Presentations and Authors

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Artificial Intelligence and the Web

SPARQL Query Containment Under SHI Axioms PDF
Melisachew Wudage Chekol, Jérôme Euzenat, Pierre Genevès, Nabil Layaïda
Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks PDF
Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu
Diagnosing Changes in An Ontology Stream: A DL Reasoning Approach PDF
Freddy Lecue
Dynamically Switching between Synergistic Workflows for Crowdsourcing PDF
Christopher H. Lin, Mausam Mausam, Daniel S. Weld
Fine-Grained Entity Recognition PDF
Xiao Ling, Daniel S. Weld
Social Context-Aware Trust Network Discovery in Complex Contextual Social Networks PDF
Guanfeng Liu, Yan Wang, Mehmet A Orgun
A Mouse-Trajectory Based Model for Predicting Query-URL Relevance PDF
Song Hengjie, Ruoxue Liao, Xiangliang Zhang, Chunyan Miao, Qiang Yang
A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering PDF
Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu
Discovering Spammers in Social Networks PDF
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 PDF
Nate Derbinsky, Justin Li, John Laird
Towards a Cognitive System that Can Recognize Spatial Regions Based on Context PDF
Nick Hawes, Matthew Klenk, Kate Lockwood, Graham S. Horn, John D Kelleher
Using Expectations to Drive Cognitive Behavior PDF
Unmesh Kurup, Christian Lebiere, Anthony Stentz, Martial Hebert
Functional Interactions Between Memory and Recognition Judgments PDF
Justin Li, Nate Derbinsky, John Laird
Social Cognition: Memory Decay and Adaptive Information Filtering for Robust Information Maintenance PDF
David Reitter, Christian Lebiere
Discovering Constraints for Inductive Process Modeling PDF
Ljupco Todorovski, Will Bridewell, Pat Langley

Computational Sustainability and Artificial Intelligence

A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring PDF
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 PDF
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 PDF
Donghun Lee, Warren B Powell
Sensing the Air We Breathe — The OpenSense Zurich Dataset PDF
Jason Jingshi Li, Boi Faltings, Olga Saukh, David Hasenfratz, Jan Beutel

Constraints, Satisfiability, and Search

Filtering Decomposable Global Cost Functions PDF
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 PDF
Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
From Streamlined Combinatorial Search to Efficient Constructive Procedures PDF
Ronan Le Bras, Carla Gomes, Bart Selman
Polynomially Decomposable Global Cost Functions in Weighted Constraint Satisfaction PDF
Jimmy Lee, Ka Lun Leung, Yi Wu
Fast and Accurate Predictions of IDA*'s Performance PDF
Levi H. S. Lelis, Sandra Zilles, Robert C. Holte
On the Relation of Constraint Answer Set Programming Languages and Algorithms PDF
Yuliya Lierler
Predicting Satisfiability at the Phase Transition PDF
Lin Xu, Holger H. Hoos, Kevin Leyton-Brown

Knowledge-Based Information Systems

Time-Critical Influence Maximization in Social Networks with Time-Delayed Diffusion Process PDF
Wei Chen, Wei Lu, Ning Zhang
Double-Bit Quantization for Hashing PDF
Weihao Kong, Wu-Jun Li
Random Projection with Filtering for Nearly Duplicate Search PDF
Yue Lin, Rong Jin, Deng Cai, Xiaofei He
Improving Twitter Retrieval by Exploiting Structural Information PDF
Zhunchen Luo, Miles Osborne, Saša Petrovic ́, Ting Wang
Generating Pictorial Storylines Via Minimum-Weight Connected Dominating Set Approximation in Multi-View Graphs PDF
Dingding Wang, Tao Li, Mitsunori Ogihara

Knowledge Representation and Reasoning

Ontology-Based Data Access with Dynamic TBoxes in DL-Lite PDF
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 PDF
Yi Fan, Minghui Cai, Naiqi Li, Yongmei Liu
On Finding Optimal Polytrees PDF
Serge Gaspers, Mikko Koivisto, Mathieu Liedloff, Sebastian Ordyniak, Stefan Szeider
Equality-Friendly Well-Founded Semantics and Applications to Description Logics PDF
Georg Gottlob, André Hernich, Clemens Kupke, Thomas Lukasiewicz
Reformulating Temporal Action Logics in Answer Set Programming PDF
Joohyung Lee, Ravi Palla
A Well-Founded Semantics for Basic Logic Programs with Arbitrary Abstract Constraint Atoms PDF
Yisong Wang, Fangzhen Lin, Mingyi Zhang, Jia-Huai You

Machine Learning

Towards Population Scale Activity Recognition: A Framework for Handling Data Diversity PDF
Saeed Abdullah, Nicholas D. Lane, Tanzeem Choudhury
Weighted Clustering PDF
Margareta Ackerman, Shai Ben-David, Simina Brânzei, David Loker
Conservative and Greedy Approaches to Classification-Based Policy Iteration PDF
Mohammad Ghavamzadeh, Alessandro Lazaric
Learning the Kernel Matrix with Low-Rank Multiplicative Shaping PDF
Tomer Levinboim, Fei Sha
Teaching Machines to Learn by Metaphors PDF
Omer Levy, Shaul Markovitch
Topic Correlation Analysis for Cross-Domain Text Classification PDF
Lianghao Li, Xiaoming Jin, Mingsheng Long
Sparse Probabilistic Relational Projection PDF
Wu-Jun Li, Dit-Yan Yeung
Towards Discovering What Patterns Trigger What Labels PDF
Yu-Feng Li, Ju-Hua Hu, Yuang Jiang, Zhi-Hua Zhou
Ensemble Feature Weighting Based on Local Learning and Diversity PDF
Yun Li, Suyan Gao, Songcan Chen
Unsupervised Feature Selection Using Nonnegative Spectral Analysis PDF
Zechao Li, Yi Yang, Jing Liu, Xiaofang Zhou, Hanqing Lu
Transfer Learning with Graph Co-Regularization PDF
Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang Yang
Margin-Based Feature Selection in Incomplete Data PDF
Qiang Lou, Zoran Obradovic
Leveraging Domain Knowledge in Multitask Bayesian Network Structure Learning PDF
Diane Oyen, Terran Lane
Sequence Labeling with Non-Negative Weighted Higher Order Features PDF
Xian Qian, Yang Liu
Hierarchical Double Dirichlet Process Mixture of Gaussian Processes PDF
Aditya Tayal, Pascal Poupart, Yuying Li
Discriminative Clustering via Generative Feature Mapping PDF
Liwei Wang, Xiong Li, Zhuowen Tu, Jiaya Jia
Pairwise Exemplar Clustering PDF
Yingzhen Yang, Xinqi Chu, Feng Liang, Thomas S. Huang
Hierarchical Modeling with Tensor Inputs PDF
Yada Zhu, Jingrui He, Rick Lawrence

Multiagent Systems

Sample Bounded Distributed Reinforcement Learning for Decentralized POMDPs PDF
Bikramjit Banerjee, Jeremy Lyle, Landon Kraemer, Rajesh Yellamraju
On Maxsum Fair Cake Divisions PDF
Steven J. Brams, Michal Feldman, John K. Lai, Jamie Morgenstern, Ariel D. Procaccia
Approximately Revenue-Maximizing Auctions for Deliberative Agents PDF
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 PDF
Ning Chen, Pinyan Lu, Hongyang Zhang
Generalized Sampling and Variance in Counterfactual Regret Minimization PDF
Richard Gibson, Marc Lanctot, Neil Burch, Duane Szafron, Michael Bowling
The Deployment-to-Saturation Ratio in Security Games PDF
Manish Jain, Kevin Leyton-Brown, Milind Tambe
Computing Optimal Strategies to Commit to in Stochastic Games PDF
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 PDF
Patrick Lucey, Alina Bialkowski, Peter Carr, Eric Foote, Iain Matthews

Multidisciplinary Topics

Algorithmic and Human Teaching of Sequential Decision Tasks PDF
Maya Cakmak, Manuel Lopes
Agent-Human Coordination with Communication Costs Under Uncertainty PDF
Asaf Frieder, Raz Lin, Sarit Kraus
Learning to Learn: Algorithmic Inspirations from Human Problem Solving PDF
Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
Performance and Preferences: Interactive Refinement of Machine Learning Procedures PDF
Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
Visual Saliency Map from Tensor Analysis PDF
Bing Li, Weihua Xiong, Weiming Hu

Natural-Language Processing

Opinion Target Extraction Using a Shallow Semantic Parsing Framework PDF
Shoushan Li, Rongyang Wang, Guodong Zhou
Emoticon Smoothed Language Models for Twitter Sentiment Analysis PDF
Kun-Lin Liu, Wu-Jun Li, Minyi Guo
Collective Nominal Semantic Role Labeling for Tweets PDF
Xiaohua Liu, Zhongyang Fu, Furu Wei, Ming Zhou
Exacting Social Events for Tweets Using a Factor Graph PDF
Xiaohua Liu, Xiangyang Zhou, Zhongyang Fu, Furu Wei, Ming Zhou
Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning PDF
Yan Liu, Sheng-hua Zhong, Wenjie Li
Sense Sentiment Similarity: An Analysis PDF
Mitra Mohtarami, Hadi Amiri, Man Lan, Thanh Phu Tran, Chew Lim Tan
Generating Coherent Summaries with Textual Aspects PDF
Renxian Zhang, Wenjie Li, Dehong Gao

Reasoning about Plans, Processes, and Actions

Covering Number as a Complexity Measure for POMDP Planning and Learning PDF
Zongzhang Zhang, Michael Littman, Xiaoping Chen

Reasoning Under Uncertainty

Modeling Context Aware Dynamic Trust Using Hidden Markov Model PDF
Xin Liu, Anwitaman Datta


Efficient Optimization of Control Libraries PDF
Debadeepta Dey, Tian Yu Liu, Boris Sofman, James Andrew Bagnell


Search-Based Path Planning with Homotopy Class Constraints in 3D PDF
Subhrajit Bhattacharya, Maxim Likhachev, Vijay Kumar
Goal Recognition with Markov Logic Networks for Player-Adaptive Games PDF
Eun Y. Ha, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Usage-Centric Benchmarking of RDF Triple Stores PDF
Mohamed Morsey, Jens Lehmann, Sören Auer, Axel-Cyrille Ngonga Ngomo
Heuristic Search Comes of Age PDF
Nathan R. Sturtevant, Ariel Felner, Maxim Likhachev, Wheeler Ruml

Student Abstracts

Recommending Related Microblogs: A Comparison Between Topic and WordNet based Approaches PDF
Xing Chen, Lin Li, Guandong Xu, Zhenglu Yang, Masaru Kitsuregawa
Online Sequence Alignment for Real-Time Audio Transcription by Non-Experts PDF
Walter S. Lasecki, Christopher D. Miller, Donato Borrello, Jeffrey P. Bigham
Real-Time Collaborative Planning with the Crowd PDF
Walter S. Lasecki, Jeffrey P. Bigham, James F. Allen, George Ferguson
An Investigation of Sensitivity on Bagging Predictors: An Empirical Approach PDF
Guohua Liang
Large Scale Temporal RDFS Reasoning Using MapReduce PDF
Chang Liu, Guilin Qi, Yong Yu
Exploring Mixed-Initiative Interaction for Learning with Situated Instruction in Cognitive Agents PDF
Shiwali Mohan, John Laird
Matching State-Based Sequences with Rich Temporal Aspects PDF
Aihua Zheng, Jixin Ma, Jin Tang, Bin Luo