1707 search results - page 60 / 342 » A Boosting Algorithm for Regression |
109
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ACCV
2007
Springer
15 years 8 months ago
2007
Springer
Abstract. Computation time is an important performance characteristic of computer vision algorithms. This paper shows how existing (slow) binary-valued decision algorithms can be a...
128
Voted
ICDM
2008
IEEE
15 years 9 months ago
2008
IEEE
We present a multiple-instance regression algorithm that models internal bag structure to identify the items most relevant to the bag labels. Multiple-instance regression (MIR) op...
KDD
2010
ACM
15 years 6 months ago
2010
ACM
Many real-world data mining tasks require the achievement of two distinct goals when applied to unseen data: first, to induce an accurate preference ranking, and second to give g...
110
Voted
ICDM
2006
IEEE
15 years 8 months ago
2006
IEEE
Classification of data with imbalanced class distribution has posed a significant drawback of the performance attainable by most standard classifier learning algorithms, which ...
168
Voted
ICDM
2010
IEEE
15 years 15 days ago
2010
IEEE
Regression problems on massive data sets are ubiquitous in many application domains including the Internet, earth and space sciences, and finances. In many cases, regression algori...