Presentations and Authors


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Frontmatter

AAAI Organization PDF
Carol Hamilton
Conference Committees PDF
Carol Hamilton
Awards PDF
Carol Hamilton
Sponsors PDF
Carol Hamilton
AAAI-13 Preface PDF
Marie des Jardins, Michael Littman
IAAI-13 Preface PDF
Hector Munoz-Avila, David Stracuzzi
EAAI-13 Preface PDF
Laura E. Brown, David Kauchak
Invited Talks PDF
Carol Hamilton

Main Technical Papers

Sensitivity of Diffusion Dynamics to Network Uncertainty PDF
Abhijin Adiga, Chris Kuhlman, Henning Mortveit, Anil Kumar S Vullikanti
A Morphogenetically Assisted Design Variation Tool PDF
Aaron Adler, Fusun Yaman, Jacob Beal, Jeffrey Cleveland, Hala Mostafa, Annan Mozeika
Truncated Incremental Search: Faster Replanning by Exploiting Suboptimality PDF
Sandip Aine, Maxim Likhachev
Interdependent Multi-Issue Negotiation for Energy Exchange in Remote Communities PDF
Muddasser Alam, Alex Rogers, Sarvapali D Ramchurn
Multi-Cycle Query Caching in Agent Programming PDF
Natasha Alechina, Tristan Behrens, Mehdi Dastani, Koen Hindriks, Jomi Hubner, Brian Logan, Hai Nguyen, Marc van Zee
Bundling Attacks in Judgment Aggregation PDF
Noga Alon, Dvir Falik, Reshef Meir, Moshe Tennenholtz
A Pattern Matching Based Model for Implicit Opinion Question Identification PDF
Hadi Amiri, Zheng-Jun Zha, Tat-Seng Chua
Fast Equilibrium Computation for Infinitely Repeated Games PDF
Garrett Andersen, Vincent Conitzer
On the Social Welfare of Mechanisms for Repeated Batch Matching PDF
Elliot Anshelevich, Meenal Chhabra, Sanmay Das, Matthew Gerrior
Equilibria of Online Scheduling Algorithms PDF
Itai Ashlagi, Brendan Lucier, Moshe Tennenholtz
Ties Matter: Complexity of Manipulation when Tie-Breaking with a Random Vote PDF
Haris Aziz, Serge Gaspers, Nicholas Mattei, Nina Narodytska, Toby Walsh
Optimal Coalition Structure Generation in Cooperative Graph Games PDF
Yoram Bachrach, Pushmeet Kohli, Vladimir Kolmogorov, Morteza Zadimoghaddam
Pruning for Monte Carlo Distributed Reinforcement Learning in Decentralized POMDPs PDF
Bikramjit Banerjee
Causal Transportability with Limited Experiments PDF
Elias Bareinboim, Judea Pearl
Teamwork with Limited Knowledge of Teammates PDF
Samuel Barrett, Peter Stone, Sarit Kraus, Avi Rosenfeld
Teaching Classification Boundaries to Humans PDF
Sumit Basu, Janara Christensen
Social Rankings in Human-Computer Committees PDF
Moshe Bitan, Ya’akov Gal, Sarit Kraus, Elad Dokow, Amos Azaria
Decoupling the Multiagent Disjunctive Temporal Problem PDF
James Calvin Boerkoel Jr., Edmund H. Durfee
Qualitative Planning under Partial Observability in Multi-Agent Domains PDF
Ronen Brafman, Guy Shani, Shlomo Zilberstein
How Bad Is Selfish Voting? PDF
Simina Branzei, Ioannis Caragiannis, Jamie Morgenstern, Ariel D. Procaccia
Improving WalkSAT for Random k-Satisfiability Problem with k > 3 PDF
Shaowei Cai, Kaile Su, Chuan Luo
A Kernel Density Estimate-Based Approach to Component Goodness Modeling PDF
Nuno Cardoso, Rui Abreu
Instructor Rating Markets PDF
Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail, Yonatan Naamad
Uncorrelated Lasso PDF
Si-Bao Chen, Chris Ding, Bin Luo, Ying Xie
Goal-Oriented Euclidean Heuristics with Manifold Learning PDF
Wenlin Chen, Yixin Chen, Kilian Weinberger, Qiang Lu, Xiaoping Chen
From Interest to Function: Location Estimation in Social Media PDF
Yan Chen, Jichang Zhao, Xia Hu, Xiaoming Zhang, Zhoujun Li, Tat-Seng Chua
Dynamic Minimization of Sentential Decision Diagrams PDF
Arthur Choi, Adnan Darwiche
Timelines with Temporal Uncertainty PDF
Alessandro Cimatti, Andrea Micheli, Marco Roveri
Online Lazy Updates for Portfolio Selection with Transaction Costs PDF
Puja Das, Nicholas Johnson, Arindam Banerjee
Assumption-Based Planning: Generating Plans and Explanations under Incomplete Knowledge PDF
Sammy Davis-Mendelow, Jorge A. Baier, Sheila McIlraith
Complexity of Inferences in Polytree-shaped Semi-Qualitative Probabilistic Networks PDF
Cassio Polpo de Campos, Fabio Gagliardi Cozman
Parameterized Complexity Results for Plan Reuse PDF
Ronald de Haan, Anna Roubickova, Stefan Szeider
Multi-Armed Bandit with Budget Constraint and Variable Costs PDF
Wenkui Ding, Tao Qin, Xu-Dong Zhang, Tie-Yan Liu
The Automated Acquisition of Suggestions from Tweets PDF
Li Dong, Furu Wei, Yajuan Duan, Xiaohua Liu, Ming Zhou, Ke Xu
A Maximum K-Min Approach for Classification PDF
Mingzhi Dong, Liang Yin, Weihong Deng, Li Shang, Jun Guo, Honggang Zhang
HC-Search: Learning Heuristics and Cost Functions for Structured Prediction PDF
Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli
SMILe: Shuffled Multiple-Instance Learning PDF
Gary Doran, Soumya Ray
Liberal Safety for Answer Set Programs with External Sources PDF
Thomas Eiter, Michael Fink, Thomas Krennwallner, Christoph Redl
Posted Prices Exchange for Display Advertising Contracts PDF
Yagil Engel, Moshe Tennenholtz
Computational Aspects of Nearly Single-Peaked Electorates PDF
Gábor Erdélyi, Martin Lackner, Andreas Pfandler
A General Formal Framework for Pathfinding Problems with Multiple Agents PDF
Esra Erdem, Doga Gizem Kisa, Umut Oztok, Peter Schüller
Abstract Preference Frameworks — a Unifying Perspective on Separability and Strong Equivalence PDF
Wolfgang Faber, Mirosław Truszczyński, Stefan Woltran
Multiagent Knowledge and Belief Change in the Situation Calculus PDF
Liangda Fang, Yongmei Liu
The Cascade Auction — A Mechanism for Deterring Collusion in Auctions PDF
Uriel Feige, Gil Kalai, Moshe Tennenholz
Backdoors to Normality for Disjunctive Logic Programs PDF
Johannes Klaus Fichte, Stefan Szeider
Automatic Identification of Conceptual Metaphors With Limited Knowledge PDF
Lisa Gandy, Nadji Allan, Mark Atallah, Ophir Frieder, Newton Howard, Sergey Kanareykin, Moshe Koppel, Mark Last, Yair Neuman, Shlomo Argamon
Efficient Evolutionary Dynamics with Extensive-Form Games PDF
Nicola Gatti, Fabio Panozzo, Marcello Restelli
Algorithms for Strong Nash Equilibrium with More than Two Agents PDF
Nicola Gatti, Marco Rocco, Tuomas Sandholm
Domain-Specific Heuristics in Answer Set Programming PDF
Martin Gebser, Benjamin Kaufmann, Javier Romero, Ramón Otero, Torsten Schaub, Philipp Wanko
Vesselness Features and the Inverse Compositional AAM for Robust Face Recognition Using Thermal IR PDF
Reza Shija Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague
On Power-Law Kernels, Corresponding Reproducing Kernel Hilbert Space and Applications PDF
Debarghya Ghoshdastidar, Ambedkar Dukkipati
Formalizing Hierarchical Clustering as Integer Linear Programming PDF
Sean Gilpin, Siegried Nijssen, Ian Davidson
Radial Restraint: A Semantically Clean Approach to Bounded Rationality for Logic Programs PDF
Benjamin Nathan Grosof, Terrance Swift
Convex Subspace Representation Learning from Multi-View Data PDF
Yuhong Guo
Reduce and Re-Lift: Bootstrapped Lifted Likelihood Maximization for MAP PDF
Fabian Hadiji, Kristian Kersting
Search More, Disclose Less PDF
Chen Hajaj, Noam Hazon, David Sarne, Avshalom Elmalech
External Memory Best-First Search for Multiple Sequence Alignment PDF
Matthew Hatem, Wheeler Ruml
Gradient Networks: Explicit Shape Matching Without Extracting Edges PDF
Edward Hsiao, Martial Hebert
Robust Discrete Matrix Completion PDF
Jin Huang, Feiping Nie, Heng Huang
Spectral Rotation versus K-Means in Spectral Clustering PDF
Jin Huang, Feiping Nie, Heng Huang
Supervised and Projected Sparse Coding for Image Classification PDF
Jin Huang, Feiping Nie, Heng Huang, Chris Ding
Unsupervised Cluster Matching via Probabilistic Latent Variable Models PDF
Tomoharu Iwata, Tsutomu Hirao, Naonori Ueda
Strategic Behavior when Allocating Indivisible Goods Sequentially PDF
Thomas Kalinowski, Nina Narodytska, Toby Walsh, Lirong Xia
On the Subexponential Time Complexity of CSP PDF
Iyad Kanj, Stefan Szeider
Improving the Performance of Consistency Algorithms by Localizing and Bolstering Propagation in a Tree Decomposition PDF
Shant Karakashian, Robert J. Woodward, Berthe Y. Choueiry
Data-Parallel Computing Meets STRIPS PDF
Erez Karpas, Tomer Sagi, Carmel Domshlak, Avigdor Gal, Avi Mendelson, Moshe Tennenholtz
Resolution and Parallelizability: Barriers to the Efficient Parallelization of SAT Solvers PDF
George Katsirelos, Ashish Sabharwal, Horst Samulowitz, Laurent Simon
Red-Black Relaxed Plan Heuristics PDF
Michael Katz, Joerg Hoffmann, Carmel Domshlak
Incremental Learning Framework for Indoor Scene Recognition PDF
Aram Kawewong, Rapeeporn Pimup, Osamu Hasegawa
A Fast Pairwise Heuristic for Planning under Uncertainty PDF
Koosha Khalvati, Alan Mackworth
Joint Extraction and Labeling via Graph Propagation for Dictionary Construction PDF
Doo Soon Kim, Kunal Verma, Peter Z. Yeh
Walking on Minimax Paths for k-NN Search PDF
Kye-Hyeon Kim, Seungjin Choi
A Hierarchical Aspect-Sentiment Model for Online Reviews PDF
Suin Kim, Jianwen Zhang, Zheng Chen, Alice Oh, Shixia Liu
Answering Counting Aggregate Queries over Ontologies of the DL-Lite Family PDF
Egor V. Kostylev, Juan L. Reutter
Generating Natural-Language Video Descriptions Using Text-Mined Knowledge PDF
Niveda Krishnamoorthy, Girish Malkarnenkar, Raymond Mooney, Kate Saenko, Sergio Guadarrama
Simple Temporal Problems with Taboo Regions PDF
T. K. Satish Kumar, Marcello Cirillo, Sven Koenig
How to Cut a Cake Before the Party Ends PDF
David Kurokawa, John K. Lai, Ariel D. Procaccia
Composition Games for Distributed Systems: The EU Grant Games PDF
Shay Kutten, Ron Lavi, Amitabh Trehan
Structured Kernel-Based Reinforcement Learning PDF
Branislav Kveton, Georgios Theocharous
Extending STR to a Higher-Order Consistency PDF
Christophe Lecoutre, Anastasia Paparrizou, Kostas Stergiou
m-Transportability: Transportability of a Causal Effect from Multiple Environments PDF
Sanghack Lee, Vasant Honavar
Solving Security Games on Graphs via Marginal Probabilities PDF
Joshua Letchford, Vincent Conitzer
Story Generation with Crowdsourced Plot Graphs PDF
Boyang Li, Stephen Lee-Urban, George Johnston, Mark Riedl
An Extended GHKM Algorithm for Inducing Lambda-SCFG PDF
Peng Li, Yang Liu, Maosong Sun
Reasoning about Saturated Conditional Independence Under Uncertainty: Axioms, Algorithms, and Levesque's Situations to the Rescue PDF
Sebastian Link
Large-Scale Hierarchical Classification via Stochastic Perceptron PDF
Dehua Liu, Bojun Tu, Hui Qian, Zhihua Zhang
Reciprocal Hash Tables for Nearest Neighbor Search PDF
Xianglong Liu, Junfeng He, Bo Lang
A Generalized Student-t Based Approach to Mixed-Type Anomaly Detection PDF
Yen-Cheng Lu, Feng Chen, Yang Chen, Chang-Tien Lu
Unified Constraint Propagation on Multi-View Data PDF
Zhiwu Lu, Yuxin Peng
Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification PDF
Yong Luo, Dacheng Tao, Chang Xu, Dongchen Li, Chao Xu
Basis Adaptation for Sparse Nonlinear Reinforcement Learning PDF
Sridhar Mahadevan, Stephen Giguere, Nicholas Jacek
Integrating Programming by Example and Natural Language Programming PDF
Mehdi H. Manshadi, Daniel Gildea, James F. Allen
A Framework for Aggregating Influenced CP-Nets and its Resistance to Bribery PDF
Alberto Maran, Nicolas Maudet, Maria Silvia Pini, Francesca Rossi, Kristen Brent Venable
Automating Collusion Detection in Sequential Games PDF
Parisa Mazrooei, Christopher Archibald, Michael Bowling
On the Value of Using Group Discounts under Price Competition PDF
Reshef Meir, Tyler Lu, Moshe Tennenholtz, Craig Boutilier
Bounding the Cost of Stability in Games over Interaction Networks PDF
Reshef Meir, Yair Zick, Edith Elkind, Jeffrey S Rosenschein
A First-Order Formalization of Commitments and Goals for Planning PDF
Felipe Meneguzzi, Pankaj R. Telang, Munindar P. Singh
A Cyclic Weighted Median Method for L1 Low-Rank Matrix Factorization with Missing Entries PDF
Deyu Meng, Zongben Xu, Lei Zhang, Ji Zhao
From Semantic to Emotional Space in Probabilistic Sense Sentiment Analysis PDF
Mitra Mohtarami, Man Lan, Chew Lim Tan
Analyzing the Effectiveness of Adversary Modeling in Security Games PDF
Thanh Hong Nguyen, Rong Yang, Amos Azaria, Sarit Kraus, Milind Tambe
Symmetry-Aware Marginal Density Estimation PDF
Mathias Niepert
Cost-Optimal Planning by Self-Interested Agents PDF
Raz Nissim, Ronen I. Brafman
RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models PDF
Jan Noessner, Mathias Niepert, Heiner Stuckenschmidt
Mixed Observability Predictive State Representations PDF
Sylvie C. W. Ong, Yuri Grinberg, Joelle Pineau
Discovering Hierarchical Structure for Sources and Entities PDF
Aditya Pal, Nilesh Dalvi, Kedar Bellare
Rank Aggregation via Low-Rank and Structured-Sparse Decomposition PDF
Yan Pan, Hanjiang Lai, Cong Liu, Yong Tang, Shuicheng Yan
Dynamic Social Choice with Evolving Preferences PDF
David C. Parkes, Ariel D. Procaccia
PAC Optimal Exploration in Continuous Space Markov Decision Processes PDF
Jason Pazis, Ronald Parr
Sample Complexity and Performance Bounds for Non-Parametric Approximate Linear Programming PDF
Jason Pazis, Ronald Parr
An Agent Design for Repeated Negotiation and Information Revelation with People PDF
Noam Peled, Ya'akov (Kobi) Gal, Sarit Kraus
Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition PDF
Houwen Peng, Bing Li, Rongrong Ji, Weiming Hu, Weihua Xiong, Congyan Lang
Bribery in Voting With Soft Constraints PDF
Maria Silvia Pini, Francesca Rossi, Kristen Brent Venable
Progression of Decomposed Situation Calculus Theories PDF
Denis Ponomaryov, Mikhail Soutchanski
Partial MUS Enumeration PDF
Alessandro Previti, Joao Marques-Silva
Multiagent Learning with a Noisy Global Reward Signal PDF
Scott Proper, Kagan Tumer
A Robust Bayesian Truth Serum for Non-Binary Signals PDF
Goran Radanovic, Boi Faltings
Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs PDF
Kosta Ristovski, Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic
Information Sharing Under Costly Communication in Joint Exploration PDF
Igor Rochlin, David Sarne
Enforcing Meter in Finite-Length Markov Sequences PDF
Pierre Roy, Francois Pachet
Active Task Selection for Lifelong Machine Learning PDF
Paul Ruvolo, Eric Eaton
Optimizing Objective Function Parameters for Strength in Computer Game-Playing PDF
Yoshikuni Sato, Makoto Miwa, Shogo Takeuchi, Daisuke Takahashi
Mixed Heuristic Local Search for Protein Structure Prediction PDF
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
Hypothesis Exploration for Malware Detection Using Planning PDF
Shirin Sohrabi, Octavian Udrea, Anton Riabov
Filtering With Logic Programs and Its Application to General Game Playing PDF
Michael Thielscher
GiSS: Combining Gibbs Sampling and SampleSearch for Inference in Mixed Probabilistic and Deterministic Graphical Models PDF
Deepak Venugopal, Vibhav Gogate
Guiding Scientific Discovery with Explanations Using DEMUD PDF
Kiri L. Wagstaff, Nina L. Lanza, David R. Thompson, Thomas G. Dietterich, Martha S Gilmore
Multiscale Manifold Learning PDF
Chang Wang, Sridhar Mahadevan
Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers PDF
Mengqiu Wang, Wanxiang Che, Christopher D. Manning
Sparse Multi-Task Learning for Detecting Influential Nodes in an Implicit Diffusion Network PDF
Yingze Wang, Guang Xiang, Shi-Kuo Chang
Ranking Scientific Articles by Exploiting Citations, Authors, Journals, and Time Information PDF
Yujing Wang, Yunhai Tong, Ming Zeng
Greedy or Not? Best Improving versus First Improving Stochastic Local Search for MAXSAT PDF
Darrell Whitley, Adele Howe, Doug Hains
Grounding Natural Language References to Unvisited and Hypothetical Locations PDF
Thomas Emrys Williams, Rehj Cantrell, Gordon Briggs, Paul Schermerhorn, Matthias Scheutz
Robust Bidirectional Search via Heuristic Improvement PDF
Christopher Makoto Wilt, Wheeler Ruml
Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint PDF
Fei Wu, Xu Tan, Yi Yang, Dacheng Tao, Siliang Tang, Yueting Zhuang
Lazy Gaussian Process Committee for Real-Time Online Regression PDF
Han Xiao, Claudia Eckert
A Topic-Based Coherence Model for Statistical Machine Translation PDF
Deyi Xiong, Min Zhang
Towards Cohesive Anomaly Mining PDF
Yun Xiong, Yangyong Zhu, Philip S. Yu, Jian Pei
Learning Integrated Symbolic and Continuous Action Models for Continuous Domains PDF
Joseph Zhen Ying Xu, John E. Laird
Multi-Label Learning with PRO Loss PDF
Miao Xu, Yu-Feng Li, Zhi-Hua Zhou
Temporal Milestones in HTNs PDF
Fusun Yaman, Brett Benyo, Alice M. Mulvehill
Joint Object and Pose Recognition Using Homeomorphic Manifold Analysis PDF
Haopeng Zhang, Tarek El-Gaaly, Ahmed Elgammal, Zhiguo Jiang
Automated Workflow Synthesis PDF
Haoqi Zhang, Eric Horvitz, David C. Parkes
A Concave Conjugate Approach for Nonconvex Penalized Regression with the MCP Penalty PDF
Shubao Zhang, Hui Qian, Wei Chen, Zhihua Zhang
Smart Multi-Task Bregman Clustering and Multi-Task Kernel Clustering PDF
Xianchao Zhang, Xiaotong Zhang
A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data PDF
Qibin Zhao, Liqing Zhang, Andrzej Cichocki
Time-Dependent Trajectory Regression on Road Networks via Multi-Task Learning PDF
Jiangchuan Zheng, Lionel M. Ni
Clustering with Complex Constraints — Algorithms and Applications PDF
Weifeng Zhi, Xiang Wang, Buyue Qian, Patrick Butler, Naren Ramakrishnan, Ian Davidson
Video Saliency Detection via Dynamic Consistent Spatio-Temporal Attention Modelling PDF
Sheng-hua Zhong, Yan Liu, Feifei Ren, Jinghuan Zhang, Tongwei Ren
Supervised Coupled Dictionary Learning with Group Structures for Multi-modal Retrieval PDF
Yue Ting Zhuang, Yan Fei Wang, Fei Wu, Yin Zhang, Wei Ming Lu
Model-Lite Case-Based Planning PDF
Hankz Hankui Zhuo, Tuan Nguyen, Subbarao Kambhampati

Artificial Intelligence and the Web Special Track

Preventing Unraveling in Social Networks Gets Harder PDF
Rajesh Hemant Chitnis, Fedor V. Fomin, Petr A. Golovach
Not Quite the Same: Identity Constraints for the Web of Linked Data PDF
Gerard de Melo
Learning to Rank Effective Paraphrases from Query Logs for Community Question Answering PDF
Alejandro Figueroa, Guenter Neumann
Fast and Exact Top-k Algorithm for PageRank PDF
Yasuhiro Fujiwara, Makoto Nakatsuji, Hiroaki Shiokawa, Takeshi Mishima, Makoto Onizuka
Understanding and Predicting Interestingness of Videos PDF
Yu-Gang Jiang, Yanran Wang, Rui Feng, Xiangyang Xue, Yingbin Zheng, Hanfang Yang
Clustering Crowds PDF
Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima
LA-CTR: A Limited Attention Collaborative Topic Regression for Social Media PDF
Jeon-Hyung Kang, Kristina Lerman
A Fast Bandit Algorithm for Recommendation to Users With Heterogenous Tastes PDF
Pushmeet Kohli, Mahyar Salek, Greg Stoddard
Better Human Computation Through Principled Voting PDF
Andrew Mao, Ariel D. Procaccia, Yiling Chen
Exploring the Contribution of Unlabeled Data in Financial Sentiment Analysis PDF
Jimmy SJ. Ren, Wei Wang, Jiawei Wang, Stephen Liao
Hotspotting — A Probabilistic Graphical Model For Image Object Localization Through Crowdsourcing PDF
Mahyar Salek, Yoram Bachrach, Peter Key
OpenEval: Web Information Query Evaluation PDF
Mehdi Samadi, Manuela Veloso, Manuel Blum
Fast Algorithm for Modularity-Based Graph Clustering PDF
Hiroaki Shiokawa, Yasuhiro Fujiwara, Makoto Onizuka
Introducing Nominals to the Combined Query Answering Approaches for EL PDF
Giorgio Stefanoni, Boris Motik, Ian Horrocks
TONIC: Target Oriented Network Intelligence Collection for the Social Web PDF
Roni Tzvi Stern, Liron Samama, Rami Puzis, Tal Beja, Zahy Bnaya, Ariel Felner
The Effects of Performance-Contingent Financial Incentives in Online Labor Markets PDF
Ming Yin, Yiling Chen, Yu-An Sun
Heterogeneous Metric Learning with Joint Graph Regularization for Cross-Media Retrieval PDF
Xiaohua Zhai, Yuxin Peng, Jianguo Xiao
Active Transfer Learning for Cross-System Recommendation PDF
Lili Zhao, Sinno Jialin Pan, Evan Wei Xiang, Erheng Zhong, Zhongqi Lu, Qiang Yang

Cognitive Systems Special Track

A Hybrid Architectural Approach to Understanding and Appropriately Generating Indirect Speech Acts PDF
Gordon Michael Briggs, Matthias Scheutz
An Agent Model for the Appraisal of Normative Events Based in In-Group and Out-Group Relations PDF
Nuno Ferreira, Samuel Mascarenhas, Ana Paiva, Gennaro Di Tosto, Frank Dignum, John Mc Breen, Nick Degens, Gert Jan Hofstede, Giulia Andrighetto, Rosaria Conte
Learning to Efficiently Pursue Communication Goals on the Web with the GOSMR Architecture PDF
Kevin Gold
Preemptive Strategies for Overcoming the Forgetting of Goals PDF
Justin Li, John Laird
SALL-E: Situated Agent for Language Learning PDF
Ian Perera, James F. Allen
Automatic Extraction of Efficient Axiom Sets from Large Knowledge Bases PDF
Abhishek Sharma, Kenneth D. Forbus
Graph Traversal Methods for Reasoning in Large Knowledge-Based Systems PDF
Abhishek Sharma, Kenneth D. Forbus

Computational Sustainability and AI Special Track

Agent Cooperatives for Effective Power Consumption Shifting PDF
Charilaos Akasiadis, Georgios Chalkiadakis
PAC Optimal Planning for Invasive Species Management: Improved Exploration for Reinforcement Learning from Simulator-Defined MDPs PDF
Thomas G. Dietterich, Majid Alkaee Taleghan, Mark Crowley
Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application PDF
James H. Faghmous, Muhammed Uluyol, Luke Styles, Matthew Le, Varun Mithal, Shyam Boriah, Vipin Kumar
Adaptive Spatio-Temporal Exploratory Models: Hemisphere-wide species distributions from massively crowdsourced eBird data PDF
Daniel Fink, Theodoros Damoulas, Jaimin Dave
Online Optimization with Dynamic Temporal Uncertainty: Incorporating Short Term Predictions for Renewable Integration in Intelligent Energy Systems PDF
Vikas Garg, T. S. Jayram, Balakrishnan Narayanaswamy
Autonomous Agents in Future Energy Markets: The 2012 Power Trading Agent Competition PDF
Wolfgang Ketter, Markus Peters, John Collins
Robust Network Design For Multispecies Conservation PDF
Ronan Le Bras, Bistra Dilkina, Yexiang Xue, Carla Gomes, Kevin McKelvey, Michael Schwartz, Claire Montgomery
Negotiated Learning for Smart Grid Agents: Entity Selection based on Dynamic Partially Observable Features PDF
Prashant P. Reddy, Manuela M. Veloso
A Tractable Leader-Follower MDP Model for Animal Disease Management PDF
Régis Sabbadin, Anne-France Viet
A Temporal Motif Mining Approach to Unsupervised Energy Disaggregation: Applications to Residential and Commercial Buildings PDF
Huijuan Shao, Manish Marwah, Naren Ramakrishnan
Approximate Bayesian Inference for Reconstructing Velocities of Migrating Birds from Weather Radar PDF
Daniel Sheldon, Andrew Farnsworth, Jed W. Irvine, Benjamin Van Doren, Kevin F. Webb, Thomas G. Dietterich, Steve Kelling
Enabling E-Mobility: Facility Location for Battery Loading Stations PDF
Sabine Storandt, Stefab Funke
Model Predictive Control with Uncertainty in Human Driven Systems PDF
Alexander David Styler, Illah Reza Nourbakhsh
Resource Sharing for Control of Wildland Fires PDF
Alan Tsang, Kate Larson, Rob McAlpine
Multiagent Coordination for Energy Consumption Scheduling in Consumer Cooperatives PDF
Andreas Veit, Ying Xu, Ronghuo Zheng, Nilanjan Chakraborty, Katia Sycara
Large Landscape Conservation — Synthetic and Real-World Datasets PDF
Bistra Dilkina, Katherine Lai, Ronan Le Bras, Yexiang Xue, Carla Gomes, Ashish Sabharwal, Jordan Suter, Kevin McKelvey, Michael Schwartz, Claire Montgomery

Robotics Special Track

Bayesian Nonparametric Multi-Optima Policy Search in Reinforcement Learning PDF
Danilo Bruno, Sylvain Calinon, Darwin G. Caldwell
Multi-Target Detection and Recognition by UAVs Using Online POMDPs PDF
Caroline P. Carvalho Chanel, Florent Teichteil-Königsbuch, Charles Lesire
A Simple, but NP-Hard, Motion Planning Problem PDF
Lawrence H. Erickson, Steven M. LaValle
Inferring Robot Task Plans from Human Team Meetings: A Generative Modeling Approach with Logic-Based Prior PDF
Been Kim, Caleb Chacha, Julie Shah
Data-Efficient Generalization of Robot Skills with Contextual Policy Search PDF
Andras Gabor Kupcsik, Marc Peter Deisenroth, Jan Peters, Gerhard Neumann
GSMDPs for Multi-Robot Sequential Decision-Making PDF
João Vicente Messias, Matthijs Spaan, Pedro Lima
Robot Motion Planning with Dynamics as Hybrid Search PDF
Erion Plaku
Learning Collaborative Impedance-Based Robot Behaviors PDF
Leonel Dario Rozo, Sylvain Calinon, Darwin Caldwell, Pablo Jimenez, Carme Torras
Compact RGBD Surface Models Based on Sparse Coding PDF
Michael Ruhnke, Liefeng Bo, Dieter Fox, Wolfram Burgard
Open-Loop Planning in Large-Scale Stochastic Domains PDF
Ari Weinstein, Michael L. Littman
Structure and Intractability of Optimal Multi-Robot Path Planning on Graphs PDF
Jingjin Yu, Steven M. LaValle

Pre-PhD Student Abstracts

Advice Provision in Multiple Prospect Selection Problems PDF
Amos Azaria, Sarit Kraus
A Maximum K-Min Approach for Classification PDF
Mingzhi Dong, Liang Yin
Does One-Against-All or One-Against-One Improve the Performance of Multiclass Classifications? PDF
Robert Kyle Eichelberger, Victor S. Sheng
Selecting the Appropriate Consistency Algorithm for CSPs Using Machine Learning Classifiers PDF
Daniel J. Geschwender, Shant Karakashian, Robert J. Woodward, Berthe Y. Choueiry, Stephen D. Scott
A Mediation Mechanism for Automated Negotiating Agents Whose Utility Changes over Time PDF
Keisuke Hara, Takayuki Ito
The Role of Complex Network Dynamics in the Emergence of Multiagent Coalition PDF
Mohammad Rashedul Hasan, Anita Raja
Phase Transition and Network Structure in Realistic SAT Problems PDF
Soumya C. Kambhampati, Thomas Liu
Locate the Hate: Detecting Tweets against Blacks PDF
Irene Kwok, Yuzhou Wang
Hybrid Model-Based Diagnosis of Web Service Compositions PDF
Zhichun Jia, Rong Chen
Crowd Formalization of Action Conditions PDF
Walter Stephen Lasecki, Leon Weingard, Jefffrey Philip Bigham, George Ferguson
Trading Space for Time in Grid-Based Path Finding PDF
William Lee, Ramon Lawrence
Online Group Feature Selection from Feature Streams PDF
Haiguang Li, Xindong Wu, Zhao Li, Wei Ding
Making Simple Tabular ReductionWorks on Negative Table Constraints PDF
Hongbo Li, Yanchun Liang, Jinsong Guo, Zhanshan Li
Subchloroplast Location Prediction via Homolog Knowledge Transfer and Feature Selection PDF
Xiaomei Li, Xindong Wu, Gongqing Wu, Xuegang Hu
An Effective Approach for Imbalanced Classification: Unevenly Balanced Bagging PDF
Guohua Liang, Anthony G. Cohn
A First-Order Logic Based Framework for Verifying Simulations PDF
Hui Meen Nyew, Nilufer Onder, Soner Onder, Zhenlin Wang
Concurrent Reasoning with Inference Graphs PDF
Daniel R. Schlegel, Stuart C. Shapiro
Simplified Lattice Models for Protein Structure Prediction: How Good Are They? PDF
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
Graphical Model-Based Learning in High Dimensional Feature Spaces PDF
Zhao Song, Yuke Zhu
On a Noun-Driven Syntactic Paradigm PDF
Lauren M. Stuart
Empirical Comparison of Multi-Label Classification Algorithms PDF
Clifford Tawiah, Victor Sheng
WordNet Based Multi-Way Concept Hierarchy Construction from Text Corpus PDF
Ding Tu, Ling Chen, Gencai Chen
Personalized Recommendation Based on Co-Ranking and Query-Based Collaborative Diffusion PDF
Xiao Yang, Zhaoxin Zhang, Qiang Wang
Imbalanced Multiple Noisy Labeling for Supervised Learning PDF
Jing Zhang, Xindong Wu, Victor Shengli Sheng
Planning with Multi-Valued Landmarks PDF
Lei Zhang, Chong-Jun Wang, Jun Wu, Meilin Liu, Jun-Yuan Xie

AAAI-SIGART Doctoral Consortium

Understanding Descriptions of Visual Scenes Using Graph Grammars PDF
Daniel Bauer
Artificial Conversational Companions PDF
Sviatlana Danilava
Distribution Kernel Methods for Multiple-Instance Learning PDF
Gary Doran
Backdoors to Tractability of Answer-Set Programming PDF
Johannes Klaus Fichte
An Optimal Task Assignment Policy and Performance Diagnosis Strategy for Heterogeneous Hadoop Cluster PDF
Shekhar Gupta
Creating Model-Based Adaptive Environments Using Game-Specific and Game-Independent Analytics PDF
Brent Edward Harrison
Heuristic Search for Large Problems with Real Costs PDF
Matthew Hatem
Crowdsourcing for Deployable Intelligent Systems PDF
Walter Stephen Lasecki
Multiagent Stochastic Planning With Bayesian Policy Recognition PDF
Alessandro Panella
Efficient Algorithms for Strong Local Consistencies in Constraint Satisfaction Problems PDF
Anastasia Paparrizou
Optimization of Heterogeneous Computing Resources for Robotic Mapping PDF
Adrian Ratter
The Wisdom of Crowds in Bioinformatics: What Can We Learn (and Gain) from Ensemble Predictions? PDF
Mariana Recamonde Mendoza, Ana Lúcia C. Bazzan
Concurrent Inference Graphs PDF
Daniel R. Schlegel
Multi-Strategy Learning of Robotic Behaviours via Qualitative Reasoning PDF
Timothy Wiley
Steps Towards a Science of Heuristic Search PDF
Christopher Makoto Wilt
Tools for Preference Reasoning PDF
Ying Zhu


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