Latest News and Events

The SAMSI-FODAVA Workshop on Interactive Visualization and Analysis of Massive Data will be held on December 10-12, 2012.
Posted: October 02, 2012
The FODAVA Annual Meeting will immediately follow (Dec 12-13) the SAMSI/FODAVA joint workshop at the same location.
Posted: September 05, 2012
Many of the modern data sets such as text and image data can be represented in high-dimensional vector spaces and have benefited from computational methods that utilize advanced techniques from num
Posted: June 30, 2012

Technical Reports 2012

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[2012] Multiscale Geometric Methods for Data Sets II: Geometric Multi-Resolution Analysis
Authors: William K. Allard, Guangliang Chen, Mauro Maggioni
[2012] Reactive Bayesian Network Computation using Feedback Control: An Empirical Study
Authors: Ole J. Mengshoel, Abe Ishihara, Erik Reed
[2012] Adaptive Control of Bayesian Network Computation
Authors: Erik Reed, Abe Ishihara, Ole Mengshoel
[2012] The Impact of Social Affinity on Phone Calling Patterns: Categorizing Social Ties from Call Data Records
Authors: Sara Motahari, Ole J. Mengshoel, Phyllis Reuther, Sandeep Appala, Luca Zoia, Jay Shah
[2012] MapReduce for Bayesian Network Parameter Learning using the EM Algorithm
Authors: Aniruddha Basak, Irina Brinster, Ole J. Mengshoel
[2012] Accelerating Bayesian Network Parameter Learning Using Hadoop and MapReduce
Authors: Aniruddha Basak, Irina Brinster, Xianheng Ma, Ole J. Mengshoel
[2012] Age-Layered Expectation Maximization for Parameter Learning in Bayesian Networks
Authors: Avneesh Saluja, Priya Krishnan Sundararajan, Ole J. Mengshoel
[2012] Multi-Source Learning for Joint Analysis of Incomplete Multi-Modality Neuroimaging Data
Authors: Lei Yuan, Yalin Wang, Paul M. Thompson, Vaibhav A. Narayan, Jieping Ye
[2012] Batch Mode Active Sampling based on Marginal Probability Distribution Matching
Authors: Rita Chattopadhyay, Zheng Wang, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye