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» Predictions as Statements and Decisions
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SIGKDD
2002
78views more  SIGKDD 2002»
14 years 11 months ago
Predicting the Effects of Gene Deletion
In this paper, we describe techniques that can be used to predict the effects of gene deletion. We will focus mainly on the creation of predictive variables, and then briefly disc...
David S. Vogel, Randy C. Axelrod
JMLR
2010
104views more  JMLR 2010»
14 years 6 months ago
How to Explain Individual Classification Decisions
After building a classifier with modern tools of machine learning we typically have a black box at hand that is able to predict well for unseen data. Thus, we get an answer to the...
David Baehrens, Timon Schroeter, Stefan Harmeling,...
CSMR
2008
IEEE
15 years 6 months ago
Using Architectural Models to Predict the Maintainability of Enterprise Systems
Modern software systems are highly interconnected and have been under constant change for many years. IT decision makers find it difficult to predict and plan change projects due ...
Robert Lagerström, Pontus Johnson
ALT
2010
Springer
15 years 1 months ago
Optimal Online Prediction in Adversarial Environments
: In many prediction problems, including those that arise in computer security and computational finance, the process generating the data is best modeled as an adversary with whom ...
Peter L. Bartlett
ACL
1997
15 years 1 months ago
Learning Features that Predict Cue Usage
Our goal is to identify the features that predict the occurrence and placement of discourse cues in tutorial explanations in order to aid in the automatic generation of explanatio...
Barbara Di Eugenio, Johanna D. Moore, Massimo Paol...