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PASCAL Network

Full Name	Erkki Oja
Title	Head of Research Unit
Site	University of Aalto
Status	Researcher
Tel	+ 358 945 132 65
Fax	+ 358 945 132 77
WWW	www.cis.hut.fi/oja
Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Machine Vision
Speech
Natural Language Processing
Information Retrieval & Textual Information Access
Multimodal Integration

Publications

Number of records: 11.

	Analysis of Fast Input Selection: Application in Time Series Prediction Jarkko Tikka, Amaury Lendasse and Jaakko Hollmen Book Section Item availablity restricted. (01 September 2006)
	Class distributions on SOM surfaces for feature extraction and object retrieval Jorma Laaksonen, Markus Koskela and Erkki Oja Article (2004)
	Class distributions on SOM surfaces for feature extraction and object retrieval Jorma Laaksonen, Markus Koskela and Erkki Oja Article (22 December 2003)
	Emergence of semantics from multimedia databases Erkki Oja, Mats Sjöberg, Ville Viitaniemi and Jorma Laaksonen Book Section Item not available online. (2006)
	Estimation of ECHAM5 climate model closure parameters with adaptive MCMC Heikki Järvinen, Petri Räisänen, Marko Laine, Johanna Tamminen, Alexander Ilin, Erkki Oja, Antti Solonen and Heikki Haario Article Item not available online. (October 2010)
	Long-Term Prediction of Time Series Using State-Space Models Elia Liitiäinen and Amaury Lendasse Book Section Item availablity restricted. (01 September 2006)
	LS-SVM hyperparameter selection with a nonparametric noise estimator Amaury Lendasse, Yongnan Ji, Nima Reyhani and Michel Verleysen Book Section Item availablity restricted. (11 September 2005)
	Macadamia: Master's programme in machine learning and data mining Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmen, Antti Honkela, Heikki Mannila, Erkki Oja and Olli Simula Article (2008)
	Mutual information and k-nearest neighbors approximator for time series prediction Antti Sorjamaa, Jin Hao and Amaury Lendasse Book Section Item availablity restricted. (11 September 2005)
	Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010) Book Item not available online. (2010)
	Time series prediction competition: The CATS benchmark Amaury Lendasse, Erkki Oja, Olli Simula and Michel Verleysen Article Item availablity restricted. (August 2007)

This list was generated on Mon May 20 12:32:21 BST 2013.