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ECML
2007
Springer
15 years 11 months ago
An Improved Model Selection Heuristic for AUC
Abstract. The area under the ROC curve (AUC) has been widely used to measure ranking performance for binary classification tasks. AUC only employs the classifier’s scores to ra...
Shaomin Wu, Peter A. Flach, Cèsar Ferri Ram...
KIVS
2007
Springer
15 years 10 months ago
Improved Locality-Aware Grouping in Overlay Networks
Abstract The performance of peer-to-peer and overlay networks depends to a great extent on their awareness of the underlying network’s properties. Several schemes for estimating ...
Matthias Scheidegger, Torsten Braun
ICDM
2006
IEEE
98views Data Mining» more  ICDM 2006»
15 years 10 months ago
What is the Dimension of Your Binary Data?
Many 0/1 datasets have a very large number of variables; however, they are sparse and the dependency structure of the variables is simpler than the number of variables would sugge...
Nikolaj Tatti, Taneli Mielikäinen, Aristides ...
VTC
2006
IEEE
15 years 10 months ago
Modelling the General Dependency Between Directions of Arrival and Departure for an Indoor MIMO Channel
— Precise modelling of the Direction of Arrival (DoA) and Direction of Departure (DoD) of multipath components (MPCs) in a Multiple-Input Multiple-Output (MIMO) channel based on ...
Chor Min Tan, Choong Ming Chin, Moh Lim Sim, Mark ...
ISSTA
2006
ACM
15 years 10 months ago
Coverage metrics for requirements-based testing
In black-box testing, one is interested in creating a suite of tests from requirements that adequately exercise the behavior of a software system without regard to the internal st...
Michael W. Whalen, Ajitha Rajan, Mats Per Erik Hei...