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GPEM
2002
104views more  GPEM 2002»
13 years 11 months ago
Genetic Programming-based Construction of Features for Machine Learning and Knowledge Discovery Tasks
In this paper we use genetic programming for changing the representation of the input data for machine learners. In particular, the topic of interest here is feature construction i...
Krzysztof Krawiec
CPHYSICS
2006
109views more  CPHYSICS 2006»
13 years 11 months ago
Comparison of time splitting and backsubstitution methods for integrating Vlasov's equation with magnetic fields
The standard approach for integrating the multidimensional Vlasov equation using grid based, conservative schemes is based on a time splitting approach. Here, we show that althoug...
H. Schmitz, R. Grauer
CORR
2006
Springer
74views Education» more  CORR 2006»
13 years 11 months ago
PAC Classification based on PAC Estimates of Label Class Distributions
A standard approach in pattern classification is to estimate the distributions of the label classes, and then to apply the Bayes classifier to the estimates of the distributions in...
Nick Palmer, Paul W. Goldberg
VLDB
1990
ACM
83views Database» more  VLDB 1990»
14 years 3 months ago
A Formal Approach to Recovery by Compensating Transactions
Compensating transactions are intended to handle situations where it is required to undo either committed or uncommitted transactions that affect other transactions, without resor...
Henry F. Korth, Eliezer Levy, Abraham Silberschatz
GECCO
2005
Springer
153views Optimization» more  GECCO 2005»
14 years 5 months ago
Evolving neural network ensembles for control problems
In neuroevolution, a genetic algorithm is used to evolve a neural network to perform a particular task. The standard approach is to evolve a population over a number of generation...
David Pardoe, Michael S. Ryoo, Risto Miikkulainen