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 |