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
Track:
 

AI and the Web

Extended Property Paths: Writing More SPARQL Queries in a Succinct Way PDF
Valeria Fionda, Giuseppe Pirrò, Mariano P. Consens
Estimating Temporal Dynamics of Human Emotions PDF
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
Consistent Knowledge Discovery from Evolving Ontologies PDF
Freddy Lecue, Jeff Z Pan
Handling Owl:sameAs via Rewriting PDF
Boris Motik, Yavor Nenov, Robert Edgar Felix Piro, Ian Horrocks
Incorporating Assortativity and Degree Dependence into Scalable Network Models PDF
Stephen Mussmann, John Moore, Joseph John Pfeiffer, Jennifer Neville
Using Description Logics for RDF Constraint Checking and Closed-World Recognition PDF
Peter F. Patel-Schneider

Applications

Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel PDF
Xiaomin Fang, Rong Pan, Guoxiang Cao, Xiuqiang He, Wenyuan Dai
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data PDF
Marzyeh Ghassemi, Marco A.F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng

Cognitive Systems

AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis PDF
Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria

Computational Sustainability and AI

Influence-Driven Model for Time Series Prediction from Partial Observations PDF
Saima Aman, Charalampos Chelmis, Viktor K. Prasanna
Towards Optimal Solar Tracking: A Dynamic Programming Approach PDF
Athanasios Aris Panagopoulos, Georgios Chalkiadakis, Nicholas Robert Jennings

Game Theory and Economic Paradigms

Approximating Optimal Social Choice under Metric Preferences PDF
Elliot Anshelevich, Onkar Bhardwaj, John Postl
Audit Games with Multiple Defender Resources PDF
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha
Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker PDF
Mithun Chakraborty, Sanmay Das, Justin Peabody
Congestion Games with Distance-Based Strict Uncertainty PDF
Reshef Meir, David Parkes
On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be? PDF
Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov, Zinovi Rabinovich, Nicholas R. Jennings
Voting Rules As Error-Correcting Codes PDF
Ariel D. Procaccia, Nisarg Shah, Yair Zick

Heuristic Search and Optimization

Incremental Weight Elicitation for Multiobjective State Space Search PDF
Nawal Benabbou, Patrice Perny
Convergent Plans for Large-Scale Evacuations PDF
Caroline Even, Victor Pillac, Pascal Van Hentenryck
Solving Distributed Constraint Optimization Problems Using Logic Programming PDF
Tiep Le, Tran Cao Son, Enrico Pontelli, William Yeoh

Human-Computation and Crowd Sourcing

Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency PDF
Diego Noble, Marcelo Prates, Daniel Bossle, Luís Lamb

Knowledge Representation and Reasoning

From Classical to Consistent Query Answering under Existential Rules PDF
Thomas Lukasiewicz, Maria Vanina Martinez, Andreas Pieris, Gerardo I Simari
Incremental Update of Datalog Materialisation: the Backward/Forward Algorithm PDF
Boris Motik, Yavor Nenov, Robert Edgar Felix Piro, Ian Horrocks
Exploring the KD45 Property of a Kripke Model After the Execution of an Action Sequence PDF
Tran Cao Son, Enrico Pontelli, Chitta Baral, Gregory Gelfond

Machine Learning Applications

PD Disease State Assessment in Naturalistic Environments Using Deep Learning PDF
Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz
Exploiting Determinism to Scale Relational Inference PDF
Mohamed Hamza Ibrahim, Christopher Pal, Gilles Pesant
Scalable and Interpretable Data Representation for High-Dimensional, Complex Data PDF
Been Kim, Kayur Patel, Afshin Rostamizadeh, Julie Shah
Mining User Interests from Personal Photos PDF
Pengtao Xie, Yulong Pei, Yuan Xie, Eric Xing

Multiagent Systems

SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning PDF
Patrick MacAlpine, Eric Price, Peter Stone
Distributing Coalition Value Calculations to Coalition Members PDF
Luke Riley, Katie Atkinson, Paul E. Dunne, Terry R. Payne

NLP and Machine Learning

Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser PDF
Devendra Singh Chaplot, Pushpak Bhattacharyya, Ashwin Paranjape
Topic Segmentation with an Ordering-Based Topic Model PDF
Lan Du, John K. Pate, Mark Johnson
Local Context Sparse Coding PDF
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
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

NLP and Text Mining

English Light Verb Construction Identification Using Lexical Knowledge PDF
Wei-Te Chen, Claire Bonial, Martha Palmer
Using Frame Semantics for Knowledge Extraction from Twitter PDF
Anders Søgaard, Barbara Plank, Hector Martinez Alonso

Novel Machine Learning Algorithms

Optimizing Bag Features for Multiple-Instance Retrieval PDF
Zhouyu Fu, Feifei Pan, Cheng Deng, Wei Liu
Unidimensional Clustering of Discrete Data Using Latent Tree Models PDF
April H. Liu, Leonard K.M. Poon, Nevin L. Zhang
The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits PDF
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović
Tensor-Variate Restricted Boltzmann Machines PDF
Tu Dinh Nguyen, Truyen Tran, Dinh Phung, Svetha Venkatesh
Obtaining Well Calibrated Probabilities Using Bayesian Binning PDF
Mahdi Pakdaman Naeini, Gregory Cooper, Milos Hauskrecht
Detecting and Tracking Concept Class Drift and Emergence in Non-Stationary Fast Data Streams PDF
Brandon Shane Parker, Latifur Khan
Detecting Change Points in the Large-Scale Structure of Evolving Networks PDF
Leto Peel, Aaron Clauset
Adaptive Sampling with Optimal Cost for Class-Imbalance Learning PDF
Yuxin Peng
Multi-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation PDF
Matteo Pirotta, Simone Parisi, Marcello Restelli
Doubly Robust Covariate Shift Correction PDF
Sashank Jakkam Reddi, Barnabas Poczos, Alex Smola
Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation PDF
Paul A. Szerlip, Gregory Morse, Justin K. Pugh, Kenneth O. Stanley
Online Boosting Algorithms for Anytime Transfer and Multitask Learning PDF
Boyu Wang, Joelle Pineau
SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering PDF
Han Zhao, Pascal Poupart, Yongfeng Zhang, Martin Lysy
10,000+ Times Accelerated Robust Subset Selection PDF
Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan

Planning and Scheduling

Variable-Deletion Backdoors to Planning PDF
Martin Kronegger, Sebastian Ordyniak, Andreas Pfandler
Information Gathering and Reward Exploitation of Subgoals for POMDPs PDF
Hang Ma, Joelle Pineau
Planning Over Multi-Agent Epistemic States: A Classical Planning Approach PDF
Christian Muise, Vaishak Belle, Paolo Felli, Sheila McIlraith, Tim Miller, Adrian R. Pearce, Liz Sonenberg
From Non-Negative to General Operator Cost Partitioning PDF
Florian Pommerening, Malte Helmert, Gabriele Röger, Jendrik Seipp
Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes PDF
Pascal Poupart, Aarti Malhotra, Pei Pei, Kee-Eung Kim, Bongseok Goh, Michael Bowling

Reasoning under Uncertainty

Representing Aggregators in Relational Probabilistic Models PDF
David Buchman, David Poole
Knowledge-Based Probabilistic Logic Learning PDF
Phillip Odom, Tushar Khot, Reid Porter, Sriraam Natarajan
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
Learning to Reject Sequential Importance Steps for Continuous-Time Bayesian Networks PDF
Jeremy C. Weiss, Sriraam Natarajan, C. David Page

Search and Constraint Satisfaction

Strong Bounds Consistencies and Their Application to Linear Constraints PDF
Christian Bessiere, Anastasia Paparrizou, Kostas Stergiou

Vision

Robust Subspace Clustering via Thresholding Ridge Regression PDF
Xi Peng, Zhang Yi, Huajin Tang
A Boosted Multi-Task Model for Pedestrian Detection with Occlusion Handling PDF
Chao Zhu, Yuxin Peng

Senior Member Papers

Speech Adaptation in Extended Ambient Intelligence Environments PDF
Bonnie J. Dorr, Lucian Galescu, Ian Perera, Kristy Hollingshead-Seitz, David Atkinson, Micah Clark, William Clancey, Yorick Wilks, Eric Fosler-Lussier

Student Abstracts

Stochastic Blockmodeling for Online Advertising PDF
Li Chen, Matthew Patton
Designing Vaccines that Are Robust to Virus Escape PDF
Swetasudha Panda, Yevgeniy Vorobeychik
"Is It Rectangular?" Using I Spy as an Interactive, Game-Based Approach to Multimodal Robot Learning PDF
Natalie Paige Parde, Michalis Papakostas, Konstantinos Tsiakas, Rodney D. Nielsen
A New Computational Intelligence Model for Long-Term Prediction of Solar and Geomagnetic Activity PDF
Mahboobeh Parsapoor, John Brooke, Bertil Svensson
GEF: A Self-Programming Robot Using Grammatical Evolution PDF
Charles Peabody, Jennifer H. Seitzer
Planning with Numeric Timed Initial Fluents PDF
Chiara Piacentini, Maria Fox, Derek Long
Combining Ontology Class Expression Generation with Mathematical Modeling for Ontology Learning PDF
Jedrzej Potoniec, Agnieszka Ławrynowicz
Representation Discovery for MDPs Using Bisimulation Metrics PDF
Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup

Demonstrations

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
Gene Selection in Microarray Datasets Using Progressively Refined PSO Scheme PDF
Yamuna Prasad, K. K. Biswas

Virtual Agent Demonstrations

LOL — Laugh Out Loud PDF
Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, Giovanna Varni, Antonio Camurri, Gualtiero Volpe
Using Social Relationships to Control Narrative Generation PDF
Julie Porteous, Fred Charles, Marc Cavazza


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