203 search results - page 3 / 41 » Optimizing Data Transformations for Classification Tasks |
ISMIR
2005
Springer
14 years 25 days ago
2005
Springer
We present a study on the importance of psycho-acoustic transformations for effective audio feature calculation. From the results, both crucial and problematic parts of the algori...
GECCO
2006
Springer
13 years 11 months ago
2006
Springer
We describe a Markov chain Bayesian classification tool, SCS, that can perform data-driven classification of proteins and protein segments. Training data for interesting classific...
GECCO
2003
Springer
14 years 16 days ago
2003
Springer
When using a Genetic Algorithm (GA) to optimize the feature space of pattern classification problems, the performance improvement is not only determined by the data set used, but a...
ICDCS
2012
IEEE
11 years 9 months ago
2012
IEEE
Abstract—Modern day enterprises have a large IT infrastructure comprising thousands of applications running on servers housed in tens of data centers geographically spread out. T...
ICML
2006
IEEE
14 years 8 months ago
2006
IEEE
Many real-world sequence learning tasks require the prediction of sequences of labels from noisy, unsegmented input data. In speech recognition, for example, an acoustic signal is...