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» On Perfect Switching Classes
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ECML
2007
Springer
14 years 2 months ago
Avoiding Boosting Overfitting by Removing Confusing Samples
Boosting methods are known to exhibit noticeable overfitting on some datasets, while being immune to overfitting on other ones. In this paper we show that standard boosting algorit...
Alexander Vezhnevets, Olga Barinova
ICMCS
2006
IEEE
173views Multimedia» more  ICMCS 2006»
14 years 2 months ago
Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument Classification
In this paper, a new approach for automatic audio classification using non-negative matrix factorization (NMF) is presented. Training is performed onto each audio class individua...
Emmanouil Benetos, Margarita Kotti, Constantine Ko...
DSN
2002
IEEE
14 years 1 months ago
A Realistic Look At Failure Detectors
This paper shows that, in an environment where we do not bound the number of faulty processes, the class P of Perfect failure detectors is the weakest (among realistic failure det...
Carole Delporte-Gallet, Hugues Fauconnier, Rachid ...
AAAI
1997
13 years 10 months ago
Detecting and Reacting to Unplanned-for World States
The degree to which a planner succeeds and meets response deadlines depends on the correctness and completenessof its modelswhichdescribe events and actions that change the world ...
Ella M. Atkins, Edmund H. Durfee, Kang G. Shin
APAL
2007
79views more  APAL 2007»
13 years 8 months ago
A completeness result for a realisability semantics for an intersection type system
In this paper we consider a type system with a universal type ω where any term (whether open or closed, β-normalising or not) has type ω. We provide this type system with a rea...
Fairouz Kamareddine, Karim Nour