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» Experiments with Random Projection
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KDD
2003
ACM
127views Data Mining» more  KDD 2003»
14 years 5 months ago
Experiments with random projections for machine learning
Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...
Dmitriy Fradkin, David Madigan
UAI
2000
13 years 6 months ago
Experiments with Random Projection
Recent theoretical work has identified random projection as a promising dimensionality reduction technique for learning mixtures of Gaussians. Here we summarize these results and ...
Sanjoy Dasgupta
ICASSP
2010
IEEE
13 years 5 months ago
Evaluation of random-projection-based feature combination on speech recognition
Random projection has been suggested as a means of dimensionality reduction, where the original data are projected onto a subspace using a random matrix. It represents a computati...
Tetsuya Takiguchi, Jeff Bilmes, Mariko Yoshii, Yas...
HICSS
2007
IEEE
139views Biometrics» more  HICSS 2007»
13 years 11 months ago
Experiences of Using Pair Programming in an Agile Project
The interest in pair programming (PP) has increased recently, e.g. by the popularization of agile software development. However, many practicalities of PP are poorly understood. W...
Jari Vanhanen, Harri Korpi
TAICPART
2010
IEEE
126views Education» more  TAICPART 2010»
13 years 3 months ago
Improved Testing through Refactoring: Experience from the ProTest Project
We report on how the Wrangler refactoring tool has been used to improve and transform test code for Erlang systems. This has been achieved through the removal of code clones, the i...
Huiqing Li, Simon J. Thompson