Elia Liitiäinen

	2011
12		Elia Liitiäinen, Francesco Corona, Amaury Lendasse: On the Curse of Dimensionality in Supervised Learning of Smooth Regression Functions. Neural Processing Letters 34(2): 133-154 (2011)
	2010
11		Elia Liitiäinen, Francesco Corona, Amaury Lendasse: Residual variance estimation using a nearest neighbor statistic. J. Multivariate Analysis 101(4): 811-823 (2010)
10		Elia Liitiäinen, Amaury Lendasse, Francesco Corona: A boundary corrected expansion of the moments of nearest neighbor distributions. Random Struct. Algorithms 37(2): 223-247 (2010)
	2009
9		Elia Liitiäinen, Michel Verleysen, Francesco Corona, Amaury Lendasse: Residual variance estimation in machine learning. Neurocomputing 72(16-18): 3692-3703 (2009)
8		Francesco Corona, Elia Liitiäinen, Amaury Lendasse, Lorenzo Sassu, Stefano Melis, Roberto Baratti: A SOM-based approach to estimating product properties from spectroscopic measurements. Neurocomputing 73(1-3): 71-79 (2009)
	2008
7		Emil Eirola, Elia Liitiäinen, Amaury Lendasse, Francesco Corona, Michel Verleysen: Using the Delta Test for Variable Selection. ESANN 2008: 25-30
6		Elia Liitiäinen, Francesco Corona, Amaury Lendasse: On Nonparametric Residual Variance Estimation. Neural Processing Letters 28(3): 155-167 (2008)
	2007
5		Elia Liitiäinen, Francesco Corona, Amaury Lendasse: Nearest Neighbor Distributions and Noise Variance Estimation. ESANN 2007: 67-72
4		Amaury Lendasse, Elia Liitiäinen: Variable Scaling for Time Series Prediction: Application to the ESTSP'07 and the NN3 Forecasting Competitions. IJCNN 2007: 2812-2816
3		Elia Liitiäinen, Amaury Lendasse, Francesco Corona: Non-parametric Residual Variance Estimation in Supervised Learning. IWANN 2007: 63-71
	2006
2		Elia Liitiäinen, Nima Reyhani, Amaury Lendasse: EM-algorithm for training of state-space models with application to time series prediction. ESANN 2006: 137-142
1		Elia Liitiäinen, Amaury Lendasse: Long-Term Prediction of Time Series Using State-Space Models. ICANN (2) 2006: 181-190

Coauthor Index

1	Roberto Baratti	[8]
2	Francesco Corona	[3] [5] [6] [7] [8] [9] [10] [11] [12]
3	Emil Eirola	[7]
4	Amaury Lendasse	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12]
5	Stefano Melis	[8]
6	Nima Reyhani	[2]
7	Lorenzo Sassu	[8]
8	Michel Verleysen	[7] [9]

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