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» Transfer Learning in Decision Trees
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ICIP
2003
IEEE
16 years 9 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
228
Voted
ROBOCUP
2004
Springer
111views Robotics» more  ROBOCUP 2004»
16 years 25 days 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
171
Voted
AAAI
2006
15 years 9 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
167
Voted
STOC
1996
ACM
104views Algorithms» more  STOC 1996»
15 years 11 months ago
On the Boosting Ability of Top-Down Decision Tree Learning Algorithms
Michael J. Kearns, Yishay Mansour
AIME
2007
Springer
15 years 11 months ago
Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring
François Portet, Rene Quiniou, Marie-Odile ...