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» A Case Study for Learning from Imbalanced Data Sets
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JDWM
2008
90views more  JDWM 2008»
13 years 7 months ago
Overview of PAKDD Competition 2007
The PAKDD Competition 2007 involved the problem of predicting customers'propensity to take up a home loanwhenacollectionofdatafromcreditcardusersareprovided.Itisratherdifficu...
Junping Zhang, Guo-Zheng Li
ML
1998
ACM
113views Machine Learning» more  ML 1998»
13 years 7 months ago
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
During a project examining the use of machine learning techniques for oil spill detection, we have encountered several essential questions that we believe deserve the attention of ...
Miroslav Kubat, Robert C. Holte, Stan Matwin
AI
2000
Springer
13 years 7 months ago
Towards adaptive Web sites: Conceptual framework and case study
The creation of a complex web site is a thorny problem in user interface design. In this paper we explore the notion of adaptive web sites: sites that semi-automatically improve t...
Mike Perkowitz, Oren Etzioni
ETS
2000
IEEE
126views Hardware» more  ETS 2000»
13 years 7 months ago
Dynamic Goal-Based Role-Play Simulation on the Web: A Case Study
This paper outlines and discusses the pedagogical approach, the technical design architecture, and an innovative implementation of a collaborative role-play simulation technology ...
Som Naidu, Albert Ip, Roni Linser
ICTAI
2002
IEEE
14 years 18 days ago
Machine Learning for Software Engineering: Case Studies in Software Reuse
There are many machine learning algorithms currently available. In the 21st century, the problem no longer lies in writing the learner, but in choosing which learners to run on a ...
Justin S. Di Stefano, Tim Menzies