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» Generality Is Predictive of Prediction Accuracy
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CANDC
2006
ACM
15 years 4 months ago
An RNA folding algorithm including pseudoknots based on dynamic weighted matching
On the basis of maximum weighted matching (MWM) algorithm, we introduced a dynamic weight related with stem length and used a recursive algorithm to predict RNA secondary structur...
Haijun Liu, Dong Xu, Jianlin Shao, Yifei Wang
138
Voted
CORR
2000
Springer
110views Education» more  CORR 2000»
15 years 4 months ago
Efficient probabilistic top-down and left-corner parsing
This paper examines efficient predictive broadcoverage parsing without dynamic programming. In contrast to bottom-up methods, depth-first top-down parsing produces partial parses ...
Brian Roark, Mark Johnson
ICML
1998
IEEE
15 years 8 months ago
The Problem with Noise and Small Disjuncts
Many systems that learn from examples express the learned concept as a disjunction. Those disjuncts that cover only a few examples are referred to as small disjuncts. The problem ...
Gary M. Weiss, Haym Hirsh
ICMLA
2008
15 years 6 months ago
New Insights into Learning Algorithms and Datasets
We report on three distinct experiments that provide new valuable insights into learning algorithms and datasets. We first describe two effective meta-features that significantly ...
Jun Won Lee, Christophe G. Giraud-Carrier
133
Voted
EDBT
2002
ACM
132views Database» more  EDBT 2002»
16 years 4 months ago
A Framework for the Physical Design Problem for Data Synopses
Maintaining statistics on multidimensional data distributions is crucial for predicting the run-time and result size of queries and data analysis tasks with acceptable accuracy. To...
Arnd Christian König, Gerhard Weikum