1006 search results - page 103 / 202 » A Case Study for Learning from Imbalanced Data Sets |
152
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DEXA
2004
Springer
15 years 11 months ago
2004
Springer
Abstract. Temporal data are abundantly present in many application domains such as banking, financial, clinical, geographical applications and so on. Temporal data have been extens...
199
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NECO
2011
15 years 28 days ago
2011
Selection of an optimal estimator typically relies on either supervised training samples (pairs of measurements and their associated true values), or a prior probability model for...
155
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SIGSOFT
2003
ACM
16 years 6 months ago
2003
ACM
Software products are often released with missing functionality, errors, or incompatibilities that may result in failures, inferior performances, or user dissatisfaction. In previ...
196
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WEBI
2010
Springer
15 years 3 months ago
2010
Springer
High-dimensional data usually incur learning deficiencies and computational difficulties. We present a novel semi-supervised dimensionality reduction technique that embeds high-dim...
148
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GLOBECOM
2009
IEEE
16 years 22 days ago
2009
IEEE
—Significant research has been done on recognizing the daily activities using acceleration data but few works have focused on classifying the movements comprising an activity du...