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MCS
2004
Springer
15 years 7 months ago
A Comparison of Ensemble Creation Techniques
We experimentally evaluate bagging and six other randomization-based approaches to creating an ensemble of decision-tree classifiers. Bagging uses randomization to create multipl...
Robert E. Banfield, Lawrence O. Hall, Kevin W. Bow...
VTS
2005
IEEE
102views Hardware» more  VTS 2005»
15 years 8 months ago
An Efficient Random Jitter Measurement Technique Using Fast Comparator Sampling
This paper describes a random jitter measurement technique using simple algorithms and comparator sampling. The approach facilitates using Automated Test Equipment (ATE) to valida...
Dongwoo Hong, Cameron Dryden, Gordon Saksena
126
Voted
SDM
2009
SIAM
123views Data Mining» more  SDM 2009»
15 years 11 months ago
Randomization Techniques for Graphs.
Mining graph data is an active research area. Several data mining methods and algorithms have been proposed to identify structures from graphs; still, the evaluation of those resu...
Gemma C. Garriga, Kai Puolamäki, Sami Hanhij&...
ASPLOS
2010
ACM
15 years 9 months ago
A randomized scheduler with probabilistic guarantees of finding bugs
This paper presents a randomized scheduler for finding concurrency bugs. Like current stress-testing methods, it repeatedly runs a given test program with supplied inputs. Howeve...
Sebastian Burckhardt, Pravesh Kothari, Madanlal Mu...
FPT
2005
IEEE
170views Hardware» more  FPT 2005»
15 years 8 months ago
High Quality Uniform Random Number Generation Through LUT Optimised Linear Recurrences
This paper describes a class of FPGA-specific uniform random number generators with a 2k −1 length period, which can provide k random bits per-cycle for the cost of k Lookup Ta...
David B. Thomas, Wayne Luk