Elia Liitiäinen

According to our database, Elia Liitiäinen authored at least 13 papers between 2006 and 2016.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2016

Implications of Higher Education on Earnings: An Empirical Analysis of Skills and Competence.

Belle Selene Xia, Elia Liitiäinen

Int. J. Adult Vocat. Educ. Technol., 2016

2011

On the Curse of Dimensionality in Supervised Learning of Smooth Regression Functions.

Elia Liitiäinen, Francesco Corona, Amaury Lendasse

Neural Process. Lett., 2011

2010

A boundary corrected expansion of the moments of nearest neighbor distributions.

Elia Liitiäinen, Amaury Lendasse, Francesco Corona

Random Struct. Algorithms, 2010

Residual variance estimation using a nearest neighbor statistic.

Elia Liitiäinen, Francesco Corona, Amaury Lendasse

J. Multivar. Anal., 2010

2009

Residual variance estimation in machine learning.

Elia Liitiäinen, Michel Verleysen, Francesco Corona, Amaury Lendasse

Neurocomputing, 2009

A SOM-based approach to estimating product properties from spectroscopic measurements.

Francesco Corona, Elia Liitiäinen, Amaury Lendasse, Lorenzo Sassu, Stefano Melis, Roberto Baratti

Neurocomputing, 2009

2008

On Nonparametric Residual Variance Estimation.

Elia Liitiäinen, Francesco Corona, Amaury Lendasse

Neural Process. Lett., 2008

Using the Delta Test for Variable Selection.

Emil Eirola, Elia Liitiäinen, Amaury Lendasse, Francesco Corona, Michel Verleysen

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

Non-parametric Residual Variance Estimation in Supervised Learning.

Elia Liitiäinen, Amaury Lendasse, Francesco Corona

Proceedings of the Computational and Ambient Intelligence, 2007

Variable Scaling for Time Series Prediction: Application to the ESTSP'07 and the NN3 Forecasting Competitions.

Amaury Lendasse, Elia Liitiäinen

Proceedings of the International Joint Conference on Neural Networks, 2007

Nearest Neighbor Distributions and Noise Variance Estimation.

Elia Liitiäinen, Francesco Corona, Amaury Lendasse

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006

Long-Term Prediction of Time Series Using State-Space Models.

Elia Liitiäinen, Amaury Lendasse

Proceedings of the Artificial Neural Networks, 2006

EM-algorithm for training of state-space models with application to time series prediction.

Elia Liitiäinen, Nima Reyhani, Amaury Lendasse

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006