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ORCIDUAI Application Workshops 2013: Bellvue, Washington, USA
- Russell G. Almond, Ole J. Mengshoel:
Proceedings of the 2013 UAI Application Workshops: Big Data meet Complex Models and Models for Spatial, Temporal and Network Data, Bellvue, Washington, USA. CEUR Workshop Proceedings 1024, CEUR-WS.org 2013
Part I: Big Data meet Complex Models
- Russell G. Almond
, Yoon Jeon Kim, Valerie J. Shute, Matthew Ventura:
Debugging the Evidence Chain. 1-10 - Behnam Babagholami-Mohamadabadi, Amin Jourabloo, Mohammadreza Zolfaghari, Mohammad T. Manzuri Shalmani:
Bayesian Supervised Dictionary learning. 11-19 - Deirdre Kerr, Gregory K. W. K. Chung:
Identifying Learning Trajectories in an Educational Video Game. 20-28 - Setareh Rafatirad, Kathryn B. Laskey:
Transforming Personal Artifacts into Probabilistic Narratives. 29-38 - Wei Sun, Robin Hanson, Kathryn B. Laskey, Charles Twardy:
Learning Parameters by Prediction Markets and Kelly Rule for Graphical Models. 39-48 - Barbaros Yet, William Marsh, Zane Perkins, Nigel Tai, Norman E. Fenton:
Predicting Latent Variables with Knowledge and Data: A Case Study in Trauma Care. 49
Part II: Models for Spatial, Temporal, and Network Data
- John Mark Agosta, Preeti J. Pillai:
A Lightweight Inference Method for Image Classification. 50-57 - David A. Moore, Stuart Russell:
Product Trees for Gaussian Process Covariance in Sublinear Time. 58-66 - Feng-Tso Sun, Yi-Ting Yeh, Ole J. Mengshoel, Martin L. Griss:
Latent Topic Analysis for Predicting Group Purchasing Behavior on the Social Web. 67-76 - Lauchlin A. T. Wilkinson, Yung En Chee, Ann E. Nicholson, Pedro Quintana-Ascencio:
An Object-oriented Spatial and Temporal Bayesian Network for Managing Willows in an American Heritage River Catchment. 77-86 - Lu Zheng, Ole J. Mengshoel:
Exploring Multiple Dimensions of Parallelism in Junction Tree Message Passing. 87-96
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