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» A Boosting Algorithm for Regression

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DIS
2005
Springer

88views Theoretical Computer Science» more DIS 2005»

Practical Algorithms for Pattern Based Linear Regression

15 years 4 months ago

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We consider the problem of discovering the optimal pattern from a set of strings and associated numeric attribute values. The goodness of a pattern is measured by the correlation b...

Hideo Bannai, Kohei Hatano, Shunsuke Inenaga, Masa...

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IROS
2007
IEEE

101views Robotics» more IROS 2007»

Optimizing image and camera trajectories in robot vision control using on-line boosting

15 years 5 months ago

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— In this paper, we present a novel boosted robot vision control algorithm. The method utilizes on-line boosting to produce a strong vision-based robot control starting from two ...

A. H. Abdul Hafez, Enric Cervera, C. V. Jawahar

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ML
2007
ACM

113views Machine Learning» more ML 2007»

PAV and the ROC convex hull

14 years 10 months ago

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Classiﬁer calibration is the process of converting classiﬁer scores into reliable probability estimates. Recently, a calibration technique based on isotonic regression has gain...

Tom Fawcett, Alexandru Niculescu-Mizil

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CIDM
2007
IEEE

138views Artificial Intelligence» more CIDM 2007»

Algorithms for Fast Large Scale Data Mining Using Logistic Regression

15 years 5 months ago

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Omid Rouhani-Kalleh

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