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» Class Label Enhancement via Related Instances
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KDD
2009
ACM
170views Data Mining» more  KDD 2009»
14 years 6 months ago
Genre-based decomposition of email class noise
Corruption of data by class-label noise is an important practical concern impacting many classification problems. Studies of data cleaning techniques often assume a uniform label ...
Aleksander Kolcz, Gordon V. Cormack
COMPASS
1991
13 years 9 months ago
Label Algebras: A Systematic Use of Terms
: We give the main definitions and results of a new framework for algebraic specifications: the framework of label algebras. The main idea underlying our approach is that the sem...
Gilles Bernot, Pascale Le Gall
AMAST
2000
Springer
13 years 10 months ago
Behavioural Subtyping Relations for Object-Oriented Formalisms
In this paper we investigate the object-oriented notion of subtyping in the context of behavioural formalisms. Subtyping in OOformalisms is closely related to the concept of inheri...
Clemens Fischer, Heike Wehrheim
JMLR
2006
109views more  JMLR 2006»
13 years 5 months ago
Some Discriminant-Based PAC Algorithms
A classical approach in multi-class pattern classification is the following. Estimate probability distributions that generated the observations for each label class, and then labe...
Paul W. Goldberg
FORTE
1997
13 years 7 months ago
Refusal Testing for Classes of Transition Systems with Inputs and Outputs
This paper presents a testing theory that is parameterised with assumptions about the way implementations communicate with their environment. In this way some existing testing the...
Lex Heerink, Jan Tretmans