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» A Case Study for Learning from Imbalanced Data Sets
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ICML
2005
IEEE
14 years 11 months ago
Predicting probability distributions for surf height using an ensemble of mixture density networks
There is a range of potential applications of Machine Learning where it would be more useful to predict the probability distribution for a variable rather than simply the most lik...
Michael Carney, Padraig Cunningham, Jim Dowling, C...
IEE
2002
110views more  IEE 2002»
13 years 10 months ago
Open source software projects as virtual organisations: competency rallying for software development
: This paper contributes to the identification and testing of factors important for the success of open source software (OSS) projects. We present an analysis of OSS communities as...
Kevin Crowston, Barbara Scozzi
AAAI
2007
14 years 14 days ago
Combining Multiple Heuristics Online
We present black-box techniques for learning how to interleave the execution of multiple heuristics in order to improve average-case performance. In our model, a user is given a s...
Matthew J. Streeter, Daniel Golovin, Stephen F. Sm...
HICSS
2002
IEEE
80views Biometrics» more  HICSS 2002»
14 years 3 months ago
Collaboration between Writer and Reviewer through Change Representation Tools
Change representation concerns how changes of text are presented in writing tools. Change representation in collaborative writing can play an important role for the collaborators&...
Hee-Cheol (Ezra) Kim, Kerstin Severinson Eklundh
IWPSE
2003
IEEE
14 years 3 months ago
Reconstruction of Successful Software Evolution Using Clone Detection
In modern software engineering, researchers regard a software system as an organic life form that must continue to evolve to remain successful. Unfortunately, little is known abou...
Filip Van Rysselberghe, Serge Demeyer