Frontmatter
AAAI Organization | |
Carol Hamilton |
Conference Committees | |
Carol Hamilton |
Awards | |
Carol Hamilton |
Sponsors | |
Carol Hamilton |
AAAI-13 Preface | |
Marie des Jardins, Michael Littman |
IAAI-13 Preface | |
Hector Munoz-Avila, David Stracuzzi |
EAAI-13 Preface | |
Laura E. Brown, David Kauchak |
Invited Talks | |
Carol Hamilton |
Main Technical Papers
Sensitivity of Diffusion Dynamics to Network Uncertainty | |
Abhijin Adiga, Chris Kuhlman, Henning Mortveit, Anil Kumar S Vullikanti |
A Morphogenetically Assisted Design Variation Tool | |
Aaron Adler, Fusun Yaman, Jacob Beal, Jeffrey Cleveland, Hala Mostafa, Annan Mozeika |
Truncated Incremental Search: Faster Replanning by Exploiting Suboptimality | |
Sandip Aine, Maxim Likhachev |
Interdependent Multi-Issue Negotiation for Energy Exchange in Remote Communities | |
Muddasser Alam, Alex Rogers, Sarvapali D Ramchurn |
Multi-Cycle Query Caching in Agent Programming | |
Natasha Alechina, Tristan Behrens, Mehdi Dastani, Koen Hindriks, Jomi Hubner, Brian Logan, Hai Nguyen, Marc van Zee |
Bundling Attacks in Judgment Aggregation | |
Noga Alon, Dvir Falik, Reshef Meir, Moshe Tennenholtz |
A Pattern Matching Based Model for Implicit Opinion Question Identification | |
Hadi Amiri, Zheng-Jun Zha, Tat-Seng Chua |
Fast Equilibrium Computation for Infinitely Repeated Games | |
Garrett Andersen, Vincent Conitzer |
On the Social Welfare of Mechanisms for Repeated Batch Matching | |
Elliot Anshelevich, Meenal Chhabra, Sanmay Das, Matthew Gerrior |
Equilibria of Online Scheduling Algorithms | |
Itai Ashlagi, Brendan Lucier, Moshe Tennenholtz |
Ties Matter: Complexity of Manipulation when Tie-Breaking with a Random Vote | |
Haris Aziz, Serge Gaspers, Nicholas Mattei, Nina Narodytska, Toby Walsh |
Optimal Coalition Structure Generation in Cooperative Graph Games | |
Yoram Bachrach, Pushmeet Kohli, Vladimir Kolmogorov, Morteza Zadimoghaddam |
Pruning for Monte Carlo Distributed Reinforcement Learning in Decentralized POMDPs | |
Bikramjit Banerjee |
Causal Transportability with Limited Experiments | |
Elias Bareinboim, Judea Pearl |
Teamwork with Limited Knowledge of Teammates | |
Samuel Barrett, Peter Stone, Sarit Kraus, Avi Rosenfeld |
Teaching Classification Boundaries to Humans | |
Sumit Basu, Janara Christensen |
Social Rankings in Human-Computer Committees | |
Moshe Bitan, Ya’akov Gal, Sarit Kraus, Elad Dokow, Amos Azaria |
Decoupling the Multiagent Disjunctive Temporal Problem | |
James Calvin Boerkoel Jr., Edmund H. Durfee |
Qualitative Planning under Partial Observability in Multi-Agent Domains | |
Ronen Brafman, Guy Shani, Shlomo Zilberstein |
How Bad Is Selfish Voting? | |
Simina Branzei, Ioannis Caragiannis, Jamie Morgenstern, Ariel D. Procaccia |
Improving WalkSAT for Random k-Satisfiability Problem with k > 3 | |
Shaowei Cai, Kaile Su, Chuan Luo |
A Kernel Density Estimate-Based Approach to Component Goodness Modeling | |
Nuno Cardoso, Rui Abreu |
Instructor Rating Markets | |
Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail, Yonatan Naamad |
Uncorrelated Lasso | |
Si-Bao Chen, Chris Ding, Bin Luo, Ying Xie |
Goal-Oriented Euclidean Heuristics with Manifold Learning | |
Wenlin Chen, Yixin Chen, Kilian Weinberger, Qiang Lu, Xiaoping Chen |
From Interest to Function: Location Estimation in Social Media | |
Yan Chen, Jichang Zhao, Xia Hu, Xiaoming Zhang, Zhoujun Li, Tat-Seng Chua |
Dynamic Minimization of Sentential Decision Diagrams | |
Arthur Choi, Adnan Darwiche |
Timelines with Temporal Uncertainty | |
Alessandro Cimatti, Andrea Micheli, Marco Roveri |
Online Lazy Updates for Portfolio Selection with Transaction Costs | |
Puja Das, Nicholas Johnson, Arindam Banerjee |
Assumption-Based Planning: Generating Plans and Explanations under Incomplete Knowledge | |
Sammy Davis-Mendelow, Jorge A. Baier, Sheila McIlraith |
Complexity of Inferences in Polytree-shaped Semi-Qualitative Probabilistic Networks | |
Cassio Polpo de Campos, Fabio Gagliardi Cozman |
Parameterized Complexity Results for Plan Reuse | |
Ronald de Haan, Anna Roubickova, Stefan Szeider |
Multi-Armed Bandit with Budget Constraint and Variable Costs | |
Wenkui Ding, Tao Qin, Xu-Dong Zhang, Tie-Yan Liu |
The Automated Acquisition of Suggestions from Tweets | |
Li Dong, Furu Wei, Yajuan Duan, Xiaohua Liu, Ming Zhou, Ke Xu |
A Maximum K-Min Approach for Classification | |
Mingzhi Dong, Liang Yin, Weihong Deng, Li Shang, Jun Guo, Honggang Zhang |
HC-Search: Learning Heuristics and Cost Functions for Structured Prediction | |
Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli |
SMILe: Shuffled Multiple-Instance Learning | |
Gary Doran, Soumya Ray |
Liberal Safety for Answer Set Programs with External Sources | |
Thomas Eiter, Michael Fink, Thomas Krennwallner, Christoph Redl |
Posted Prices Exchange for Display Advertising Contracts | |
Yagil Engel, Moshe Tennenholtz |
Computational Aspects of Nearly Single-Peaked Electorates | |
Gábor Erdélyi, Martin Lackner, Andreas Pfandler |
A General Formal Framework for Pathfinding Problems with Multiple Agents | |
Esra Erdem, Doga Gizem Kisa, Umut Oztok, Peter Schüller |
Abstract Preference Frameworks — a Unifying Perspective on Separability and Strong Equivalence | |
Wolfgang Faber, Mirosław Truszczyński, Stefan Woltran |
Multiagent Knowledge and Belief Change in the Situation Calculus | |
Liangda Fang, Yongmei Liu |
The Cascade Auction — A Mechanism for Deterring Collusion in Auctions | |
Uriel Feige, Gil Kalai, Moshe Tennenholz |
Backdoors to Normality for Disjunctive Logic Programs | |
Johannes Klaus Fichte, Stefan Szeider |
Automatic Identification of Conceptual Metaphors With Limited Knowledge | |
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 | |
Nicola Gatti, Fabio Panozzo, Marcello Restelli |
Algorithms for Strong Nash Equilibrium with More than Two Agents | |
Nicola Gatti, Marco Rocco, Tuomas Sandholm |
Domain-Specific Heuristics in Answer Set Programming | |
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 | |
Reza Shija Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague |
On Power-Law Kernels, Corresponding Reproducing Kernel Hilbert Space and Applications | |
Debarghya Ghoshdastidar, Ambedkar Dukkipati |
Formalizing Hierarchical Clustering as Integer Linear Programming | |
Sean Gilpin, Siegried Nijssen, Ian Davidson |
Radial Restraint: A Semantically Clean Approach to Bounded Rationality for Logic Programs | |
Benjamin Nathan Grosof, Terrance Swift |
Convex Subspace Representation Learning from Multi-View Data | |
Yuhong Guo |
Reduce and Re-Lift: Bootstrapped Lifted Likelihood Maximization for MAP | |
Fabian Hadiji, Kristian Kersting |
Search More, Disclose Less | |
Chen Hajaj, Noam Hazon, David Sarne, Avshalom Elmalech |
External Memory Best-First Search for Multiple Sequence Alignment | |
Matthew Hatem, Wheeler Ruml |
Gradient Networks: Explicit Shape Matching Without Extracting Edges | |
Edward Hsiao, Martial Hebert |
Robust Discrete Matrix Completion | |
Jin Huang, Feiping Nie, Heng Huang |
Spectral Rotation versus K-Means in Spectral Clustering | |
Jin Huang, Feiping Nie, Heng Huang |
Supervised and Projected Sparse Coding for Image Classification | |
Jin Huang, Feiping Nie, Heng Huang, Chris Ding |
Unsupervised Cluster Matching via Probabilistic Latent Variable Models | |
Tomoharu Iwata, Tsutomu Hirao, Naonori Ueda |
Strategic Behavior when Allocating Indivisible Goods Sequentially | |
Thomas Kalinowski, Nina Narodytska, Toby Walsh, Lirong Xia |
On the Subexponential Time Complexity of CSP | |
Iyad Kanj, Stefan Szeider |
Improving the Performance of Consistency Algorithms by Localizing and Bolstering Propagation in a Tree Decomposition | |
Shant Karakashian, Robert J. Woodward, Berthe Y. Choueiry |
Data-Parallel Computing Meets STRIPS | |
Erez Karpas, Tomer Sagi, Carmel Domshlak, Avigdor Gal, Avi Mendelson, Moshe Tennenholtz |
Resolution and Parallelizability: Barriers to the Efficient Parallelization of SAT Solvers | |
George Katsirelos, Ashish Sabharwal, Horst Samulowitz, Laurent Simon |
Red-Black Relaxed Plan Heuristics | |
Michael Katz, Joerg Hoffmann, Carmel Domshlak |
Incremental Learning Framework for Indoor Scene Recognition | |
Aram Kawewong, Rapeeporn Pimup, Osamu Hasegawa |
A Fast Pairwise Heuristic for Planning under Uncertainty | |
Koosha Khalvati, Alan Mackworth |
Joint Extraction and Labeling via Graph Propagation for Dictionary Construction | |
Doo Soon Kim, Kunal Verma, Peter Z. Yeh |
Walking on Minimax Paths for k-NN Search | |
Kye-Hyeon Kim, Seungjin Choi |
A Hierarchical Aspect-Sentiment Model for Online Reviews | |
Suin Kim, Jianwen Zhang, Zheng Chen, Alice Oh, Shixia Liu |
Answering Counting Aggregate Queries over Ontologies of the DL-Lite Family | |
Egor V. Kostylev, Juan L. Reutter |
Generating Natural-Language Video Descriptions Using Text-Mined Knowledge | |
Niveda Krishnamoorthy, Girish Malkarnenkar, Raymond Mooney, Kate Saenko, Sergio Guadarrama |
Simple Temporal Problems with Taboo Regions | |
T. K. Satish Kumar, Marcello Cirillo, Sven Koenig |
How to Cut a Cake Before the Party Ends | |
David Kurokawa, John K. Lai, Ariel D. Procaccia |
Composition Games for Distributed Systems: The EU Grant Games | |
Shay Kutten, Ron Lavi, Amitabh Trehan |
Structured Kernel-Based Reinforcement Learning | |
Branislav Kveton, Georgios Theocharous |
Extending STR to a Higher-Order Consistency | |
Christophe Lecoutre, Anastasia Paparrizou, Kostas Stergiou |
m-Transportability: Transportability of a Causal Effect from Multiple Environments | |
Sanghack Lee, Vasant Honavar |
Solving Security Games on Graphs via Marginal Probabilities | |
Joshua Letchford, Vincent Conitzer |
Story Generation with Crowdsourced Plot Graphs | |
Boyang Li, Stephen Lee-Urban, George Johnston, Mark Riedl |
An Extended GHKM Algorithm for Inducing Lambda-SCFG | |
Peng Li, Yang Liu, Maosong Sun |
Reasoning about Saturated Conditional Independence Under Uncertainty: Axioms, Algorithms, and Levesque's Situations to the Rescue | |
Sebastian Link |
Large-Scale Hierarchical Classification via Stochastic Perceptron | |
Dehua Liu, Bojun Tu, Hui Qian, Zhihua Zhang |
Reciprocal Hash Tables for Nearest Neighbor Search | |
Xianglong Liu, Junfeng He, Bo Lang |
A Generalized Student-t Based Approach to Mixed-Type Anomaly Detection | |
Yen-Cheng Lu, Feng Chen, Yang Chen, Chang-Tien Lu |
Unified Constraint Propagation on Multi-View Data | |
Zhiwu Lu, Yuxin Peng |
Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification | |
Yong Luo, Dacheng Tao, Chang Xu, Dongchen Li, Chao Xu |
Basis Adaptation for Sparse Nonlinear Reinforcement Learning | |
Sridhar Mahadevan, Stephen Giguere, Nicholas Jacek |
Integrating Programming by Example and Natural Language Programming | |
Mehdi H. Manshadi, Daniel Gildea, James F. Allen |
A Framework for Aggregating Influenced CP-Nets and its Resistance to Bribery | |
Alberto Maran, Nicolas Maudet, Maria Silvia Pini, Francesca Rossi, Kristen Brent Venable |
Automating Collusion Detection in Sequential Games | |
Parisa Mazrooei, Christopher Archibald, Michael Bowling |
On the Value of Using Group Discounts under Price Competition | |
Reshef Meir, Tyler Lu, Moshe Tennenholtz, Craig Boutilier |
Bounding the Cost of Stability in Games over Interaction Networks | |
Reshef Meir, Yair Zick, Edith Elkind, Jeffrey S Rosenschein |
A First-Order Formalization of Commitments and Goals for Planning | |
Felipe Meneguzzi, Pankaj R. Telang, Munindar P. Singh |
A Cyclic Weighted Median Method for L1 Low-Rank Matrix Factorization with Missing Entries | |
Deyu Meng, Zongben Xu, Lei Zhang, Ji Zhao |
From Semantic to Emotional Space in Probabilistic Sense Sentiment Analysis | |
Mitra Mohtarami, Man Lan, Chew Lim Tan |
Analyzing the Effectiveness of Adversary Modeling in Security Games | |
Thanh Hong Nguyen, Rong Yang, Amos Azaria, Sarit Kraus, Milind Tambe |
Symmetry-Aware Marginal Density Estimation | |
Mathias Niepert |
Cost-Optimal Planning by Self-Interested Agents | |
Raz Nissim, Ronen I. Brafman |
RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models | |
Jan Noessner, Mathias Niepert, Heiner Stuckenschmidt |
Mixed Observability Predictive State Representations | |
Sylvie C. W. Ong, Yuri Grinberg, Joelle Pineau |
Discovering Hierarchical Structure for Sources and Entities | |
Aditya Pal, Nilesh Dalvi, Kedar Bellare |
Rank Aggregation via Low-Rank and Structured-Sparse Decomposition | |
Yan Pan, Hanjiang Lai, Cong Liu, Yong Tang, Shuicheng Yan |
Dynamic Social Choice with Evolving Preferences | |
David C. Parkes, Ariel D. Procaccia |
PAC Optimal Exploration in Continuous Space Markov Decision Processes | |
Jason Pazis, Ronald Parr |
Sample Complexity and Performance Bounds for Non-Parametric Approximate Linear Programming | |
Jason Pazis, Ronald Parr |
An Agent Design for Repeated Negotiation and Information Revelation with People | |
Noam Peled, Ya'akov (Kobi) Gal, Sarit Kraus |
Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition | |
Houwen Peng, Bing Li, Rongrong Ji, Weiming Hu, Weihua Xiong, Congyan Lang |
Bribery in Voting With Soft Constraints | |
Maria Silvia Pini, Francesca Rossi, Kristen Brent Venable |
Progression of Decomposed Situation Calculus Theories | |
Denis Ponomaryov, Mikhail Soutchanski |
Partial MUS Enumeration | |
Alessandro Previti, Joao Marques-Silva |
Multiagent Learning with a Noisy Global Reward Signal | |
Scott Proper, Kagan Tumer |
A Robust Bayesian Truth Serum for Non-Binary Signals | |
Goran Radanovic, Boi Faltings |
Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs | |
Kosta Ristovski, Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic |
Information Sharing Under Costly Communication in Joint Exploration | |
Igor Rochlin, David Sarne |
Enforcing Meter in Finite-Length Markov Sequences | |
Pierre Roy, Francois Pachet |
Active Task Selection for Lifelong Machine Learning | |
Paul Ruvolo, Eric Eaton |
Optimizing Objective Function Parameters for Strength in Computer Game-Playing | |
Yoshikuni Sato, Makoto Miwa, Shogo Takeuchi, Daisuke Takahashi |
Mixed Heuristic Local Search for Protein Structure Prediction | |
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar |
Hypothesis Exploration for Malware Detection Using Planning | |
Shirin Sohrabi, Octavian Udrea, Anton Riabov |
Filtering With Logic Programs and Its Application to General Game Playing | |
Michael Thielscher |
GiSS: Combining Gibbs Sampling and SampleSearch for Inference in Mixed Probabilistic and Deterministic Graphical Models | |
Deepak Venugopal, Vibhav Gogate |
Guiding Scientific Discovery with Explanations Using DEMUD | |
Kiri L. Wagstaff, Nina L. Lanza, David R. Thompson, Thomas G. Dietterich, Martha S Gilmore |
Multiscale Manifold Learning | |
Chang Wang, Sridhar Mahadevan |
Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers | |
Mengqiu Wang, Wanxiang Che, Christopher D. Manning |
Sparse Multi-Task Learning for Detecting Influential Nodes in an Implicit Diffusion Network | |
Yingze Wang, Guang Xiang, Shi-Kuo Chang |
Ranking Scientific Articles by Exploiting Citations, Authors, Journals, and Time Information | |
Yujing Wang, Yunhai Tong, Ming Zeng |
Greedy or Not? Best Improving versus First Improving Stochastic Local Search for MAXSAT | |
Darrell Whitley, Adele Howe, Doug Hains |
Grounding Natural Language References to Unvisited and Hypothetical Locations | |
Thomas Emrys Williams, Rehj Cantrell, Gordon Briggs, Paul Schermerhorn, Matthias Scheutz |
Robust Bidirectional Search via Heuristic Improvement | |
Christopher Makoto Wilt, Wheeler Ruml |
Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint | |
Fei Wu, Xu Tan, Yi Yang, Dacheng Tao, Siliang Tang, Yueting Zhuang |
Lazy Gaussian Process Committee for Real-Time Online Regression | |
Han Xiao, Claudia Eckert |
A Topic-Based Coherence Model for Statistical Machine Translation | |
Deyi Xiong, Min Zhang |
Towards Cohesive Anomaly Mining | |
Yun Xiong, Yangyong Zhu, Philip S. Yu, Jian Pei |
Learning Integrated Symbolic and Continuous Action Models for Continuous Domains | |
Joseph Zhen Ying Xu, John E. Laird |
Multi-Label Learning with PRO Loss | |
Miao Xu, Yu-Feng Li, Zhi-Hua Zhou |
Temporal Milestones in HTNs | |
Fusun Yaman, Brett Benyo, Alice M. Mulvehill |
Joint Object and Pose Recognition Using Homeomorphic Manifold Analysis | |
Haopeng Zhang, Tarek El-Gaaly, Ahmed Elgammal, Zhiguo Jiang |
Automated Workflow Synthesis | |
Haoqi Zhang, Eric Horvitz, David C. Parkes |
A Concave Conjugate Approach for Nonconvex Penalized Regression with the MCP Penalty | |
Shubao Zhang, Hui Qian, Wei Chen, Zhihua Zhang |
Smart Multi-Task Bregman Clustering and Multi-Task Kernel Clustering | |
Xianchao Zhang, Xiaotong Zhang |
A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data | |
Qibin Zhao, Liqing Zhang, Andrzej Cichocki |
Time-Dependent Trajectory Regression on Road Networks via Multi-Task Learning | |
Jiangchuan Zheng, Lionel M. Ni |
Clustering with Complex Constraints — Algorithms and Applications | |
Weifeng Zhi, Xiang Wang, Buyue Qian, Patrick Butler, Naren Ramakrishnan, Ian Davidson |
Video Saliency Detection via Dynamic Consistent Spatio-Temporal Attention Modelling | |
Sheng-hua Zhong, Yan Liu, Feifei Ren, Jinghuan Zhang, Tongwei Ren |
Supervised Coupled Dictionary Learning with Group Structures for Multi-modal Retrieval | |
Yue Ting Zhuang, Yan Fei Wang, Fei Wu, Yin Zhang, Wei Ming Lu |
Model-Lite Case-Based Planning | |
Hankz Hankui Zhuo, Tuan Nguyen, Subbarao Kambhampati |
Artificial Intelligence and the Web Special Track
Preventing Unraveling in Social Networks Gets Harder | |
Rajesh Hemant Chitnis, Fedor V. Fomin, Petr A. Golovach |
Not Quite the Same: Identity Constraints for the Web of Linked Data | |
Gerard de Melo |
Learning to Rank Effective Paraphrases from Query Logs for Community Question Answering | |
Alejandro Figueroa, Guenter Neumann |
Fast and Exact Top-k Algorithm for PageRank | |
Yasuhiro Fujiwara, Makoto Nakatsuji, Hiroaki Shiokawa, Takeshi Mishima, Makoto Onizuka |
Understanding and Predicting Interestingness of Videos | |
Yu-Gang Jiang, Yanran Wang, Rui Feng, Xiangyang Xue, Yingbin Zheng, Hanfang Yang |
Clustering Crowds | |
Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima |
LA-CTR: A Limited Attention Collaborative Topic Regression for Social Media | |
Jeon-Hyung Kang, Kristina Lerman |
A Fast Bandit Algorithm for Recommendation to Users With Heterogenous Tastes | |
Pushmeet Kohli, Mahyar Salek, Greg Stoddard |
Better Human Computation Through Principled Voting | |
Andrew Mao, Ariel D. Procaccia, Yiling Chen |
Exploring the Contribution of Unlabeled Data in Financial Sentiment Analysis | |
Jimmy SJ. Ren, Wei Wang, Jiawei Wang, Stephen Liao |
Hotspotting — A Probabilistic Graphical Model For Image Object Localization Through Crowdsourcing | |
Mahyar Salek, Yoram Bachrach, Peter Key |
OpenEval: Web Information Query Evaluation | |
Mehdi Samadi, Manuela Veloso, Manuel Blum |
Fast Algorithm for Modularity-Based Graph Clustering | |
Hiroaki Shiokawa, Yasuhiro Fujiwara, Makoto Onizuka |
Introducing Nominals to the Combined Query Answering Approaches for EL | |
Giorgio Stefanoni, Boris Motik, Ian Horrocks |
TONIC: Target Oriented Network Intelligence Collection for the Social Web | |
Roni Tzvi Stern, Liron Samama, Rami Puzis, Tal Beja, Zahy Bnaya, Ariel Felner |
The Effects of Performance-Contingent Financial Incentives in Online Labor Markets | |
Ming Yin, Yiling Chen, Yu-An Sun |
Heterogeneous Metric Learning with Joint Graph Regularization for Cross-Media Retrieval | |
Xiaohua Zhai, Yuxin Peng, Jianguo Xiao |
Active Transfer Learning for Cross-System Recommendation | |
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 | |
Gordon Michael Briggs, Matthias Scheutz |
An Agent Model for the Appraisal of Normative Events Based in In-Group and Out-Group Relations | |
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 | |
Kevin Gold |
Preemptive Strategies for Overcoming the Forgetting of Goals | |
Justin Li, John Laird |
SALL-E: Situated Agent for Language Learning | |
Ian Perera, James F. Allen |
Automatic Extraction of Efficient Axiom Sets from Large Knowledge Bases | |
Abhishek Sharma, Kenneth D. Forbus |
Graph Traversal Methods for Reasoning in Large Knowledge-Based Systems | |
Abhishek Sharma, Kenneth D. Forbus |
Computational Sustainability and AI Special Track
Agent Cooperatives for Effective Power Consumption Shifting | |
Charilaos Akasiadis, Georgios Chalkiadakis |
PAC Optimal Planning for Invasive Species Management: Improved Exploration for Reinforcement Learning from Simulator-Defined MDPs | |
Thomas G. Dietterich, Majid Alkaee Taleghan, Mark Crowley |
Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application | |
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 | |
Daniel Fink, Theodoros Damoulas, Jaimin Dave |
Online Optimization with Dynamic Temporal Uncertainty: Incorporating Short Term Predictions for Renewable Integration in Intelligent Energy Systems | |
Vikas Garg, T. S. Jayram, Balakrishnan Narayanaswamy |
Autonomous Agents in Future Energy Markets: The 2012 Power Trading Agent Competition | |
Wolfgang Ketter, Markus Peters, John Collins |
Robust Network Design For Multispecies Conservation | |
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 | |
Prashant P. Reddy, Manuela M. Veloso |
A Tractable Leader-Follower MDP Model for Animal Disease Management | |
Régis Sabbadin, Anne-France Viet |
A Temporal Motif Mining Approach to Unsupervised Energy Disaggregation: Applications to Residential and Commercial Buildings | |
Huijuan Shao, Manish Marwah, Naren Ramakrishnan |
Approximate Bayesian Inference for Reconstructing Velocities of Migrating Birds from Weather Radar | |
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 | |
Sabine Storandt, Stefab Funke |
Model Predictive Control with Uncertainty in Human Driven Systems | |
Alexander David Styler, Illah Reza Nourbakhsh |
Resource Sharing for Control of Wildland Fires | |
Alan Tsang, Kate Larson, Rob McAlpine |
Multiagent Coordination for Energy Consumption Scheduling in Consumer Cooperatives | |
Andreas Veit, Ying Xu, Ronghuo Zheng, Nilanjan Chakraborty, Katia Sycara |
Large Landscape Conservation — Synthetic and Real-World Datasets | |
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 | |
Danilo Bruno, Sylvain Calinon, Darwin G. Caldwell |
Multi-Target Detection and Recognition by UAVs Using Online POMDPs | |
Caroline P. Carvalho Chanel, Florent Teichteil-Königsbuch, Charles Lesire |
A Simple, but NP-Hard, Motion Planning Problem | |
Lawrence H. Erickson, Steven M. LaValle |
Inferring Robot Task Plans from Human Team Meetings: A Generative Modeling Approach with Logic-Based Prior | |
Been Kim, Caleb Chacha, Julie Shah |
Data-Efficient Generalization of Robot Skills with Contextual Policy Search | |
Andras Gabor Kupcsik, Marc Peter Deisenroth, Jan Peters, Gerhard Neumann |
GSMDPs for Multi-Robot Sequential Decision-Making | |
João Vicente Messias, Matthijs Spaan, Pedro Lima |
Robot Motion Planning with Dynamics as Hybrid Search | |
Erion Plaku |
Learning Collaborative Impedance-Based Robot Behaviors | |
Leonel Dario Rozo, Sylvain Calinon, Darwin Caldwell, Pablo Jimenez, Carme Torras |
Compact RGBD Surface Models Based on Sparse Coding | |
Michael Ruhnke, Liefeng Bo, Dieter Fox, Wolfram Burgard |
Open-Loop Planning in Large-Scale Stochastic Domains | |
Ari Weinstein, Michael L. Littman |
Structure and Intractability of Optimal Multi-Robot Path Planning on Graphs | |
Jingjin Yu, Steven M. LaValle |
Pre-PhD Student Abstracts
Advice Provision in Multiple Prospect Selection Problems | |
Amos Azaria, Sarit Kraus |
A Maximum K-Min Approach for Classification | |
Mingzhi Dong, Liang Yin |
Does One-Against-All or One-Against-One Improve the Performance of Multiclass Classifications? | |
Robert Kyle Eichelberger, Victor S. Sheng |
Selecting the Appropriate Consistency Algorithm for CSPs Using Machine Learning Classifiers | |
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 | |
Keisuke Hara, Takayuki Ito |
The Role of Complex Network Dynamics in the Emergence of Multiagent Coalition | |
Mohammad Rashedul Hasan, Anita Raja |
Phase Transition and Network Structure in Realistic SAT Problems | |
Soumya C. Kambhampati, Thomas Liu |
Locate the Hate: Detecting Tweets against Blacks | |
Irene Kwok, Yuzhou Wang |
Hybrid Model-Based Diagnosis of Web Service Compositions | |
Zhichun Jia, Rong Chen |
Crowd Formalization of Action Conditions | |
Walter Stephen Lasecki, Leon Weingard, Jefffrey Philip Bigham, George Ferguson |
Trading Space for Time in Grid-Based Path Finding | |
William Lee, Ramon Lawrence |
Online Group Feature Selection from Feature Streams | |
Haiguang Li, Xindong Wu, Zhao Li, Wei Ding |
Making Simple Tabular ReductionWorks on Negative Table Constraints | |
Hongbo Li, Yanchun Liang, Jinsong Guo, Zhanshan Li |
Subchloroplast Location Prediction via Homolog Knowledge Transfer and Feature Selection | |
Xiaomei Li, Xindong Wu, Gongqing Wu, Xuegang Hu |
An Effective Approach for Imbalanced Classification: Unevenly Balanced Bagging | |
Guohua Liang, Anthony G. Cohn |
A First-Order Logic Based Framework for Verifying Simulations | |
Hui Meen Nyew, Nilufer Onder, Soner Onder, Zhenlin Wang |
Concurrent Reasoning with Inference Graphs | |
Daniel R. Schlegel, Stuart C. Shapiro |
Simplified Lattice Models for Protein Structure Prediction: How Good Are They? | |
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar |
Graphical Model-Based Learning in High Dimensional Feature Spaces | |
Zhao Song, Yuke Zhu |
On a Noun-Driven Syntactic Paradigm | |
Lauren M. Stuart |
Empirical Comparison of Multi-Label Classification Algorithms | |
Clifford Tawiah, Victor Sheng |
WordNet Based Multi-Way Concept Hierarchy Construction from Text Corpus | |
Ding Tu, Ling Chen, Gencai Chen |
Personalized Recommendation Based on Co-Ranking and Query-Based Collaborative Diffusion | |
Xiao Yang, Zhaoxin Zhang, Qiang Wang |
Imbalanced Multiple Noisy Labeling for Supervised Learning | |
Jing Zhang, Xindong Wu, Victor Shengli Sheng |
Planning with Multi-Valued Landmarks | |
Lei Zhang, Chong-Jun Wang, Jun Wu, Meilin Liu, Jun-Yuan Xie |
AAAI-SIGART Doctoral Consortium
Understanding Descriptions of Visual Scenes Using Graph Grammars | |
Daniel Bauer |
Artificial Conversational Companions | |
Sviatlana Danilava |
Distribution Kernel Methods for Multiple-Instance Learning | |
Gary Doran |
Backdoors to Tractability of Answer-Set Programming | |
Johannes Klaus Fichte |
An Optimal Task Assignment Policy and Performance Diagnosis Strategy for Heterogeneous Hadoop Cluster | |
Shekhar Gupta |
Creating Model-Based Adaptive Environments Using Game-Specific and Game-Independent Analytics | |
Brent Edward Harrison |
Heuristic Search for Large Problems with Real Costs | |
Matthew Hatem |
Crowdsourcing for Deployable Intelligent Systems | |
Walter Stephen Lasecki |
Multiagent Stochastic Planning With Bayesian Policy Recognition | |
Alessandro Panella |
Efficient Algorithms for Strong Local Consistencies in Constraint Satisfaction Problems | |
Anastasia Paparrizou |
Optimization of Heterogeneous Computing Resources for Robotic Mapping | |
Adrian Ratter |
The Wisdom of Crowds in Bioinformatics: What Can We Learn (and Gain) from Ensemble Predictions? | |
Mariana Recamonde Mendoza, Ana Lúcia C. Bazzan |
Concurrent Inference Graphs | |
Daniel R. Schlegel |
Multi-Strategy Learning of Robotic Behaviours via Qualitative Reasoning | |
Timothy Wiley |
Steps Towards a Science of Heuristic Search | |
Christopher Makoto Wilt |
Tools for Preference Reasoning | |
Ying Zhu |
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