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134
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ICDM
2007
IEEE
131views Data Mining» more  ICDM 2007»
15 years 6 months ago
Predicting and Optimizing Classifier Utility with the Power Law
When data collection is costly and/or takes a significant amount of time, an early prediction of the classifier performance is extremely important for the design of the data minin...
Mark Last
108
Voted
NIPS
2008
15 years 4 months ago
Online Prediction on Large Diameter Graphs
We continue our study of online prediction of the labelling of a graph. We show a fundamental limitation of Laplacian-based algorithms: if the graph has a large diameter then the ...
Mark Herbster, Guy Lever, Massimiliano Pontil
ACL
2006
15 years 4 months ago
Learning to Say It Well: Reranking Realizations by Predicted Synthesis Quality
This paper presents a method for adapting a language generator to the strengths and weaknesses of a synthetic voice, thereby improving the naturalness of synthetic speech in a spo...
Crystal Nakatsu, Michael White
107
Voted
AAAI
1998
15 years 4 months ago
Branch and Bound Algorithm Selection by Performance Prediction
Wepropose a method called Selection by Performance Prediction (SPP) which allows one, when faced with a particular problem instance, to select a Branch and Boundalgorithm from amo...
Lionel Lobjois, Michel Lemaître
109
Voted
ACL
1998
15 years 4 months ago
Definiteness Predictions for Japanese Noun Phrases
One of the major problems when translating from Japanese into a European language such as German or English is to determine definiteness of noun phrases in order to choose the cor...
Julia E. Heine