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PKDD
2005
Springer
109views Data Mining» more  PKDD 2005»
16 years 8 hour ago
An Imbalanced Data Rule Learner
Imbalanced data learning has recently begun to receive much attention from research and industrial communities as traditional machine learners no longer give satisfactory results. ...
Canh Hao Nguyen, Tu Bao Ho
TLCA
2005
Springer
16 years 2 hour ago
Subtyping Recursive Types Modulo Associative Commutative Products
This work sets the formal bases for building tools that help retrieve classes in object-oriented libraries. In such systems, the user provides a query, formulated as a set of class...
Roberto Di Cosmo, François Pottier, Didier ...
SAC
2004
ACM
15 years 12 months ago
Translating the Object Constraint Language into the Java Modelling Language
The Object Constraint Language OCL is a textual specification language that could be used for constraining the modelling elements that occur in UML diagrams. Typical constraints i...
Ali Hamie
KES
2004
Springer
15 years 12 months ago
A Comparison of Two Approaches to Data Mining from Imbalanced Data
Our objective is a comparison of two data mining approaches to dealing with imbalanced data sets. The first approach is based on saving the original rule set, induced by the LEM2 ...
Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Szymon...
MPC
2004
Springer
97views Mathematics» more  MPC 2004»
15 years 12 months ago
Friends Need a Bit More: Maintaining Invariants Over Shared State
A friendship system is introduced for modular static verification of object invariants. It extends a previous methodology, based on ownership hierarchy encoded in auxiliary state,...
Michael Barnett, David A. Naumann