Artificial Intelligence and the Web
| Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces | |
| Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra |
| SPARQL Query Containment Under SHI Axioms | |
| Melisachew Wudage Chekol, Jérôme Euzenat, Pierre Genevès, Nabil Layaïda |
| Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks | |
| Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu |
| Building Contextual Anchor Text Representation using Graph Regularization | |
| Na Dai |
| Querying Linked Ontological Data through Distributed Summarization | |
| Achille Fokoue, Felipe Meneguzzi, Murat Sensoy, Jeff Z. Pan |
| Quality Expectation-Variance Tradeoffs in Crowdsourcing Contests | |
| Xi Alice Gao, Yoram Bachrach, Peter Key, Thore Graepel |
| Online Task Assignment in Crowdsourcing Markets | |
| Chien-Ju Ho, Jennifer Wortman Vaughan |
| Music-Inspired Texture Representation | |
| Ben Horsburgh, Susan Craw, Stewart Massie |
| ET-LDA: Joint Topic Modeling for Aligning Events and their Twitter Feedback | |
| Yuheng Hu, Ajita John, Fei Wang, Subbarao Kambhampati |
| Predictive Mining of Comparable Entities from the Web | |
| Myungha Jang, Jin-woo Park, Seung-won Hwang |
| A Convex Formulation for Learning from Crowds | |
| Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima |
| Diagnosing Changes in An Ontology Stream: A DL Reasoning Approach | |
| Freddy Lecue |
| Dynamically Switching between Synergistic Workflows for Crowdsourcing | |
| Christopher H. Lin, Mausam Mausam, Daniel S. Weld |
| Fine-Grained Entity Recognition | |
| Xiao Ling, Daniel S. Weld |
| Social Context-Aware Trust Network Discovery in Complex Contextual Social Networks | |
| Guanfeng Liu, Yan Wang, Mehmet A Orgun |
| BabelRelate! A Joint Multilingual Approach to Computing Semantic Relatedness | |
| Roberto Navigli, Simone Paolo Ponzetto |
| Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach | |
| Nozomi Nori, Danushka Bollegala, Hisashi Kashima |
| Adaptive Polling for Information Aggregation | |
| Thomas Pfeiffer, Xi Alice Gao, Yiling Chen, Andrew Mao, David G. Rand |
| REWOrD: Semantic Relatedness in the Web of Data | |
| Giuseppe Pirró |
| Predicting Disease Transmission from Geo-Tagged Micro-Blog Data | |
| Adam Sadilek, Henry Kautz, Vincent Silenzio |
| A Mouse-Trajectory Based Model for Predicting Query-URL Relevance | |
| Song Hengjie, Ruoxue Liao, Xiangliang Zhang, Chunyan Miao, Qiang Yang |
| Improved Convergence of Iterative Ontology Alignment using Block-Coordinate Descent | |
| Uthayasanker Thayasivam, Prashant Doshi |
| Ontological Smoothing for Relation Extraction with Minimal Supervision | |
| Congle Zhang, Raphael Hoffmann, Daniel Sabey Weld |
| A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering | |
| Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu |
| Discovering Spammers in Social Networks | |
| Yin Zhu, Xiao Wang, Erheng Zhong, Nathan N. Liu, He Li, Qiang Yang |
| Towards Automated Choreographing of Web Services Using Planning | |
| Guobing Zou, Yixin Chen, You Xu, Ruoyun Huang, Yang Xiang |
Cognitive Systems
| Sentic Activation: A Two-Level Affective Common Sense Reasoning Framework | |
| Erik Cambria, Daniel Olsher, Kenneth Kwok |
| A Multi-Domain Evaluation of Scaling in a General Episodic Memory | |
| Nate Derbinsky, Justin Li, John Laird |
| Towards a Cognitive System that Can Recognize Spatial Regions Based on Context | |
| Nick Hawes, Matthew Klenk, Kate Lockwood, Graham S. Horn, John D Kelleher |
| Learning Qualitative Models by Demonstration | |
| Thomas R. Hinrichs, Kenneth D. Forbus |
| Crossing Boundaries: Multi-Level Introspection in a Complex Robotic Architecture for Automatic Performance Improvements | |
| Evan A. Krause, Paul Schermerhorn, Matthias Scheutz |
| Using Expectations to Drive Cognitive Behavior | |
| Unmesh Kurup, Christian Lebiere, Anthony Stentz, Martial Hebert |
| Functional Interactions Between Memory and Recognition Judgments | |
| Justin Li, Nate Derbinsky, John Laird |
| A Grounded Cognitive Model for Metaphor Acquisition | |
| Sushobhan Nayak, Amitabha Mukerjee |
| Social Cognition: Memory Decay and Adaptive Information Filtering for Robust Information Maintenance | |
| David Reitter, Christian Lebiere |
| Lessons Learned From a Rational Reconstruction of Minstrel | |
| Brandon Robert Tearse, Peter Mawhorter, Michael Mateas, Noah Wardrip-Fruin |
| Discovering Constraints for Inductive Process Modeling | |
| Ljupco Todorovski, Will Bridewell, Pat Langley |
Computational Sustainability and Artificial Intelligence
| The Automated Vacuum Waste Collection Optimization Problem | |
| Ramón Béjar, César Fernández, Carles Mateu, Felip Manyà, Francina Sole-Mauri, David Vidal |
| MOMDPs: A Solution for Modelling Adaptive Management Problems | |
| Iadine Chades, Josie Carwardine, Tara G. Martin, Samuel Nicol, Regis Sabbadin, Olivier Buffet |
| Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble | |
| Prithwish Chakraborty, Manish Marwah, Martin Arlitt, Naren Ramakrishnan |
| A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring | |
| James H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar |
| Learning Non-Stationary Space-Time Models for Environmental Monitoring | |
| Sahil Garg, Amarjeet Singh, Fabio Ramos |
| Patrol Strategies to Maximize Pristine Forest Area | |
| Matthew Paul Johnson, Fei Fang, Milind Tambe |
| Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images | |
| Kristian Kersting, Zhao Xu, Mirwaes Wahabzada, Christian Bauckhage, Christian Thurau, Christoph Römer, Agim Ballvora, Uwe Rascher, Jen Leon, Lutz Plümer |
| Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning | |
| Akshat Kumar, Xiaojian Wu, Shlomo Zilberstein |
| An Intelligent Battery Controller Using Bias-Corrected Q-learning | |
| Donghun Lee, Warren B Powell |
| Sensing the Air We Breathe — The OpenSense Zurich Dataset | |
| Jason Jingshi Li, Boi Faltings, Olga Saukh, David Hasenfratz, Jan Beutel |
| Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks | |
| Neo D. Martinez, Perrine Tonnin, Barbara Bauer, Rosalyn C. Rael, Rahul Singh, Sangyuk Yoon, Ilmi Yoon, Jennifer A. Dunne |
| Global Climate Model Tracking Using Geospatial Neighborhoods | |
| Scott McQuade, Claire Monteleoni |
| Coupling Spatiotemporal Disease Modeling with Diagnosis | |
| Martin Gordon Mubangizi, Caterine Ikae, Athina Spiliopoulou, John A. Quinn |
| Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults | |
| Michael Alan Osborne, Roman Garnett, Kevin Swersky, Nando de Freitas |
| Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types | |
| Oliver Parson, Siddhartha Ghosh, Mark Weal, Alex Rogers |
| Factored Models for Multiscale Decision-Making in Smart Grid Customers | |
| Prashant P. Reddy, Manuela M. Veloso |
| Cooperative Virtual Power Plant Formation Using Scoring Rules | |
| Valentin Robu, Ramachandra Kota, Georgios Chalkiadakis, Alex Rogers, Nicholas R. Jennings |
| Robust Cuts Over Time: Combatting the Spread of Invasive Species with Unreliable Biological Control | |
| Gwen Spencer |
| Improving Hybrid Vehicle Fuel Efficiency Using Inverse Reinforcement Learning | |
| Adam Vogel, Deepak Ramachandran, Rakesh Gupta, Antoine Raux |
| Scheduling Conservation Designs via Network Cascade Optimization | |
| Shan Xue, Alan Fern, Daniel Sheldon |
| An Efficient Simulation-Based Approach to Ambulance Fleet Allocation and Dynamic Redeployment | |
| Yisong Yue, Lavanya Marla, Ramayya Krishnan |
Constraints, Satisfiability, and Search
| Filtering Decomposable Global Cost Functions | |
| David Allouche, Christian Bessiere, Patrice Boizumault, Simon de Givry, Patricia Gutierrez, Samir Loudni, Jean-Philippe Métivier, Thomas Schiex |
| Solving Peg Solitaire with Bidirectional BFIDA* | |
| Joseph K. Barker, Richard E Korf |
| Solving Dots-And-Boxes | |
| Joseph K. Barker, Richard E. Korf |
| Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching | |
| Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini |
| Configuration Checking with Aspiration in Local Search for SAT | |
| Shaowei Cai, Kaile Su |
| Two New Local Search Strategies for Minimum Vertex Cover | |
| Shaowei Cai, Kaile Su, Abdul Sattar |
| Solving Temporal Problems Using SMT: Weak Controllability | |
| Alessandro Cimatti, Andrea Micheli, Marco Roveri |
| Last-Mile Restoration for Multiple Interdependent Infrastructures | |
| Carleton Coffrin, Pascal Van Hentenryck, Russell Bent |
| A Dichotomy for 2-Constraint Forbidden CSP Patterns | |
| Martin C. Cooper, Guillaume Escamocher |
| Partial-Expansion A* with Selective Node Generation | |
| Ariel Felner, Meir Goldenberg, Guni Sharon, Roni Stern, Tal Beja, Nathan Sturtevant, Jonathan Schaeffer, Robert Holte |
| Iterative Resource Allocation for Memory Intensive Parallel Search Algorithms on Clouds, Grids, and Shared Clusters | |
| Alex Fukunaga, Akihiro Kishimoto, Adi Botea |
| Don't Be Strict in Local Search! | |
| Serge Gaspers, Eun Jung Kim, Sebastian Ordyniak, Saket Saurabh, Stefan Szeider |
| Non-Model-Based Search Guidance for Set Partitioning Problems | |
| Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann |
| From Streamlined Combinatorial Search to Efficient Constructive Procedures | |
| Ronan Le Bras, Carla Gomes, Bart Selman |
| Polynomially Decomposable Global Cost Functions in Weighted Constraint Satisfaction | |
| Jimmy Lee, Ka Lun Leung, Yi Wu |
| Fast and Accurate Predictions of IDA*'s Performance | |
| Levi H. S. Lelis, Sandra Zilles, Robert C. Holte |
| On the Relation of Constraint Answer Set Programming Languages and Algorithms | |
| Yuliya Lierler |
| DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems | |
| Brammert Ottens, Christos Dimitrakakis, Boi Faltings |
| An Efficient Higher-Order Consistency Algorithm for Table Constraints | |
| Anastasia Paparrizou, Kostas Stergiou |
| Trap Avoidance in Local Search Using Pseudo-Conflict Learning | |
| Duc Nghia Pham, Thach-Thao Duong, Abdul Sattar |
| Information Set Generation in Partially Observable Games | |
| Mark Richards, Eyal Amir |
| Alpha-Beta Pruning for Games with Simultaneous Moves | |
| Abdallah Saffidine, Hilmar Finnsson, Michael Buro |
| Conflict-Based Search For Optimal Multi-Agent Path Finding | |
| Guni Sharon, Roni Stern, Ariel Felner, Nathan Sturtevant |
| MCTS Based on Simple Regret | |
| David Tolpin, Solomon Eyal Shimony |
| Filtering Algorithms Based on the Word-RAM Model | |
| Philippe Van Kessel, Claude-Guy Quimper |
| Predicting Satisfiability at the Phase Transition | |
| Lin Xu, Holger H. Hoos, Kevin Leyton-Brown |
Knowledge-Based Information Systems
| Time-Critical Influence Maximization in Social Networks with Time-Delayed Diffusion Process | |
| Wei Chen, Wei Lu, Ning Zhang |
| Table Header Detection and Classification | |
| Jing Fang, Prasenjit Mitra, Zhi Tang, C. Lee Giles |
| Choosing Linguistics over Vision to Describe Images | |
| Ankush Gupta, Yashaswi Verma, C. V. Jawahar |
| On Completeness Classes for Query Evaluation on Linked Data | |
| Andreas Harth, Sebastian Speiser |
| Document Summarization Based on Data Reconstruction | |
| Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He |
| Content Recommendation for Attention Management in Unified Social Messaging | |
| Hongxia Jin |
| Double-Bit Quantization for Hashing | |
| Weihao Kong, Wu-Jun Li |
| Random Projection with Filtering for Nearly Duplicate Search | |
| Yue Lin, Rong Jin, Deng Cai, Xiaofei He |
| Improving Twitter Retrieval by Exploiting Structural Information | |
| Zhunchen Luo, Miles Osborne, Saša Petrovic ́, Ting Wang |
| Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization | |
| Feiping Nie, Heng Huang, Chris Ding |
| Transfer Learning in Collaborative Filtering with Uncertain Ratings | |
| Weike Pan, Evan W. Xiang, Qiang Yang |
| Modeling the Evolution of Knowledge in Learning Systems | |
| Abhishek Sharma, Kenneth D. Forbus |
| A Sequential Decision Approach to Ordinal Preferences in Recommender Systems | |
| Truyen Tran, Dinh Q. Phung, Svetha Venkatesh |
| Generating Pictorial Storylines Via Minimum-Weight Connected Dominating Set Approximation in Multi-View Graphs | |
| Dingding Wang, Tao Li, Mitsunori Ogihara |
Knowledge Representation and Reasoning
| Ordered Completion for Logic Programs with Aggregates | |
| Vernon Asuncion, Yan Zhang, Yi Zhou |
| Transportability of Causal Effects: Completeness Results | |
| Elias Bareinboim, Judea Pearl |
| On the Complexity of Consistent Query Answering in the Presence of Simple Ontologies | |
| Meghyn Bienvenu |
| Symbolic Synthesis of Observability Requirements for Diagnosability | |
| Benjamin Bittner, Marco Bozzano, Alessandro Cimatti, Xavier Olive |
| Ontology-Based Data Access with Dynamic TBoxes in DL-Lite | |
| Floriana Di Pinto, Giuseppe De Giacomo, Maurizio Lenzerini, Riccardo Rosati |
| Query Rewriting for Horn-SHIQ Plus Rules | |
| Thomas Eiter, Magdalena Ortiz, Mantas Simkus, Trung-Kien Tran, Guohui Xiao |
| A First-Order Interpreter for Knowledge-Based Golog with Sensing based on Exact Progression and Limited Reasoning | |
| Yi Fan, Minghui Cai, Naiqi Li, Yongmei Liu |
| The Parameterized Complexity of Abduction | |
| Michael R. Fellows, Andreas Pfandler, Frances A. Rosamond, Stefan Rümmele |
| On Finding Optimal Polytrees | |
| Serge Gaspers, Mikko Koivisto, Mathieu Liedloff, Sebastian Ordyniak, Stefan Szeider |
| Equality-Friendly Well-Founded Semantics and Applications to Description Logics | |
| Georg Gottlob, André Hernich, Clemens Kupke, Thomas Lukasiewicz |
| Probabilistic Alternating-Time Temporal Logic of Incomplete Information and Synchronous Perfect Recall | |
| Xiaowei Huang, Kaile Su, Chenyi Zhang |
| Synthesizing Strategies for Epistemic Goals by Epistemic Model Checking: An Application to Pursuit Evasion Games | |
| Xiaowei Huang, Ron van der Meyden |
| Benchmarking Ontology-Based Query Rewriting Systems | |
| Martha Imprialou, Giorgos Stoilos, Bernardo Cuenca Grau |
| Reformulating Temporal Action Logics in Answer Set Programming | |
| Joohyung Lee, Ravi Palla |
| Compiling Model-Based Diagnosis to Boolean Satisfaction | |
| Amit Metodi, Roni Stern, Meir Kalech, Mike Codish |
| Conflict-Based Belief Revision Operators in Possibilistic Logic | |
| Guilin Qi, Kewen Wang |
| Concept-Based Approach to Word-Sense Disambiguation | |
| Ariel Raviv, Shaul Markovitch |
| Far Out: Predicting Long-Term Human Mobility | |
| Adam Sadilek, John Krumm |
| FLP Semantics Without Circular Justifications for General Logic Programs | |
| Yi-Dong Shen, Kewen Wang |
| Exploring the Duality in Conflict-Directed Model-Based Diagnosis | |
| Roni Tzvi Stern, Meir Kalech, Alexander Feldman, Gregory Provan |
| A Well-Founded Semantics for Basic Logic Programs with Arbitrary Abstract Constraint Atoms | |
| Yisong Wang, Fangzhen Lin, Mingyi Zhang, Jia-Huai You |
| Basing Decisions on Sentences in Decision Diagrams | |
| Yexiang Xue, Arthur Choi, Adnan Darwiche |
Machine Learning
| Towards Population Scale Activity Recognition: A Framework for Handling Data Diversity | |
| Saeed Abdullah, Nicholas D. Lane, Tanzeem Choudhury |
| Weighted Clustering | |
| Margareta Ackerman, Shai Ben-David, Simina Brânzei, David Loker |
| Investigating Contingency Awareness Using Atari 2600 Games | |
| Marc G. Bellemare, Joel Veness, Michael Bowling |
| Adaptive Step-Size for Online Temporal Difference Learning | |
| William Dabney, Andrew G Barto |
| Clustering Documents Along Multiple Dimensions | |
| Sajib Dasgupta, Richard M. Golden, Vincent Ng |
| TD-DeltaPi: A Model-Free Algorithm for Efficient Exploration | |
| Bruno C. da Silva, Andrew G. Barto |
| Convex Kernelized Sorting | |
| Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic |
| A Spin-Glass Model for Semi-Supervised Community Detection | |
| Eric Eaton, Rachael Mansbach |
| A Bayesian Approach to the Data Description Problem | |
| Alireza Ghasemi, Hamid R. Rabiee, Mohammad Taghi Manzuri, Mohammad Hossein Rohban |
| Conservative and Greedy Approaches to Classification-Based Policy Iteration | |
| Mohammad Ghavamzadeh, Alessandro Lazaric |
| Efficient Multi-Stage Conjugate Gradient for Trust Region Step | |
| Pinghua Gong, Changshui Zhang |
| Classification of Sparse Time Series via Supervised Matrix Factorization | |
| Josif Grabocka, Alexandros Nanopoulos, Lars Schmidt-Thieme |
| Sparse Principal Component Analysis with Constraints | |
| Mihajlo Grbovic, Christopher Roger Dance, Slobodan Vucetic |
| Learning SVM Classifiers with Indefinite Kernels | |
| Suicheng Gu, Yuhong Guo |
| Multi-Label Learning by Exploiting Label Correlations Locally | |
| Sheng-Jun Huang, Zhi-Hua Zhou |
| Multi-Label Learning on Tensor Product Graph | |
| Jonathan Jiang |
| Learning Games from Videos Guided by Descriptive Complexity | |
| Lukasz Kaiser |
| Probabilistic Models for Common Spatial Patterns: Parameter-Expanded EM and Variational Bayes | |
| Hyohyeong Kang, Seungjin Choi |
| Kernel-Based Reinforcement Learning on Representative States | |
| Branislav Kveton, Georgios Theocharous |
| Learning the Kernel Matrix with Low-Rank Multiplicative Shaping | |
| Tomer Levinboim, Fei Sha |
| Teaching Machines to Learn by Metaphors | |
| Omer Levy, Shaul Markovitch |
| Topic Correlation Analysis for Cross-Domain Text Classification | |
| Lianghao Li, Xiaoming Jin, Mingsheng Long |
| Sparse Probabilistic Relational Projection | |
| Wu-Jun Li, Dit-Yan Yeung |
| Towards Discovering What Patterns Trigger What Labels | |
| Yu-Feng Li, Ju-Hua Hu, Yuang Jiang, Zhi-Hua Zhou |
| Ensemble Feature Weighting Based on Local Learning and Diversity | |
| Yun Li, Suyan Gao, Songcan Chen |
| Unsupervised Feature Selection Using Nonnegative Spectral Analysis | |
| Zechao Li, Yi Yang, Jing Liu, Xiaofang Zhou, Hanqing Lu |
| Transfer Learning with Graph Co-Regularization | |
| Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang Yang |
| Margin-Based Feature Selection in Incomplete Data | |
| Qiang Lou, Zoran Obradovic |
| Design and Optimization of an Omnidirectional Humanoid Walk: A Winning Approach at the RoboCup 2011 3D Simulation Competition | |
| Patrick MacAlpine, Samuel Barrett, Daniel Urieli, Victor Vu, Peter Stone |
| Compressed Least-Squares Regression on Sparse Spaces | |
| Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau, Doina Precup |
| Rule Ensemble Learning Using Hierarchical Kernels in Structured Output Spaces | |
| Naveen Nair, Amrita Saha, Ganesh Ramakrishnan, Shonali Krishnaswamy |
| Counting-MLNs: Learning Relational Structure for Decision Making | |
| Aniruddh Nath, Matthew Richardson |
| Context Tree Maximizing | |
| Phuong Minh Nguyen, Peter Sunehag, Marcus Hutter |
| Learning Behavior Models for Hybrid Timed Systems | |
| Oliver Niggemann, Benno Stein, Asmir Vodencarevic, Alexander Maier, Hans Kleine Büning |
| Leveraging Domain Knowledge in Multitask Bayesian Network Structure Learning | |
| Diane Oyen, Terran Lane |
| Sequence Labeling with Non-Negative Weighted Higher Order Features | |
| Xian Qian, Yang Liu |
| A Parameterized Runtime Analysis of Evolutionary Algorithms for the Euclidean Traveling Salesperson Problem | |
| Andrew M. Sutton, Frank Neumann |
| Investigating the Effectiveness of Laplacian-Based Kernels in Hub Reduction | |
| Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, Yuji Matsumoto, Marco Saerens |
| Convex Matching Pursuit for Large-Scale Sparse Coding and Subset Selection | |
| Mingkui Tan, Ivor W. Tsang, Li Wang, Xinming Zhang |
| Hierarchical Double Dirichlet Process Mixture of Gaussian Processes | |
| Aditya Tayal, Pascal Poupart, Yuying Li |
| Knapsack Based Optimal Policies for Budget–Limited Multi–Armed Bandits | |
| Long Tran-Thanh, Archie Chapman, Alex Rogers, Nicholas R Jennings |
| Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching | |
| Pucktada Treeratpituk, C. Lee Giles |
| Markov Network Structure Learning: A Randomized Feature Generation Approach | |
| Jan Van Haaren, Jesse Davis |
| Manifold Warping: Manifold Alignment over Time | |
| Hoa Trong Vu, Clifton Carey, Sridhar Mahadevan |
| Discriminative Clustering via Generative Feature Mapping | |
| Liwei Wang, Xiong Li, Zhuowen Tu, Jiaya Jia |
| Colorization by Matrix Completion | |
| Shusen Wang, Zhihua Zhang |
| Learning from Demonstration for Goal-Driven Autonomy | |
| Ben George Weber, Michael Mateas, Arnav Jhala |
| Semi-Supervised Kernel Matching for Domain Adaptation | |
| Min Xiao, Yuhong Guo |
| A Bregman Divergence Optimization Framework for Ranking on Data Manifold and Its New Extensions | |
| Bin Xu, Jiajun Bu, Chun Chen, Deng Cai |
| Online Kernel Selection: Algorithms and Evaluations | |
| Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Jinfeng Yi, Steven C.H. Hoi |
| Pairwise Exemplar Clustering | |
| Yingzhen Yang, Xinqi Chu, Feng Liang, Thomas S. Huang |
| Approximate Policy Iteration with Linear Action Models | |
| Hengshuai Yao, Csaba Szepesvari |
| Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression | |
| Lijun Zhang, Rong Jin, Chun Chen, Jiajun Bu, Xiaofei He |
| Supervised Probabilistic Robust Embedding with Sparse Noise | |
| Yu Zhang, Dit-Yan Yeung, Eric P. Xing |
| Hierarchical Modeling with Tensor Inputs | |
| Yada Zhu, Jingrui He, Rick Lawrence |
Multiagent Systems
| Security Games with Limited Surveillance | |
| Bo An, David Kempe, Christopher Kiekintveld, Eric Shieh, Satinder Singh, Milind Tambe, Yevgeniy Vorobeychik |
| Housing Markets with Indifferences: A Tale of Two Mechanisms | |
| Haris Aziz, Bart de Keijzer |
| Sample Bounded Distributed Reinforcement Learning for Decentralized POMDPs | |
| Bikramjit Banerjee, Jeremy Lyle, Landon Kraemer, Rajesh Yellamraju |
| Optimal Proportional Cake Cutting with Connected Pieces | |
| Xiaohui Bei, Ning Chen, Xia Hua, Biaoshuai Tao, Endong Yang |
| Computing Equilibria with Two-Player Zero-Sum Continuous Stochastic Games with Switching Controller | |
| Guido Bonomi, Nicola Gatti, Fabio Panozzo, Marcello Restelli |
| A Dynamic Rationalization of Distance Rationalizability | |
| Craig Boutilier, Ariel D. Procaccia |
| On Maxsum Fair Cake Divisions | |
| Steven J. Brams, Michal Feldman, John K. Lai, Jamie Morgenstern, Ariel D. Procaccia |
| A Multivariate Complexity Analysis of Lobbying in Multiple Referenda | |
| Robert Bredereck, Jiehua Chen, Sepp Hartung, Rolf Niedermeier, Ondřej Suchý, Stefan Kratsch |
| The Price of Neutrality for the Ranked Pairs Method | |
| Markus Brill, Felix Fischer |
| Fairness and Welfare Through Redistribution When Utility Is Transferable | |
| Ruggiero Cavallo |
| Approximately Revenue-Maximizing Auctions for Deliberative Agents | |
| L. Elisa Celis, Anna R. Karlin, Kevin Leyton-Brown, C. Thach Nguyen, David R. M. Thompson |
| Computing the Nucleolus of Matching, Cover and Clique Games | |
| Ning Chen, Pinyan Lu, Hongyang Zhang |
| Symmetric Subgame Perfect Equilibria in Resource Allocation | |
| Ludek Cigler, Boi Faltings |
| Eliminating the Weakest Link: Making Manipulation Intractable? | |
| Jessica Davies, Nina Narodytska, Toby Walsh |
| Dynamic Matching via Weighted Myopia with Application to Kidney Exchange | |
| John P. Dickerson, Ariel D. Procaccia, Tuomas Sandholm |
| Optimizing Payments in Dominant-Strategy Mechanisms for Multi-Parameter Domains | |
| Lachlan Thomas Dufton, Victor Naroditskiy, Maria Polukarov, Nicholas R. Jennings |
| Generalized Sampling and Variance in Counterfactual Regret Minimization | |
| Richard Gibson, Marc Lanctot, Neil Burch, Duane Szafron, Michael Bowling |
| The Deployment-to-Saturation Ratio in Security Games | |
| Manish Jain, Kevin Leyton-Brown, Milind Tambe |
| Finding Optimal Abstract Strategies in Extensive-Form Games | |
| Michael Johanson, Nolan Bard, Neil Burch, Michael Bowling |
| Computing Optimal Strategies to Commit to in Stochastic Games | |
| Joshua Letchford, Liam MacDermed, Vincent Conitzer, Ronald Parr, Charles L. Isbell |
| Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League | |
| Patrick Lucey, Alina Bialkowski, Peter Carr, Eric Foote, Iain Matthews |
| Competing with Humans at Fantasy Football: Team Formation in Large Partially-Observable Domains | |
| Tim Matthews, Sarvapali D. Ramchurn, Georgios Chalkiadakis |
| Congestion Games with Agent Failures | |
| Reshef Meir, Moshe Tennenholtz, Yoram Bachrach, Peter Key |
| Bayes-Adaptive Interactive POMDPs | |
| Brenda Ng, Kofi Boakye, Carol Meyers, Andrew Wang |
| Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication | |
| Frans Adriaan Oliehoek, Matthijs T. J. Spaan |
| Influence-Based Abstraction for Multiagent Systems | |
| Frans Adriaan Oliehoek, Stefan J. Witwicki, Leslie Pack Kaelbling |
| A Complexity-of-Strategic-Behavior Comparison between Schulze's Rule and Ranked Pairs | |
| David C. Parkes, Lirong Xia |
| A Scalable Message-Passing Algorithm for Supply Chain Formation | |
| Toni Penya-Alba, Meritxell Vinyals, Jesus Cerquides, Juan A. Rodriguez-Aguilar |
| A Hybrid Algorithm for Coalition Structure Generation | |
| Talal Rahwan, Tomasz Michalak, Nicholas Jennings |
| Negotiation in Exploration-Based Environment | |
| Israel Sofer, David Sarne, Avinatan Hassidim |
| Optimal Auctions for Spiteful Bidders | |
| Pingzhong Tang, Tuomas Sandholm |
| Security Games for Controlling Contagion | |
| Jason Tsai, Thanh H. Nguyen, Milind Tambe |
| Decision Support for Agent Populations in Uncertain and Congested Environments | |
| Pradeep Varakantham, Shih-Fen Cheng, Geoff Gordon, Asrar Ahmed |
| Computing Stackelberg Equilibria in Discounted Stochastic Games | PDF Corrected PDF |
| Yevgeniy Vorobeychik, Satinder Singh |
| Evaluating Resistance to False-Name Manipulations in Elections | |
| Bo Waggoner, Lirong Xia, Vincent Conitzer |
| A Robust Bayesian Truth Serum for Small Populations | |
| Jens Witkowski, David C. Parkes |
| Possible Winners in Noisy Elections | |
| Krzysztof Wojtas, Piotr Faliszewski |
| Stability Via Convexity and LP Duality in OCF Games | |
| Yair Zick, Evangelos Markakis, Edith Elkind |
Multidisciplinary Topics
| Automated Strategies for Determining Rewards for Human Work | |
| Amos Azaria, Yonatan Aumann, Sarit Kraus |
| Strategic Advice Provision in Repeated Human-Agent Interactions | |
| Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman, Ya'akov Gal |
| An Object-Based Bayesian Framework for Top-Down Visual Attention | |
| Ali Borji, Dicky N. Sihite, Laurent Itti |
| Algorithmic and Human Teaching of Sequential Decision Tasks | |
| Maya Cakmak, Manuel Lopes |
| Three Controversial Hypotheses Concerning Computation in the Primate Cortex | |
| Thomas Dean, Greg S. Corrado, Jonathon Shlens |
| Generalized Monte-Carlo Tree Search Extensions for General Game Playing | |
| Hilmar Finnsson |
| Agent-Human Coordination with Communication Costs Under Uncertainty | |
| Asaf Frieder, Raz Lin, Sarit Kraus |
| Construction of New Medicines via Game Proof Search | |
| Abraham Heifets, Igor Jurisica |
| Learning to Learn: Algorithmic Inspirations from Human Problem Solving | |
| Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz |
| Performance and Preferences: Interactive Refinement of Machine Learning Procedures | |
| Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz |
| Visual Saliency Map from Tensor Analysis | |
| Bing Li, Weihua Xiong, Weiming Hu |
| Identifying Bullies with a Computer Game | |
| Juan Fernando Mancilla-Caceres, Wen Pu, Eyal Amir, Dorothy Espelage |
| Identifying Adverse Drug Events by Relational Learning | |
| David Page, Vitor Santos Costa, Sriraam Natarajan, Aubrey Barnard, Peggy Peissig, Michael Caldwell |
| HyperPlay: A Solution to General Game Playing with Imperfect Information | |
| Michael John Schofield, Timothy Joseph Cerexhe, Michael Thielscher |
| Unsupervised Detection of Music Boundaries by Time Series Structure Features | |
| Joan Serrà, Meinard Müller, Peter Grosche, Josep Lluis Arcos |
| Automatically Generating Algebra Problems | |
| Rohit Singh, Sumit Gulwani, Sriram Rajamani |
| Cruising with a Battery-Powered Vehicle and Not Getting Stranded | |
| Sabine Storandt, Stefan Funke |
| Heart Rate Topic Models | |
| Alexander Van Esbroeck, Chih-Chun Chia, Zeeshan Syed |
Natural-Language Processing
| Simple Robust Grammar Induction with Combinatory Categorial Grammars | |
| Yonatan Bisk, Julia Hockenmaier |
| Generating Chinese Classical Poems with Statistical Machine Translation Models | |
| Jing He, Ming Zhou, Long Jiang |
| Modeling Textual Cohesion for Event Extraction | |
| Ruihong Huang, Ellen Riloff |
| Using First-Order Logic to Compress Sentences | |
| Minlie Huang, Xing Shi, Feng Jin, Xiaoyan Zhu |
| Opinion Target Extraction Using a Shallow Semantic Parsing Framework | |
| Shoushan Li, Rongyang Wang, Guodong Zhou |
| Emoticon Smoothed Language Models for Twitter Sentiment Analysis | |
| Kun-Lin Liu, Wu-Jun Li, Minyi Guo |
| Collective Nominal Semantic Role Labeling for Tweets | |
| Xiaohua Liu, Zhongyang Fu, Furu Wei, Ming Zhou |
| Exacting Social Events for Tweets Using a Factor Graph | |
| Xiaohua Liu, Xiangyang Zhou, Zhongyang Fu, Furu Wei, Ming Zhou |
| Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning | |
| Yan Liu, Sheng-hua Zhong, Wenjie Li |
| Sense Sentiment Similarity: An Analysis | |
| Mitra Mohtarami, Hadi Amiri, Man Lan, Thanh Phu Tran, Chew Lim Tan |
| Sembler: Ensembling Crowd Sequential Labeling for Improved Quality | |
| Xian Wu, Wei Fan, Yong Yu |
| Similarity Is Not Entailment — Jointly Learning Similarity Transformation for Textual Entailment | |
| Ken-ichi Yokote, Danushka Bollegala, Mitsuru Ishizuka |
| Generating Coherent Summaries with Textual Aspects | |
| Renxian Zhang, Wenjie Li, Dehong Gao |
Reasoning about Plans, Processes, and Actions
| The Complexity of Planning Revisited — A Parameterized Analysis | |
| Christer Bäckström, Yue Chen, Peter Jonsson, Sebastian Ordyniak, Stefan Szeider |
| A Distributed Approach to Summarizing Spaces of Multiagent Schedules | |
| James Calvin Boerkoel Jr., Edmund H. Durfee |
| Action Selection for MDPs: Anytime AO* Versus UCT | |
| Blai Bonet, Hector Geffner |
| Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning | |
| Blai Bonet, Hector Geffner |
| Improving Hierarchical Planning Performance by the Use of Landmarks | |
| Mohamed Elkawkagy, Pascal Bercher, Bernd Schattenberg, Susanne Biundo |
| The Linear Distance Traveling Tournament Problem | |
| Richard Hoshino, Ken-ichi Kawarabayashi |
| Structural Patterns Beyond Forks: Extending the Complexity Boundaries of Classical Planning | |
| Michael Katz, Emil Keyder |
| LRTDP Versus UCT for Online Probabilistic Planning | |
| Andrey Kolobov, . Mausam, Daniel S. Weld |
| Evaluating Temporal Plans in Incomplete Domains | |
| Daniel Morwood, Daniel Bryce |
| Planning in Factored Action Spaces with Symbolic Dynamic Programming | |
| Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon |
| Incremental Management of Oversubscribed Vehicle Schedules in Dynamic Dial-A-Ride Problems | |
| Zachary B. Rubinstein, Stephen F. Smith, Laura Barbulescu |
| POMDPs Make Better Hackers: Accounting for Uncertainty in Penetration Testing | |
| Carlos Sarraute, Olivier Buffet, Jörg Hoffmann |
| Stochastic Safest and Shortest Path Problems | |
| Florent Teichteil-Königsbuch |
| Efficient Approximate Value Iteration for Continuous Gaussian POMDPs | |
| Jur van den Berg, Sachin Patil, Ron Alterovitz |
| Symbolic Dynamic Programming for Continuous State and Action MDPs | |
| Zahra Zamani, Scott Sanner, Cheng Fang |
| MAXSAT Heuristics for Cost Optimal Planning | |
| Lei Zhang, Fahiem Bacchus |
| Covering Number as a Complexity Measure for POMDP Planning and Learning | |
| Zongzhang Zhang, Michael Littman, Xiaoping Chen |
Reasoning Under Uncertainty
| Lifted MEU by Weighted Model Counting | |
| Udi Apsel, Ronen I. Brafman |
| A Multi-Path Compilation Approach to Contingent Planning | |
| Ronen Brafman, Guy Shani |
| Exact Lifted Inference with Distinct Soft Evidence on Every Object | |
| Hung B. Bui, Tuyen N. Huynh, Rodrigo de Salvo Braz |
| Approximating the Sum Operation for Marginal-MAP Inference | |
| Qiang Cheng, Feng Chen, Jianwu Dong, Wenli Xu, Alexander Ihler |
| A Search Algorithm for Latent Variable Models with Unbounded Domains | |
| Michael Chiang, David Poole |
| Search Algorithms for m Best Solutions for Graphical Models | |
| Rina Dechter, Natalia Flerova, Radu Marinescu |
| A Tractable First-Order Probabilistic Logic | |
| Pedro Domingos, William Austin Webb |
| Advances in Lifted Importance Sampling | |
| Vibhav Gogate, Abhay Jha, Deepak Venugopal |
| I'm Doing as Well as I Can: Modeling People as Rational Finite Automata | |
| Joe Halpern, Rafael Pass, Lior Seeman |
| Using Sliding Windows to Generate Action Abstractions in Extensive-Form Games | |
| John Alexander Hawkin, Robert Holte, Duane Szafron |
| Sequential Decision Making with Rank Dependent Utility: A Minimax Regret Approach | |
| Gildas Jeantet, Patrice Perny, Olivier Spanjaard |
| Modeling Context Aware Dynamic Trust Using Hidden Markov Model | |
| Xin Liu, Anwitaman Datta |
| Time-Consistency of Optimization Problems | |
| Takayuki Osogami, Tetsuro Morimura |
| Symbolic Variable Elimination for Discrete and Continuous Graphical Models | |
| Scott Sanner, Ehsan Abbasnejad |
| Conditioning in First-Order Knowledge Compilation and Lifted Probabilistic Inference | |
| Guy Van den Broeck, Jesse Davis |
| Belief Functions on Distributive Lattices | |
| Chunlai Zhou |
Robotics
| Visibility Induction for Discretized Pursuit-Evasion Games | |
| Ahmed Abdelkader Abdelrazek, Hazem M El-Alfy |
| Efficient Optimization of Control Libraries | |
| Debadeepta Dey, Tian Yu Liu, Boris Sofman, James Andrew Bagnell |
| Mirror Perspective-Taking with a Humanoid Robot | |
| Justin Wildrick Hart, Brian Scassellati |
| Repeated Sequential Auctions with Dynamic Task Clusters | |
| Bradford Gregory John Heap, Maurice Pagnucco |
| Visual Saliency Estimation through Manifold Learning | |
| Richard M. Jiang, Danny Crookes |
| Catch Me If You Can: Pursuit and Capture in Polygonal Environments with Obstacles | |
| Kyle Klein, Subhash Suri |
| Coordinated Multi-Robot Exploration Under Communication Constraints Using Decentralized Markov Decision Processes | |
| Laetitia Matignon, Laurent Jeanpierre, Abdel-Illah Mouaddib |
| Occupancy Grid Models for Robot Mapping in Changing Environments | |
| Daniel Meyer-Delius, Maximilian Beinhofer, Wolfram Burgard |
| Improving Request Compliance through Robot Affect | |
| Lilia Moshkina |
| Bayesian Unification of Sound Source Localization and Separation with Permutation Resolution | |
| Takuma Otsuka, Katsuhiko Ishiguro, Hiroshi Sawada, Hiroshi G. Okuno |
| Symmetric Rendezvous in Planar Environments With and Without Obstacles | |
| Deniz Ozsoyeller, Volkan Isler, Andrew Beveridge |
| Automatic Targetless Extrinsic Calibration of a 3D Lidar and Camera by Maximizing Mutual Information | |
| Gaurav Pandey, James R. McBride, Silvio Savarese, Ryan M. Eustice |
| Searching for Optimal Off-Line Exploration Paths in Grid Environments for a Robot with Limited Visibility | |
| Alberto Quattrini Li, Francesco Amigoni, Nicola Basilico |
| Mobile Robot Planning to Seek Help with Spatially-Situated Tasks | |
| Stephanie Rosenthal, Manuela Veloso |
| Using the Web to Interactively Learn to Find Objects | |
| Mehdi Samadi, Thomas Kollar, Manuela Veloso |
| Model Learning and Real-Time Tracking Using Multi-Resolution Surfel Maps | |
| Jörg Stückler, Sven Behnke |
| Parsing Outdoor Scenes from Streamed 3D Laser Data Using Online Clustering and Incremental Belief Updates | |
| Rudolph A. Triebel, Rohan Paul, Daniela Rus, Paul Newman |
Spotlight
| Search-Based Path Planning with Homotopy Class Constraints in 3D | |
| Subhrajit Bhattacharya, Maxim Likhachev, Vijay Kumar |
| SMT-Based Verification of Hybrid Systems | |
| Alessandro Cimatti, Sergio Mover, Stefano Tonetta |
| Computing Game-Theoretic Solutions and Applications to Security | |
| Vincent Conitzer |
| Goal Recognition with Markov Logic Networks for Player-Adaptive Games | |
| Eun Y. Ha, Jonathan P. Rowe, Bradford W. Mott, James C. Lester |
| Seven Challenges in Parallel SAT Solving | |
| Youssef Hamadi, Christoph M Wintersteiger |
| Semi-Relaxed Plan Heuristics | |
| Emil Ragip Keyder, Joerg Hoffmann, Patrik Haslum |
| Research Challenges in Combinatorial Search | |
| Richard Earl Korf |
| Usage-Centric Benchmarking of RDF Triple Stores | |
| Mohamed Morsey, Jens Lehmann, Sören Auer, Axel-Cyrille Ngonga Ngomo |
| Optimal Manipulation of Voting Rules | |
| Svetlana Obraztsova, Edith Elkind |
| Opportunities and Challenges for Constraint Programming | |
| Barry O'Sullivan |
| Relative Attributes for Enhanced Human-Machine Communication | |
| Devi Parikh, Adriana Kovashka, Amar Parkash, Kristen Grauman |
| Interactive Narrative: A Novel Application of Artificial Intelligence for Computer Games | |
| Mark Riedl, Vadim Bulitko |
| Delivering the Smart Grid: Challenges for Autonomous Agents and Multi-Agent Systems Research | |
| Alex Rogers, Sarvapali D. Ramchurn, Nicholas R. Jennings |
| PROTECT: An Application of Computational Game Theory for the Security of the Ports of the United States | |
| Eric Anyung Shieh, Bo An, Rong Yang, Milind Tambe, Craig Baldwin, Joseph DiRenzo, Ben Maule, Garrett Meyer |
| Planning as an Iterative Process | |
| David E. Smith |
| Heuristic Search Comes of Age | |
| Nathan R. Sturtevant, Ariel Felner, Maxim Likhachev, Wheeler Ruml |
| Symmetry Breaking Constraints: Recent Results | |
| Toby Walsh |
Student Abstracts
| Strategic Advice Provision in Repeated Human-Agent Interactions (Abstract) | |
| Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman, Ya'akov Gal |
| Temporally Expressive Planning Based on Answer Set Programming with Constraints | |
| Forrest Sheng Bao, Yuanlin Zhang |
| Improving Convergence of CMA-ES Through Structure-Driven Discrete Recombination | |
| Tim Brys, Ann Nowé |
| Recommending Related Microblogs: A Comparison Between Topic and WordNet based Approaches | |
| Xing Chen, Lin Li, Guandong Xu, Zhenglu Yang, Masaru Kitsuregawa |
| A Theoretical Framework of the Graph Shift Algorithm | |
| Xuhui Fan, Longbing Cao |
| Active Learning from Oracle with Knowledge Blind Spot | |
| Meng Fang, Xingquan Zhu, Chengqi Zhang |
| A New Operator for ABox Revision in DL-Lite | |
| Sibei Gao, Guilin Qi, Haofen Wang |
| Exploiting Shared Resource Dependencies in Spectrum Based Plan Diagnosis | |
| Shekhar Gupta, Nico Roos, Cees Witteveen, Bob Price, Johan DeKleer |
| A Market-Based Coordination Mechanism for Resource Planning Under Uncertainty | |
| Hadi Hosseini, Jesse Hoey, Robin Cohen |
| Estimation of Suitable Action to Realize Given Novel Effect with Given Tool Using Bayesian Tool Affordances | |
| Raghvendra Jain, Tetsunari Inamura |
| Failure Handling In a Planning Framework | |
| Sertac Karapinar, Sanem Sariel-Talay |
| Informed Initial Policies for Learning in Dec-POMDPs | |
| Landon Jeffrey Kraemer, Bikramjit Banerjee |
| Online Sequence Alignment for Real-Time Audio Transcription by Non-Experts | |
| Walter S. Lasecki, Christopher D. Miller, Donato Borrello, Jeffrey P. Bigham |
| Real-Time Collaborative Planning with the Crowd | |
| Walter S. Lasecki, Jeffrey P. Bigham, James F. Allen, George Ferguson |
| An Investigation of Sensitivity on Bagging Predictors: An Empirical Approach | |
| Guohua Liang |
| Large Scale Temporal RDFS Reasoning Using MapReduce | |
| Chang Liu, Guilin Qi, Yong Yu |
| Mining Context-Aware Significant Travel Sequences from Geotagged Social Media | |
| Abdul Majid, Ling Chen, Hamid Turab Mirza, Ibrar Hussain, Gencai Chen |
| Exploring Mixed-Initiative Interaction for Learning with Situated Instruction in Cognitive Agents | |
| Shiwali Mohan, John Laird |
| Threats and Trade-Offs in Resource Critical Crowdsourcing Tasks Over Networks | |
| Swaprava Nath, Pankaj Dayama, Dinesh Garg, Y. Narahari, James Zou |
| Learning Names for RFID-Tagged Objects in Activity Videos | |
| Ian E. Perera, James F. Allen |
| Frugal Coordinate Descent for Large-Scale NNLS | |
| Vamsi Potluru |
| A Bucket Elimination Approach for Determining Strong Controllability of Temporal Plans with Uncontrollable Choices | |
| Pedro Henrique Rodrigues Quemel e Assis Santana, Brian Charles Williams |
| CCE: A Coupled Framework of Clustering Ensembles | |
| Zhong She, Can Wang, Longbing Cao |
| A Testbed for Learning by Demonstration from Natural Language and RGB-Depth Video | |
| Young Chol Song, Henry Kautz |
| Learning Transformation Rules by Examples | |
| Bo Wu, Pedro Szekely, Craig A. Knoblock |
| Combining Probabilistic Planning and Logic Programming on Mobile Robots | |
| Shiqi Zhang, Forrest Sheng Bao, Mohan Sridharan |
| Matching State-Based Sequences with Rich Temporal Aspects | |
| Aihua Zheng, Jixin Ma, Jin Tang, Bin Luo |
Doctoral Consortium
| Capabilities in Heterogeneous Multi-Robot Systems | |
| Jennifer Elisabeth Buehler |
| Planning Under Time Pressure | |
| Ethan Andrew Burns |
| Enriching Chatter Bots With Semantic Conversation Control | |
| Chayan Chakrabarti |
| Solution Diversity in Planning | |
| Alexandra Coman |
| Abductive Metareasoning for Truth-Seeking Agents | |
| Joshua Eckroth |
| Acquiring Domain Specific Knowledge and Coreference Cues for Coreference Resolution | |
| Nathan Gilbert |
| A Multi-Agent Control Architecture for a Rescue Robot | |
| Adam Haber |
| Dynamic Multiagent Resource Allocation: Integrating Auctions and MDPs for Real-Time Decisions | |
| Hadi Hosseini |
| Learning Actions and Action Verbs from Human-Agent Interaction | |
| Shiwali Mohan |
| Generalizing and Executing Plans | |
| Christian James Muise |
| Iterative Voting under Uncertainty for Group Recommender Systems (Research Abstract) | |
| Lihi Naamani-Dery |
| Complex Task Learning from Unstructured Demonstrations | |
| Scott Niekum |
| Building Collaborative Strategies via Imitation | |
| Saleha Raza |
| Large-Scale Mapping and Navigation in VirtualWorlds: Thesis Summary | |
| Katrina Samperi |
| Effects of Representation on Solving Complex Spatial-Temporal Problems | |
| Baylor Wetzel |