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» A Case Study for Learning from Imbalanced Data Sets
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CEC
2007
IEEE
14 years 2 months ago
Repository method to suit different investment strategies
— This work is motivated by the interest in finding significant movements in financial stock prices. The detection of such movements is important because these could represent...
Alma Lilia Garcia-Almanza, Edward P. K. Tsang
SIGMOD
2003
ACM
190views Database» more  SIGMOD 2003»
14 years 29 days ago
Extracting Structured Data from Web Pages
Many web sites contain large sets of pages generated using a common template or layout. For example, Amazon lays out the author, title, comments, etc. in the same way in all its b...
Arvind Arasu, Hector Garcia-Molina
COLING
2002
13 years 7 months ago
Extraposition: A Case Study in German Sentence Realization
We profile the occurrence of clausal extraposition in corpora from different domains and demonstrate that extraposition is a pervasive phenomenon in German that must be addressed ...
Michael Gamon, Eric K. Ringger, Zhu Zhang, Robert ...
GECCO
2006
Springer
205views Optimization» more  GECCO 2006»
13 years 11 months ago
Bounding XCS's parameters for unbalanced datasets
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...
Albert Orriols-Puig, Ester Bernadó-Mansilla
ICSE
2007
IEEE-ACM
14 years 7 months ago
Software Development Environments for Scientific and Engineering Software: A Series of Case Studies
The need for high performance computing applications for computational science and engineering projects is growing rapidly, yet there have been few detailed studies of the softwar...
Jeffrey C. Carver, Richard P. Kendall, Susan E. Sq...