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» Transfer Learning in Decision Trees
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ICIP
2003
IEEE
16 years 1 months ago
Inverse halftoning by decision tree learning
Inverse halftoning is the process to retrieve a (gray) continuous-tone image from a halftone. Recently, machinelearning-based inverse halftoning techniques have been proposed. Dec...
Hae Yong Kim, Ricardo L. de Queiroz
ROBOCUP
2004
Springer
111views Robotics» more  ROBOCUP 2004»
15 years 5 months ago
Realtime Object Recognition Using Decision Tree Learning
Abstract. An object recognition process in general is designed as a domain specific, highly specialized task. As the complexity of such a process tends to be rather inestimable, m...
Dirk Wilking, Thomas Röfer
AAAI
2006
15 years 1 months ago
When a Decision Tree Learner Has Plenty of Time
The majority of the existing algorithms for learning decision trees are greedy--a tree is induced top-down, making locally optimal decisions at each node. In most cases, however, ...
Saher Esmeir, Shaul Markovitch
82
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STOC
1996
ACM
104views Algorithms» more  STOC 1996»
15 years 3 months ago
On the Boosting Ability of Top-Down Decision Tree Learning Algorithms
Michael J. Kearns, Yishay Mansour
AIME
2007
Springer
15 years 3 months ago
Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring
François Portet, Rene Quiniou, Marie-Odile ...