Presentations and Authors

Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All

Artificial Intelligence and the Web

Querying Linked Ontological Data through Distributed Summarization PDF
Achille Fokoue, Felipe Meneguzzi, Murat Sensoy, Jeff Z. Pan
Predictive Mining of Comparable Entities from the Web PDF
Myungha Jang, Jin-woo Park, Seung-won Hwang
BabelRelate! A Joint Multilingual Approach to Computing Semantic Relatedness PDF
Roberto Navigli, Simone Paolo Ponzetto
Adaptive Polling for Information Aggregation PDF
Thomas Pfeiffer, Xi Alice Gao, Yiling Chen, Andrew Mao, David G. Rand
REWOrD: Semantic Relatedness in the Web of Data PDF
Giuseppe Pirró

Computational Sustainability and Artificial Intelligence

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
Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types PDF
Oliver Parson, Siddhartha Ghosh, Mark Weal, Alex Rogers

Constraints, Satisfiability, and Search

An Efficient Higher-Order Consistency Algorithm for Table Constraints PDF
Anastasia Paparrizou, Kostas Stergiou
Trap Avoidance in Local Search Using Pseudo-Conflict Learning PDF
Duc Nghia Pham, Thach-Thao Duong, Abdul Sattar

Knowledge-Based Information Systems

Improving Twitter Retrieval by Exploiting Structural Information PDF
Zhunchen Luo, Miles Osborne, Saša Petrovic ́, Ting Wang
Transfer Learning in Collaborative Filtering with Uncertain Ratings PDF
Weike Pan, Evan W. Xiang, Qiang Yang
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems PDF
Truyen Tran, Dinh Q. Phung, Svetha Venkatesh

Knowledge Representation and Reasoning

Transportability of Causal Effects: Completeness Results PDF
Elias Bareinboim, Judea Pearl
The Parameterized Complexity of Abduction PDF
Michael R. Fellows, Andreas Pfandler, Frances A. Rosamond, Stefan Rümmele
Reformulating Temporal Action Logics in Answer Set Programming PDF
Joohyung Lee, Ravi Palla
Exploring the Duality in Conflict-Directed Model-Based Diagnosis PDF
Roni Tzvi Stern, Meir Kalech, Alexander Feldman, Gregory Provan

Machine Learning

Compressed Least-Squares Regression on Sparse Spaces PDF
Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau, Doina Precup
Hierarchical Double Dirichlet Process Mixture of Gaussian Processes PDF
Aditya Tayal, Pascal Poupart, Yuying Li

Multiagent Systems

Computing Equilibria with Two-Player Zero-Sum Continuous Stochastic Games with Switching Controller PDF
Guido Bonomi, Nicola Gatti, Fabio Panozzo, Marcello Restelli
A Dynamic Rationalization of Distance Rationalizability PDF
Craig Boutilier, Ariel D. Procaccia
On Maxsum Fair Cake Divisions PDF
Steven J. Brams, Michal Feldman, John K. Lai, Jamie Morgenstern, Ariel D. Procaccia
Dynamic Matching via Weighted Myopia with Application to Kidney Exchange PDF
John P. Dickerson, Ariel D. Procaccia, Tuomas Sandholm
Optimizing Payments in Dominant-Strategy Mechanisms for Multi-Parameter Domains PDF
Lachlan Thomas Dufton, Victor Naroditskiy, Maria Polukarov, Nicholas R. Jennings
Computing Optimal Strategies to Commit to in Stochastic Games PDF
Joshua Letchford, Liam MacDermed, Vincent Conitzer, Ronald Parr, Charles L. Isbell
A Complexity-of-Strategic-Behavior Comparison between Schulze's Rule and Ranked Pairs PDF
David C. Parkes, Lirong Xia
A Scalable Message-Passing Algorithm for Supply Chain Formation PDF
Toni Penya-Alba, Meritxell Vinyals, Jesus Cerquides, Juan A. Rodriguez-Aguilar
A Robust Bayesian Truth Serum for Small Populations PDF
Jens Witkowski, David C. Parkes

Multidisciplinary Topics

Identifying Bullies with a Computer Game PDF
Juan Fernando Mancilla-Caceres, Wen Pu, Eyal Amir, Dorothy Espelage
Identifying Adverse Drug Events by Relational Learning PDF
David Page, Vitor Santos Costa, Sriraam Natarajan, Aubrey Barnard, Peggy Peissig, Michael Caldwell

Reasoning about Plans, Processes, and Actions

Efficient Approximate Value Iteration for Continuous Gaussian POMDPs PDF
Jur van den Berg, Sachin Patil, Ron Alterovitz

Reasoning Under Uncertainty

A Search Algorithm for Latent Variable Models with Unbounded Domains PDF
Michael Chiang, David Poole
I'm Doing as Well as I Can: Modeling People as Rational Finite Automata PDF
Joe Halpern, Rafael Pass, Lior Seeman
Sequential Decision Making with Rank Dependent Utility: A Minimax Regret Approach PDF
Gildas Jeantet, Patrice Perny, Olivier Spanjaard


Repeated Sequential Auctions with Dynamic Task Clusters PDF
Bradford Gregory John Heap, Maurice Pagnucco
Automatic Targetless Extrinsic Calibration of a 3D Lidar and Camera by Maximizing Mutual Information PDF
Gaurav Pandey, James R. McBride, Silvio Savarese, Ryan M. Eustice
Parsing Outdoor Scenes from Streamed 3D Laser Data Using Online Clustering and Incremental Belief Updates PDF
Rudolph A. Triebel, Rohan Paul, Daniela Rus, Paul Newman


Relative Attributes for Enhanced Human-Machine Communication PDF
Devi Parikh, Adriana Kovashka, Amar Parkash, Kristen Grauman

Student Abstracts

Exploiting Shared Resource Dependencies in Spectrum Based Plan Diagnosis PDF
Shekhar Gupta, Nico Roos, Cees Witteveen, Bob Price, Johan DeKleer
Learning Names for RFID-Tagged Objects in Activity Videos PDF
Ian E. Perera, James F. Allen
Frugal Coordinate Descent for Large-Scale NNLS PDF
Vamsi Potluru

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