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» Performance Prediction for Component Compositions
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SGAI
2005
Springer
14 years 2 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...
HICSS
2002
IEEE
128views Biometrics» more  HICSS 2002»
14 years 1 months ago
Developing a Flexible System-Modeling Environment for Engineers
We are developing a module-oriented, multiphysics, mixed-fidelity system simulation environment that will enable engineers to rapidly analyze the performance of a system and to o...
David R. Gardner, Joseph P. Castro, Paul N. Demmie...
DATE
2006
IEEE
114views Hardware» more  DATE 2006»
14 years 14 days ago
Compositional, efficient caches for a chip multi-processor
In current multi-media systems major parts of the functionality consist of software tasks executed on a set of concurrently operating processors. Those tasks interfere with each o...
Anca Mariana Molnos, Marc J. M. Heijligers, Sorin ...
CASES
2011
ACM
12 years 8 months ago
Enabling parametric feasibility analysis in real-time calculus driven performance evaluation
This paper advocates a rigorously formal and compositional style for obtaining key performance and/or interface metrics of systems with real-time constraints. We propose a hierarc...
Alena Simalatsar, Yusi Ramadian, Kai Lampka, Simon...
IDEAS
2007
IEEE
84views Database» more  IDEAS 2007»
14 years 3 months ago
Multiple Entry Indexing and Double Indexing
Traditional indexing techniques are not well suited for complex data types such as spatial, spatio-temporal, and multimedia data types, where an instance is a composite of multipl...
Victor Teixeira de Almeida, Ralf Hartmut Güti...