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ECML
2004
Springer
16 years 8 days ago
Inducing Polynomial Equations for Regression
Regression methods aim at inducing models of numeric data. While most state-of-the-art machine learning methods for regression focus on inducing piecewise regression models (regres...
Ljupco Todorovski, Peter Ljubic, Saso Dzeroski
EKAW
2004
Springer
16 years 8 days ago
Refactoring Methods for Knowledge Bases
The manual development of large knowledge systems is a difficult and error-prone task. In order to facilitate extensions to an existing knowledge base the structural design of the...
Joachim Baumeister, Frank Puppe, Dietmar Seipel
EMISA
2004
Springer
16 years 8 days ago
On the Modeling of Correct Service Flows with BPEL4WS
: Frameworks for composing Web Services offer a promising approach for realizing enterprise-wide and cross-organizational business applications. With BPEL4WS a powerful composition...
Manfred Reichert, Stefanie Rinderle, Peter Dadam
FMCO
2004
Springer
112views Formal Methods» more  FMCO 2004»
16 years 8 days ago
Probabilistic Linda-Based Coordination Languages
Abstract. Coordination languages are intended to simplify the development of complex software systems by separating the coordination aspects of an application from its computation ...
Alessandra Di Pierro, Chris Hankin, Herbert Wiklic...
GECCO
2004
Springer
103views Optimization» more  GECCO 2004»
16 years 8 days ago
Training Neural Networks with GA Hybrid Algorithms
Abstract. Training neural networks is a complex task of great importance in the supervised learning field of research. In this work we tackle this problem with five algorithms, a...
Enrique Alba, J. Francisco Chicano