Artificial Intelligence and the Web
| 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 |
| 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 |
| A Mouse-Trajectory Based Model for Predicting Query-URL Relevance | |
| Song Hengjie, Ruoxue Liao, Xiangliang Zhang, Chunyan Miao, Qiang Yang |
| 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 |
Cognitive Systems
| 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 |
| 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 |
| Social Cognition: Memory Decay and Adaptive Information Filtering for Robust Information Maintenance | |
| David Reitter, Christian Lebiere |
| Discovering Constraints for Inductive Process Modeling | |
| Ljupco Todorovski, Will Bridewell, Pat Langley |
Computational Sustainability and Artificial Intelligence
| 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 |
| 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 |
| 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 |
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 |
| Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching | |
| Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini |
| 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 |
| 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 |
| 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 |
| Generating Pictorial Storylines Via Minimum-Weight Connected Dominating Set Approximation in Multi-View Graphs | |
| Dingding Wang, Tao Li, Mitsunori Ogihara |
Knowledge Representation and Reasoning
| Ontology-Based Data Access with Dynamic TBoxes in DL-Lite | |
| Floriana Di Pinto, Giuseppe De Giacomo, Maurizio Lenzerini, Riccardo Rosati |
| 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 |
| 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 |
| Reformulating Temporal Action Logics in Answer Set Programming | |
| Joohyung Lee, Ravi Palla |
| A Well-Founded Semantics for Basic Logic Programs with Arbitrary Abstract Constraint Atoms | |
| Yisong Wang, Fangzhen Lin, Mingyi Zhang, Jia-Huai You |
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 |
| Conservative and Greedy Approaches to Classification-Based Policy Iteration | |
| Mohammad Ghavamzadeh, Alessandro Lazaric |
| 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 |
| 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 |
| Hierarchical Double Dirichlet Process Mixture of Gaussian Processes | |
| Aditya Tayal, Pascal Poupart, Yuying Li |
| Discriminative Clustering via Generative Feature Mapping | |
| Liwei Wang, Xiong Li, Zhuowen Tu, Jiaya Jia |
| Pairwise Exemplar Clustering | |
| Yingzhen Yang, Xinqi Chu, Feng Liang, Thomas S. Huang |
| Hierarchical Modeling with Tensor Inputs | |
| Yada Zhu, Jingrui He, Rick Lawrence |
Multiagent Systems
| Sample Bounded Distributed Reinforcement Learning for Decentralized POMDPs | |
| Bikramjit Banerjee, Jeremy Lyle, Landon Kraemer, Rajesh Yellamraju |
| On Maxsum Fair Cake Divisions | |
| Steven J. Brams, Michal Feldman, John K. Lai, Jamie Morgenstern, Ariel D. Procaccia |
| 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 |
| 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 |
| 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 |
Multidisciplinary Topics
| Algorithmic and Human Teaching of Sequential Decision Tasks | |
| Maya Cakmak, Manuel Lopes |
| Agent-Human Coordination with Communication Costs Under Uncertainty | |
| Asaf Frieder, Raz Lin, Sarit Kraus |
| 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 |
Natural-Language Processing
| 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 |
| Generating Coherent Summaries with Textual Aspects | |
| Renxian Zhang, Wenjie Li, Dehong Gao |
Reasoning about Plans, Processes, and Actions
| Covering Number as a Complexity Measure for POMDP Planning and Learning | |
| Zongzhang Zhang, Michael Littman, Xiaoping Chen |
Reasoning Under Uncertainty
| Modeling Context Aware Dynamic Trust Using Hidden Markov Model | |
| Xin Liu, Anwitaman Datta |
Robotics
| Efficient Optimization of Control Libraries | |
| Debadeepta Dey, Tian Yu Liu, Boris Sofman, James Andrew Bagnell |
Spotlight
| Search-Based Path Planning with Homotopy Class Constraints in 3D | |
| Subhrajit Bhattacharya, Maxim Likhachev, Vijay Kumar |
| Goal Recognition with Markov Logic Networks for Player-Adaptive Games | |
| Eun Y. Ha, Jonathan P. Rowe, Bradford W. Mott, James C. Lester |
| Usage-Centric Benchmarking of RDF Triple Stores | |
| Mohamed Morsey, Jens Lehmann, Sören Auer, Axel-Cyrille Ngonga Ngomo |
| Heuristic Search Comes of Age | |
| Nathan R. Sturtevant, Ariel Felner, Maxim Likhachev, Wheeler Ruml |
Student Abstracts
| Recommending Related Microblogs: A Comparison Between Topic and WordNet based Approaches | |
| Xing Chen, Lin Li, Guandong Xu, Zhenglu Yang, Masaru Kitsuregawa |
| 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 |
| Exploring Mixed-Initiative Interaction for Learning with Situated Instruction in Cognitive Agents | |
| Shiwali Mohan, John Laird |
| Matching State-Based Sequences with Rich Temporal Aspects | |
| Aihua Zheng, Jixin Ma, Jin Tang, Bin Luo |