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DATE
2006
IEEE
114views Hardware» more  DATE 2006»
14 years 9 days ago
An efficient static algorithm for computing the soft error rates of combinational circuits
Soft errors have emerged as an important reliability challenge for nanoscale VLSI designs. In this paper, we present a fast and efficient soft error rate (SER) computation algorit...
Rajeev R. Rao, Kaviraj Chopra, David Blaauw, Denni...
ICDM
2005
IEEE
143views Data Mining» more  ICDM 2005»
13 years 12 months ago
Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches
There has been increasing number of independently proposed randomization methods in different stages of decision tree construction to build multiple trees. Randomized decision tre...
Wei Fan, Ed Greengrass, Joe McCloskey, Philip S. Y...
DATE
2005
IEEE
100views Hardware» more  DATE 2005»
13 years 12 months ago
Modeling the Non-Linear Behavior of Library Cells for an Accurate Static Noise Analysis
In signal integrity analysis, the joint effect of propagated noise through library cells, and of the noise injected on a quiet net by neighboring switching nets through coupling c...
Cristiano Forzan, Davide Pandini
KDD
2008
ACM
159views Data Mining» more  KDD 2008»
14 years 6 months ago
Semi-supervised learning with data calibration for long-term time series forecasting
Many time series prediction methods have focused on single step or short term prediction problems due to the inherent difficulty in controlling the propagation of errors from one ...
Haibin Cheng, Pang-Ning Tan
IJCAI
2007
13 years 7 months ago
Graph-Based Semi-Supervised Learning as a Generative Model
This paper proposes and develops a new graph-based semi-supervised learning method. Different from previous graph-based methods that are based on discriminative models, our method...
Jingrui He, Jaime G. Carbonell, Yan Liu 0002