Presentations and Authors


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AI and the Web

Inferring Same-As Facts from Linked Data: An Iterative Import-by-Query Approach PDF
Mustafa Al-Bakri, Manuel Atencia, Steffen Lalande, Marie-Christine Rousset
Leveraging Social Foci for Information Seeking in Social Media PDF
Suhas Ranganath, Jiliang Tang, Xia Hu, Hari Sundaram, Huan Liu
Extracting Bounded-Level Modules from Deductive RDF Triplestores PDF
Marie-Christine Rousset, Federico Ulliana
Question/Answer Matching for CQA System via Combining Lexical and Sequential Information PDF
Yikang Shen, Wenge Rong, Zhiwei Sun, Yuanxin Ouyang, Zhang Xiong
A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem PDF
Sigal Sina, Avi Rosenfeld, Sarit Kraus, Navot Akiva

Applications

R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection PDF
Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Chris Leckie

Computational Sustainability and AI

Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing PDF
Filippo Bistaffa, Alessandro Farinelli, Sarvapali D. Ramchurn
A Nonparametric Online Model for Air Quality Prediction PDF
Vitor Campanholo Guizilini, Fabio Tozeto Ramos

Game Playing and Interactive Entertainment

Continuity Editing for 3D Animation PDF
Quentin Galvane, Rémi Ronfard, Christophe Lino, Marc Christie

Game Theory and Economic Paradigms

Online Learning and Profit Maximization from Revealed Preferences PDF
Kareem Amin, Rachel Cummings, Lili Dworkin, Michael Kearns, Aaron Roth
The Pricing War Continues: On Competitive Multi-Item Pricing PDF
Omer Lev, Joel Oren, Craig Boutilier, Jeffrey S. Rosenschein
On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be? PDF
Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov, Zinovi Rabinovich, Nicholas R. Jennings
Analysis of Equilibria in Iterative Voting Schemes PDF
Zinovi Rabinovich, Svetlana Obraztsova, Omer Lev, Evangelos Markakis, Jeffrey S. Rosenschein
Incentives for Subjective Evaluations with Private Beliefs PDF
Goran Radanovic, Boi Faltings
Exploring Information Asymmetry in Two-Stage Security Games PDF
Haifeng Xu, Zinovi Rabinovich, Shaddin Dughmi, Milind Tambe
Balanced Trade Reduction for Dual-Role Exchange Markets PDF
Dengji Zhao, Sarvapali D. Ramchurn, Enrico H. Gerding, Nicholas R. Jennings

Heuristic Search and Optimization

Recursive Best-First Search with Bounded Overhead PDF
Matthew Hatem, Scott Kiesel, Wheeler Ruml
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization PDF
Danny Munera, Daniel Diaz, Salvador Abreu, Francesca Rossi, Vijay Saraswat, Philippe Codognet

Human-Computation and Crowd Sourcing

Crowdsourcing Complex Workflows under Budget Constraints PDF
Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld, Sarvapali D. Ramchurn, Nicholas R. Jennings

Humans and AI

When Suboptimal Rules PDF
Avshalom Elmalech, David Sarne, Avi Rosenfeld, Eden Shalom Erez
Providing Arguments in Discussions Based on the Prediction of Human Argumentative Behavior PDF
Ariel Rosenfeld, Sarit Kraus

Integrated Systems

Toward Mobile Robots Reasoning Like Humans PDF
Jean H Oh, Arne Suppé, Felix Duvallet, Abdeslam Boularias, Luis Navarro-Serment, Martial Hebert, Anthony Stentz, Jerry Vinokurov, Oscar Romero, Christian Lebiere, Robert Dean

Knowledge Representation and Reasoning

Tractable Interval Temporal Propositional and Description Logics PDF
Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov, Michael Zakharyaschev
asprin: Customizing Answer Set Preferences without a Headache PDF
Gerhard Brewka, James Delgrande, Javier Romero, Torsten Schaub
XPath for DL Ontologies PDF
Egor V. Kostylev, Juan L. Reutter, Domagoj Vrgoc
How Many Diagnoses Do We Need? PDF
Roni Tzvi Stern, Meir Kalech, Shelly Rogov, Alexander Feldman

Machine Learning Applications

Variational Inference for Nonparametric Bayesian Quantile Regression PDF
Sachinthaka Abeywardana, Fabio Ramos
PD Disease State Assessment in Naturalistic Environments Using Deep Learning PDF
Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz
Identifying At-Risk Students in Massive Open Online Courses PDF
Jiazhen He, James Bailey, Benjamin I. P. Rubinstein, Rui Zhang
Scalable and Interpretable Data Representation for High-Dimensional, Complex Data PDF
Been Kim, Kayur Patel, Afshin Rostamizadeh, Julie Shah
Sub-Merge: Diving Down to the Attribute-Value Level in Statistical Schema Matching PDF
Zhe Lim, Benjamin Rubinstein
On Vectorization of Deep Convolutional Neural Networks for Vision Tasks PDF
Jimmy SJ. Ren, Li Xu

Multiagent Systems

An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types PDF
Stefano Vittorino Albrecht, Jacob William Crandall, Subramanian Ramamoorthy
Fast Convention Formation in Dynamic Networks Using Topological Knowledge PDF
Mohammad Rashedul Hasan, Anita Raja, Ana Bazzan
Distributing Coalition Value Calculations to Coalition Members PDF
Luke Riley, Katie Atkinson, Paul E. Dunne, Terry R. Payne

NLP and Knowledge Representation

Refer-to-as Relations as Semantic Knowledge PDF
Song Feng, Sujith Ravi, Ravi Kumar, Polina Kuznetsova, Wei Liu, Alexander C. Berg, Tamara L. Berg, Yejin Choi
Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics PDF
Rahul Jha, Reed Coke, Dragomir Radev

NLP and Machine Learning

Never-Ending Learning PDF
Tom M. Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapa Nakashole, Emmanouil Antonios Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling
The Utility of Text: The Case of Amicus Briefs and the Supreme Court PDF
Yanchuan Sim, Bryan R Routledge, Noah A Smith

NLP and Text Mining

Towards Knowledge-Driven Annotation PDF
Yassine Mrabet, Claire Gardent, Muriel Foulonneau, Elena Simperl, Eric Ras

Novel Machine Learning Algorithms

Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment PDF
Haitham Bou Ammar, Eric Eaton, Paul Ruvolo, Matthew E. Taylor
Structural Learning with Amortized Inference PDF
Kai-Wei Chang, Shyam Upadhyay, Gourab Kundu, Dan Roth
Localized Centering: Reducing Hubness in Large-Sample Data PDF
Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Miloš Radovanović
Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data PDF
Wenzhao Lian, Piyush Rai, Esther Salazar, Lawrence Carin
Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction PDF
Anqi Liu, Lev Reyzin, Brian D. Ziebart
The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning PDF
Charles Mathy, Nate Derbinsky, Jose Bento, Jonathan Rosenthal, Jonathan Yedidia
Multi-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation PDF
Matteo Pirotta, Simone Parisi, Marcello Restelli
Leveraging Features and Networks for Probabilistic Tensor Decomposition PDF
Piyush Rai, Yingjian Wang, Lawrence Carin
Doubly Robust Covariate Shift Correction PDF
Sashank Jakkam Reddi, Barnabas Poczos, Alex Smola
Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision PDF
Yi Zhen, Piyush Rai, Hongyuan Zha, Lawrence Carin

Planning and Scheduling

Robustness in Probabilistic Temporal Planning PDF
Jeb Brooks, Emilia Reed, Alexander Gruver, James C. Boerkoel
Strong Temporal Planning with Uncontrollable Durations: A State-Space Approach PDF
Alessandro Cimatti, Andrea Micheli, Marco Roveri
From Non-Negative to General Operator Cost Partitioning PDF
Florian Pommerening, Malte Helmert, Gabriele Röger, Jendrik Seipp
Discretization of Temporal Models with Application to Planning with SMT PDF
Jussi Rintanen
Tractability of Planning with Loops PDF
Siddharth Srivastava, Shlomo Zilberstein, Abhishek Gupta, Pieter Abbeel, Stuart Russell

Reasoning under Uncertainty

On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions PDF
Aaditya Ramdas, Sashank Jakkam Reddi, Barnabas Poczos, Aarti Singh, Larry Wasserman
Representation Discovery for MDPs Using Bisimulation Metrics PDF
Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup

Search and Constraint Satisfaction

SAT-Based Strategy Extraction in Reachability Games PDF
Niklas Een, Alexander Legg, Nina Narodytska, Leonid Ryzhyk

Senior Member Papers

Impact of Modeling Languages on the Theory and Practice in Planning Research PDF
Jussi Rintanen

Student Abstracts

Predicting the Quality of User Experiences to Improve Productivity and Wellness PDF
Priya Lekha Donti, Jacob Rosenbloom, Alex Gruver, James Jr C. Boerkoel
Effect of Spatial Pooler Initialization on Column Activity in Hierarchical Temporal Memory PDF
Mackenzie Leake, Liyu Xia, Kamil Rocki, Wayne Imaino
Improving Cross-Domain Recommendation through Probabilistic Cluster-Level Latent Factor Model PDF
Siting Ren, Sheng Gao, Jianxin Liao, Jun Guo
Representation Discovery for MDPs Using Bisimulation Metrics PDF
Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup

Doctoral Consortium

Scalable Agent Modeling for Large Multiagent Systems PDF
Carrie Rebhuhn

Demonstrations

A Planning-Based Assistance System for Setting Up a Home Theater PDF
Pascal Bercher, Felix Richter, Thilo Hörnle, Thomas Geier, Daniel Höller, Gregor Behnke, Florian Nothdurft, Frank Honold, Wolfgang Minker, Michael Weber, Susanne Biundo
Towards Cognitive Automation of Data Science PDF
Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby Sow, Gerald Tesauro, Deepak Turaga
World WordNet Database Structure: An Efficient Schema for Storing Information of WordNets of the World PDF
Hanumant Harichandra Redkar, Sudha Baban Bhingardive, Diptesh Kanojia, Pushpak Bhattacharyya
The Network Data Repository with Interactive Graph Analytics and Visualization PDF
Ryan Rossi, Nesreen Ahmed
DeepTutor: An Effective, Online Intelligent Tutoring System That Promotes Deep Learning PDF
Vasile Rus, Nobal Niraula, Rajendra Banjade

Virtual Agent Demonstrations

Scheherazade: Crowd-Powered Interactive Narrative Generation PDF
Boyang Li, Mark Riedl
SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications PDF
Louis-Philippe Morency, Giota Stratou, David DeVault, Arno Hartholt, Margo Lhommet, Gale Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David Traum, Albert Rizzo

What's Hot Abstracts

AIBIRDS: The Angry Birds Artificial Intelligence Competition PDF
Jochen Renz
RoboCup@Home — Benchmarking Domestic Service Robots PDF
Sven Wachsmuth, Dirk Holz, Maja Rudinac, Javier Ruiz-del-Solar


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