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An ANN approach on the optimization of the cutting parameters during CNC plasma-arc cutting

Kechagias, J.; Pappas, M.; Karagiannis, S.; Petropoulos, G.; Iakovakis, V.; Maropoulos, S. (2010)

The objective of the present study is to develop an Artificial Neural Network (ANN) in order to predict the bevel angle (response variable) during CNC plasma-arc cutting of St37 mild steel plates. The four (4) input ...
Support vector machines-kernel algorithms for the estimation of the water supply in Cyprus

Maris, F.; Iliadis, L.; Tachos, S.; Loukas, A.; Spartali, I.; Vassileiou, A.; Pimenidis, E. (2010)

This research effort aimed in the estimation of the water supply for the case of "Germasogeia" mountainous watersheds in Cyprus. The actual target was the development of an ε-Regression Support Vector Machine (SVMR) system ...