Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "feature selection"
Now showing items 1-5 of 5
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Elastic-Net Regularization in Learning Theory
(2008-07-24)Within the framework of statistical learning theory we analyze in detail the so-called elastic-net regularization scheme proposed by Zou and Hastie ["Regularization and variable selection via the elastic net" J. R. Stat. ... -
Improving Multi-class Text Classification with Naive Bayes
(2001-09-01)There are numerous text documents available in electronic form. More and more are becoming available every day. Such documents represent a massive amount of information that is easily accessible. Seeking value in this huge ... -
Multiclass Classification of SRBCTs
(2001-08-25)A novel approach to multiclass tumor classification using Artificial Neural Networks (ANNs) was introduced in a recent paper cite{Khan2001}. The method successfully classified and diagnosed small, round blue cell tumors ... -
Sharing visual features for multiclass and multiview object detection
(2004-04-14)We consider the problem of detecting a large number of different classes of objects in cluttered scenes. Traditional approaches require applying a battery of different classifiers to the image, at multiple locations and ... -
Sharing visual features for multiclass and multiview object detection
(2004-04-14)We consider the problem of detecting a large number of different classes of objects in cluttered scenes. Traditional approaches require applying a battery of different classifiers to the image, at multiple locations and ...
