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INCDM
2010
Springer
308views Data Mining» more  INCDM 2010»
13 years 11 months ago
Data Mining with Neural Networks and Support Vector Machines Using the R/rminer Tool
We present rminer, our open source library for the R tool that facilitates the use of data mining (DM) algorithms, such as neural Networks (NNs) and support vector machines (SVMs),...
Paulo Cortez
ESANN
2008
13 years 11 months ago
Multi-class classification of ovarian tumors
In this work, we developed classifiers to distinguish between four ovarian tumor types using Bayesian least squares support vector machines (LS-SVMs) and kernel logistic regression...
Ben Van Calster, Dirk Timmerman, Antonia C. Testa,...
ECIS
2004
13 years 11 months ago
To play, or not to play: building a learning environment through computer simulations
This article analyzes the impact of a computer simulation (business game) on the users' perceived learning. The theoretical model developed in this paper is derived from the ...
Luigi Proserpio, Magni Magni
FORTE
2004
13 years 11 months ago
Formal Verification of Web Applications Modeled by Communicating Automata
In this paper, we present an approach for modeling an existing web application using communicating finite automata model based on the userdefined properties to be validated. We ela...
May Haydar, Alexandre Petrenko, Houari A. Sahraoui
NIPS
1996
13 years 11 months ago
Improving the Accuracy and Speed of Support Vector Machines
Support Vector Learning Machines (SVM) are nding application in pattern recognition, regression estimation, and operator inversion for ill-posed problems. Against this very genera...
Christopher J. C. Burges, Bernhard Schölkopf