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JMLR
2010
121views more  JMLR 2010»
15 years 1 months ago
A comparison of AUC estimators in small-sample studies
Reliable estimation of the classification performance of learned predictive models is difficult, when working in the small sample setting. When dealing with biological data it is ...
Antti Airola, Tapio Pahikkala, Willem Waegeman, Be...
ICFCA
2010
Springer
16 years 1 months ago
Approaches to the Selection of Relevant Concepts in the Case of Noisy Data
Concept lattices built on noisy data tend to be large and hence hard to interpret. We introduce several measures that can be used in selecting relevant concepts and discuss how the...
Mikhail Klimushkin, Sergei A. Obiedkov, Camille Ro...
CORR
2008
Springer
104views Education» more  CORR 2008»
15 years 6 months ago
The Case for Structured Random Codes in Network Capacity Theorems
Random coding arguments are the backbone of most channel capacity achievability proofs. In this paper, we show that in their standard form, such arguments are insufficient for pro...
Bobak Nazer, Michael Gastpar
JUCS
2007
102views more  JUCS 2007»
15 years 6 months ago
Pedagogical Natural Deduction Systems: the Propositional Case
: This paper introduces the notion of pedagogical natural deduction systems, which are natural deduction systems with the following additional constraint: all hypotheses made in a ...
Loïc Colson, David Michel
JWE
2007
75views more  JWE 2007»
15 years 6 months ago
Selecting Services for Web Applications: the Open Hypermedia Case
Abstract. This paper proposes a framework for enabling the usage of Hypermedia services by web developers, and studies the working progress that provides Hypermedia services to the...
Nikos Karousos, Manolis Tzagarakis, A. Tsakalidis