1766 search results - page 25 / 354 » Classifier Selection Based on Data Complexity Measures |
ISCAS
2008
IEEE
15 years 4 months ago
2008
IEEE
— We study the problem of automatic musical beat tracking from acoustic data, i.e., finding locations of beats of a music piece by computers on-the-fly, in this work. An online...
JIPS
2006
14 years 9 months ago
2006
: This paper presents a feature selection technique based on distributional differences for efficient machine learning. Initial training data consists of data including many featur...
AUSAI
2006
Springer
15 years 1 months ago
2006
Springer
Attribute subsetting is a meta-classification technique, based on learning multiple base-level classifiers on projections of the training data. In prior work with nearest-neighbour...
EWCBR
2008
Springer
14 years 11 months ago
2008
Springer
We present an approach to visualize textual case bases by "stacking" similar cases and features close to each other in an image derived from the casefeature matrix. We pr...
PAMI
2010
14 years 8 months ago
2010
—This paper considers feature selection for data classification in the presence of a huge number of irrelevant features. We propose a new feature selection algorithm that addres...