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ML
2010
ACM
147views Machine Learning» more  ML 2010»
15 years 1 months ago
An ensemble uncertainty aware measure for directed hill climbing ensemble pruning
This paper proposes a new measure for ensemble pruning via directed hill climbing, dubbed Uncertainty Weighted Accuracy (UWA), which takes into account the uncertainty of the decis...
Ioannis Partalas, Grigorios Tsoumakas, Ioannis P. ...
ICASSP
2011
IEEE
14 years 10 months ago
A metric approach toward point process divergence
Estimating divergence between two point processes, i.e. probability laws on the space of spike trains, is an essential tool in many computational neuroscience applications, such a...
Sohan Seth, Austin J. Brockmeier, José Carl...
AAAI
2011
14 years 6 months ago
Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models
We study iterative randomized greedy algorithms for generating (elimination) orderings with small induced width and state space size - two parameters known to bound the complexity...
Kalev Kask, Andrew Gelfand, Lars Otten, Rina Decht...
HICSS
1997
IEEE
109views Biometrics» more  HICSS 1997»
15 years 11 months ago
Performance Evaluation of a C++ Library Based Multithreaded System
One model of multithreading gaining popularity on multiprocessor systems is the message-driven model of computation. The message-driven model is a reactive model in which an arriv...
John G. Holm, Steven Parkes, Prithviraj Banerjee
186
Voted
ISSRE
2006
IEEE
16 years 21 days ago
Using Historical In-Process and Product Metrics for Early Estimation of Software Failures
The benefits that a software organization obtains from estimates of product quality are dependent upon how early in the product cycle that these estimates are available. Early est...
Nachiappan Nagappan, Thomas Ball, Brendan Murphy