877 search results - page 94 / 176 » Selection of Subsets of Ordered Features in Machine Learning |
122
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
We present a discrete spectral framework for the sparse or cardinality-constrained solution of a generalized Rayleigh quotient. This NPhard combinatorial optimization problem is c...
121
Voted
ICASSP
2010
IEEE
15 years 1 months ago
2010
IEEE
A major limitation of Brain-Computer Interfaces (BCI) is their long calibration time, as much data from the user must be collected in order to tune the BCI for this target user. I...
156
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MLMI
2005
Springer
15 years 9 months ago
2005
Springer
Acoustic events produced in meeting-room-like environments may carry information useful for perceptually aware interfaces. In this paper, we focus on the problem of combining diffe...
150
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ICMCS
2006
IEEE
15 years 10 months ago
2006
IEEE
Content-based classification of audio data is an important problem for various applications such as overall analysis of audio-visual streams, boundary detection of video story se...
151
Voted
ICDM
2010
IEEE
15 years 1 months ago
2010
IEEE
We present a new approach to semi-supervised anomaly detection. Given a set of training examples believed to come from the same distribution or class, the task is to learn a model ...