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 |
Copyright © 2018 Association for the Advancement of Artificial Intelligence. All Rights Reserved.