Aki Vehtari

	2009
11		Elina Parviainen, Aki Vehtari: Features and Metric from a Classifier Improve Visualizations with Dimension Reduction. ICANN (2) 2009: 225-234
	2008
10		Jarno Vanhatalo, Aki Vehtari: Modelling local and global phenomena with sparse Gaussian processes. UAI 2008: 571-578
	2007
9		Marko Sysi-Aho, Aki Vehtari, Vidya R. Velagapudi, Jukka Westerbacka, Laxman Yetukuri, Robert Bergholm, Marja-Riitta Taskinen, Hannele Yki-Järvinen, Matej Oresic: Exploring the lipoprotein composition using Bayesian regression on serum lipidomic profiles. ISMB/ECCB (Supplement of Bioinformatics) 2007: 519-528
8		Aki Vehtari, Ville-Petteri Mäkinen, Pasi Soininen, Petri Ingman, Sanna M. Mäkelä, Markku J. Savolainen, Minna L. Hannuksela, Kimmo Kaski, Mika Ala-Korpela: A novel Bayesian approach to quantify clinical variables and to determine their spectroscopic counterparts in 1H NMR metabonomic data. BMC Bioinformatics 8(S-2): (2007)
7		Simo Särkkä, Aki Vehtari, Jouko Lampinen: Rao-Blackwellized particle filter for multiple target tracking. Information Fusion 8(1): 2-15 (2007)
6		Simo Särkkä, Aki Vehtari, Jouko Lampinen: CATS benchmark time series prediction by Kalman smoother with cross-validated noise density. Neurocomputing 70(13-15): 2331-2341 (2007)
	2005
5		Ilkka Kalliomäki, Aki Vehtari, Jouko Lampinen: Shape analysis of concrete aggregates for statistical quality modeling. Mach. Vis. Appl. 16(3): 197-201 (2005)
	2002
4		Aki Vehtari, Jouko Lampinen: Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities. Neural Computation 14(10): 2439-2468 (2002)
	2001
3		Jouko Lampinen, Aki Vehtari: Bayesian approach for neural networks--review and case studies. Neural Networks 14(3): 257-274 (2001)
	2000
2		Aki Vehtari, Simo Särkkä, Jouko Lampinen: On MCMC Sampling in Bayesian MLP Neural Networks. IJCNN (1) 2000: 317-322
1		Aki Vehtari, Jouko Lampinen: Bayesian MLP neural networks for image analysis. Pattern Recognition Letters 21(13-14): 1183-1191 (2000)

Coauthor Index

1	Mika Ala-Korpela	[8]
2	Robert Bergholm	[9]
3	Minna L. Hannuksela	[8]
4	Petri Ingman	[8]
5	Ilkka Kalliomäki	[5]
6	Kimmo Kaski	[8]
7	Jouko Lampinen	[1] [2] [3] [4] [5] [6] [7]
8	Sanna M. Mäkelä	[8]
9	Ville-Petteri Mäkinen	[8]
10	Matej Oresic	[9]
11	Elina Parviainen	[11]
12	Simo Särkkä	[2] [6] [7]
13	Markku J. Savolainen	[8]
14	Pasi Soininen	[8]
15	Marko Sysi-Aho	[9]
16	Marja-Riitta Taskinen	[9]
17	Jarno Vanhatalo	[10]
18	Vidya R. Velagapudi	[9]
19	Jukka Westerbacka	[9]
20	Laxman Yetukuri	[9]
21	Hannele Yki-Järvinen	[9]

Colors in the list of coauthors