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SGAI
2005
Springer
14 years 3 months ago
The Effect of Principal Component Analysis on Machine Learning Accuracy with High Dimensional Spectral Data
This paper presents the results of an investigation into the use of machine learning methods for the identification of narcotics from Raman spectra. The classification of spectr...
Tom Howley, Michael G. Madden, Marie-Louise O'Conn...
ICA3PP
2005
Springer
14 years 3 months ago
A Practical Comparison of Cluster Operating Systems Implementing Sequential and Transactional Consistency
Shared Memory is an interesting communication paradigm for SMP machines and clusters. Weak consistency models have been proposed to improve efficiency of shared memory applications...
Stefan Frenz, Renaud Lottiaux, Michael Schött...
VRCAI
2004
ACM
14 years 3 months ago
Simple and rapid collision detection using multiple viewing volumes
Collision detection is required by most virtual reality (VR) applications, and in recent years, collision detection algorithms utilizing graphics hardware capabilities have been a...
Zhaowei Fan, Huagen Wan, Shuming Gao
DAGM
2004
Springer
14 years 3 months ago
Learning from Labeled and Unlabeled Data Using Random Walks
We consider the general problem of learning from labeled and unlabeled data. Given a set of points, some of them are labeled, and the remaining points are unlabeled. The goal is to...
Dengyong Zhou, Bernhard Schölkopf
ISMDA
2004
Springer
14 years 3 months ago
Model Selection and Adaptation for Biochemical Pathways
In bioinformatics, biochemical signal pathways can be modeled by many differential equations. It is still an open problem how to fit the huge amount of parameters of the equations...
Rüdiger W. Brause