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ICANN
2003
Springer
15 years 11 months ago
Learning Rule Representations from Boolean Data
We discuss a Probably Approximate Correct (PAC) learning paradigm for Boolean formulas, which we call PAC meditation, where the class of formulas to be learnt is not known in advan...
Bruno Apolloni, Andrea Brega, Dario Malchiodi, Gio...
179
Voted
ICANN
2009
Springer
15 years 11 months ago
Empirical Study of the Universum SVM Learning for High-Dimensional Data
Abstract. Many applications of machine learning involve sparse highdimensional data, where the number of input features is (much) larger than the number of data samples, d n. Predi...
Vladimir Cherkassky, Wuyang Dai
ECAL
1999
Springer
15 years 10 months ago
Framsticks: Towards a Simulation of a Nature-Like World, Creatures and Evolution
In this paper we describe our attempt to create a nature-like simulation model of artificial creatures. The model includes physical simulation of creatures, their interaction with ...
Maciej Komosinski, Szymon Ulatowski
179
Voted
ICONIP
2008
15 years 7 months ago
The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method
Abstract. The concept of Ensemble Learning has been shown to increase predictive power over single base learners. Given the bias-variancecovariance decomposition, diversity is char...
Alexandra Scherbart, Tim W. Nattkemper
MVA
1992
143views Computer Vision» more  MVA 1992»
15 years 7 months ago
A Real-Time Vision System Using Integrated Memory Array Processor Prototype LSI
This study reports on the performance of a Real-Time Vision System (RVS) and its use of an IMAP prototype LSI. This LSI integrates eight 8 bit processors and a 144 Kbit SRAM on a ...
Yoshihiro Fujita, Nobuyuki Yamashita, Shin'ichiro ...