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» Semi-Supervised Learning with Trees
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82
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ICML
1995
IEEE
15 years 5 months ago
Theory and Applications of Agnostic PAC-Learning with Small Decision Trees
Peter Auer, Robert C. Holte, Wolfgang Maass
ML
2007
ACM
15 years 1 months ago
Optimal dyadic decision trees
Gilles Blanchard, Christin Schäfer, Yves Roze...
121
Voted
COLING
1996
15 years 3 months ago
Decision Tree Learning Algorithm with Structured Attributes: Application to Verbal Case Frame Acquisition
The Decision Tree Learning Algorithms (DTLAs) are getting keen attention from the natural language processing research comlnunity, and there have been a series of attempts to appl...
Hideki Tanaka
120
Voted
ICDM
2005
IEEE
122views Data Mining» more  ICDM 2005»
15 years 7 months ago
Learning through Changes: An Empirical Study of Dynamic Behaviors of Probability Estimation Trees
In practice, learning from data is often hampered by the limited training examples. In this paper, as the size of training data varies, we empirically investigate several probabil...
Kun Zhang, Zujia Xu, Jing Peng, Bill P. Buckles
ITA
2007
101views Communications» more  ITA 2007»
15 years 1 months ago
Learning tree languages from text
We study the problem of learning regular tree languages from text. We show that the framework of function distinguishability as introduced by the author in Theoretical Computer Sc...
Henning Fernau