logic Behind the Game Description Language

    Ji Ruan, Michael Thielscher

    840

    PDF
  • Bayesian Learning of Generalized Board Positions for Improved Move Prediction in Computer Go

    Martin Michalowski, Mark Boddy, Mike Neilsen

    815

    PDF
  • Grammatical Error Detection for Corrective Feedback Provision in Oral Conversations

    Sungjin Lee, Hyungjong Noh, Kyusong Lee, Gary Geunbae Lee

    797

    PDF
  • Social Relations Model for Collaborative Filtering

    Wu-Jun Li, Dit-Yan Yeung

    803

    PDF
  • Finding Answers and Generating Explanations for Complex Biomedical Queries

    Esra Erdem, Yelda Erdem, Halit Erdogan, Umut Oztok

    785

    PDF
  • Reasoning About General Games Described in GDL-II

    Stephan Schiffel, Michael Thielscher

    846

    PDF
  • Human Spatial Relational Reasoning: Processing Demands, Representations, and Cognitive Model

    Marco Ragni, Sven Brüssow

    828

    PDF
  • Co-Training as a Human Collaboration Policy

    Xiaojin Zhu, Bryan Gibson, Timothy Rogers

    852

    PDF

New Scientific and Technical Advances in Research

  • Quantity Makes Quality: Learning with Partial Views

    Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir

    1547

    PDF
  • Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff!

    Paolo Viappiani, Craig Boutilier

    1571

    PDF
  • A POMDP-Based Optimal Control of P300-Based Brain-Computer Interfaces

    Jaeyoung Park, Kee-Eung Kim, Yoon-Kyu Song

    1559

    PDF
  • New Expressive Languages for Ontological Query Answering

    Andrea Calì, Georg Gottlob, Andreas Pieris

    1541

    PDF
  • The Next Best Solution

    Ronen Brafman, Enrico Pilotto, Francesca Rossi, Domenico Salvagnin, Kristen Venable, Toby Walsh

    1537

    PDF
  • Global Seismic Monitoring: A Bayesian Approach

    Nimar Arora, Stuart Russell, Paul Kidwell, Erik Sudderth

    1533

    PDF
  • Termination and Correctness Analysis of Cyclic Control

    Siddharth Srivastava, Neil Immerman, Shlomo Zilberstein

    1567

    PDF
  • Planning with Specialized SAT Solvers

    Jussi Rintanen

    1563

    PDF
  • Design and Analysis of Value Creation Networks

    Sampath Kameshwaran, Sameep Mehta, Vinayaka Pandit

    1551

    PDF
  • End-User Feature Labeling via Locally Weighted Logistic Regression

    Weng-Keen Wong, Ian Oberst, Shubhomoy Das, Travis Moore, Simone Stumpf, Kevin McIntosh, Margaret Burnett

    1575

    PDF
  • Two Visual Strategies for Solving the Raven’s Progressive Matrices Intelligence Test

    Maithilee Kunda, Keith McGreggor, Ashok Goel

    1555

    PDF
  • Effective End-User Interaction with Machine Learning

    Saleema Amershi, James Fogarty, Ashish Kapoor, Desney Tan

    1529

    PDF

AAAI Technical Track: Natural Language Processing

  • Partially Supervised Text Classification with Multi-Level Examples

    Tao Liu, Xiaoyong Du, Yongdong Xu, Minghui Li, Xiaolong Wang

    890

    PDF
  • Exploiting Phase Transition in Latent Networks for Clustering

    Vahed Qazvinian, Dragomir Radev

    908

    PDF
  • Semantic Relatedness Using Salient Semantic Analysis

    Samer Hassan, Rada Mihalcea

    884

    PDF
  • A Simple and Effective Unsupervised Word Segmentation Approach

    Songjian Chen, Yabo Xu, Huiyou Chang

    866

    PDF
  • Tree Sequence Kernel for Natural Language

    Jun Sun, Min Zhang, Chew Lim Tan

    921

    PDF
  • Learning to Interpret Natural Language Navigation Instructions from Observations

    David Chen, Raymond Mooney

    859

    PDF
  • Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases

    Chao Shen, Tao Li, Chris Ding

    914

    PDF
  • Using Semantic Cues to Learn Syntax

    Tahira Naseem, Regina Barzilay

    902

    PDF
  • Lossy Conservative Update (LCU) Sketch: Succinct Approximate Count Storage

    Amit Goyal, Hal Daume

    878

    PDF
  • Identifying Evaluative Sentences in Online Discussions

    Zhongwu Zhai, Bing Liu, Lei Zhang, Hua Xu, Peifa Jia

    933

    PDF
  • WikiSimple: Automatic Simplification of Wikipedia Articles

    Kristian Woodsend, Mirella Lapata

    927

    PDF
  • Leveraging Wikipedia Characteristics for Search and Candidate Generation in Question Answering

    Jennifer Chu-Carroll, James Fan

    872

    PDF
  • Enhancing Semantic Role Labeling for Tweets Using Self-Training

    Xiaohua Liu, Li Kuan, Ming Zhou, Zhongyang Xiong

    896

    PDF

Physically Grounded AI Special Track

  • DISCO: Describing Images Using Scene Contexts and Objects

    Ifeoma Nwogu, Yingbo Zhou, Christopher Brown

    1487

    PDF
  • Understanding Natural Language Commands for Robotic Navigation and Mobile Manipulation

    Stefanie Tellex, Thomas Kollar, Steven Dickerson, Matthew Walter, Ashis Banerjee, Seth Teller, Nicholas Roy

    1507

    PDF
  • Learning Accuracy and Availability of Humans Who Help Mobile Robots

    Stephanie Rosenthal, Manuela Veloso, Anind Dey

    1501

    PDF
  • Autonomous Skill Acquisition on a Mobile Manipulator

    George Konidaris, Scott Kuindersma, Roderic Grupen, Andrew Barto

    1468

    PDF
  • Multi-Observation Sensor Resetting Localization with Ambiguous Landmarks

    Brian Coltin, Manuela Veloso

    1462

    PDF
  • Balancing Safety and Exploitability in Opponent Modeling

    Zhikun Wang, Abdeslam Boularias, Katharina Mülling, Jan Peters

    1515

    PDF
  • Continuous Occupancy Mapping with Integral Kernels

    Simon O'Callaghan, Fabio Ramos

    1494

    PDF
  • Self-Aware Traffic Route Planning

    David Wilkie, Jur van den Berg, Ming Lin, Dinesh Manocha

    1521

    PDF
  • Recognizing Text Through Sound Alone

    Wenzhe Li, Tracy Hammond

    1481

    PDF
  • A Scalable Tree-Based Approach for Joint Object and Pose Recognition

    Kevin Lai, Liefeng Bo, Xiaofeng Ren, Dieter Fox

    1474

    PDF

AAAI Technical Track: Robotics

  • Automated Abstractions for Patrolling Security Games

    Nicola Basilico, Nicola Gatti

    1096

    PDF
  • Optimal Route Planning for Electric Vehicles in Large Networks

    Jochen Eisner, Stefan Funke, Sabine Storandt

    1108

    PDF
  • Comparing Action-Query Strategies in Semi-Autonomous Agents

    Robert Cohn, Edmund Durfee, Satinder Singh

    1102

    PDF
  • Complete Information Pursuit Evasion in Polygonal Environments

    Kyle Klein, Subhash Suri

    1120

    PDF
  • Learning Dimensional Descent for Optimal Motion Planning in High-dimensional Spaces

    Paul Vernaza, Daniel Lee

    1126

    PDF
  • Online Graph Pruning for Pathfinding On Grid Maps

    Daniel Harabor, Alban Grastien

    1114

    PDF
  • Multiagent Patrol Generalized to Complex Environmental Conditions

    Noa Agmon, Daniel Urieli, Peter Stone

    1090

    PDF

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