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Lasse Holmström
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Using additive noise in back-propagation training
L Holmstrom, P Koistinen
IEEE transactions on neural networks 3 (1), 24-38, 1992
4591992
A quantitative Holocene climatic record from diatoms in northern Fennoscandia
A Korhola, J Weckström, L Holmström, P Erästö
Quaternary research 54 (2), 284-294, 2000
2492000
Neural and statistical classifiers-taxonomy and two case studies
L Holmstrom, P Koistinen, J Laaksonen, E Oja
Neural Networks, IEEE Transactions on 8 (1), 5-17, 1997
1881997
Temperature patterns over the past eight centuries in Northern Fennoscandia inferred from sedimentary diatoms
J Weckström, A Korhola, P Erästö, L Holmström
Quaternary Research 66 (1), 78-86, 2006
882006
Bayesian multiscale smoothing for making inferences about features in scatterplots
P Erästö, L Holmström
Journal of Computational and Graphical Statistics 14 (3), 569-589, 2005
722005
Kernel regression and backpropagation training with noise
P Koistinen, L Holmstrom
Neural Networks, 1991. 1991 IEEE International Joint Conference on, 367-372 …, 1991
661991
A new multivariate technique for top quark search
L Holmström, SR Sain, HE Miettinen
Computer physics communications 88 (2-3), 195-210, 1995
611995
Piecewise quadric blending of implicitly defined surfaces
L Holmström
Computer Aided Geometric Design 4 (3), 171-189, 1987
501987
Pollen-based climate reconstruction techniques for late Quaternary studies
M Chevalier, BAS Davis, O Heiri, H Seppä, BM Chase, K Gajewski, ...
Earth-Science Reviews 210, 103384, 2020
472020
Comparing different calibration methods (WA/WA-PLS regression and Bayesian modelling) and different-sized calibration sets in pollen-based quantitative climate reconstruction
JS Salonen, L Ilvonen, H Seppä, L Holmström, RJ Telford, ...
The Holocene 22 (4), 413-424, 2012
412012
Asymptotic bounds for the expected L1 error of a multivariate kernel density estimator
L Holmstrom, J Klemela
Journal of multivariate analysis 42 (2), 245-266, 1992
391992
The course of positional cranial deformation from 3 to 12 months of age and associated risk factors: A follow-up with 3D imaging
H Aarnivala, V Vuollo, V Harila, T Heikkinen, P Pirttiniemi, L Holmström, ...
European journal of pediatrics 175 (12), 1893-1903, 2016
362016
Multiscale variation in drought controlled historical forest fire activity in the boreal forests of eastern Fennoscandia
T Aakala, L Pasanen, S Helama, V Vakkari, I Drobyshev, H Seppä, ...
Ecological Monographs 88 (1), 74-91, 2018
332018
The self-organizing reduced kernel density estimator
L Holmstrom, A Hamalainen
Neural Networks, 1993., IEEE International Conference on, 417-421 vol. 1, 1993
331993
Process error detection using self-organizing feature maps
JT Alander, M Frisk, L Holmström, A Hämäläinen, J Tuominen
Artificial Neural Networks, 1229-1232, 1991
311991
Scale space multiresolution analysis of random signals
L Holmström, L Pasanen, R Furrer, SR Sain
Computational Statistics & Data Analysis 55 (10), 2840-2855, 2011
282011
Bayesian analysis of features in a scatter plot with dependent observations and errors in predictors
P Erästö, L Holmström
Journal of Statistical Computation and Simulation 77 (5), 421-431, 2007
262007
The accuracy and the computational complexity of a multivariate binned kernel density estimator
L Holmström
Journal of Multivariate Analysis 72 (2), 264-309, 2000
262000
Comparison of neural and statistical classifiers--theory and practice
L Holmström, P Koistinen, J Laaksonen, E Oja
Research Reports A13, Rolf Nevanlinna Institute, 1996
261996
Effects of solar forcing and North Atlantic oscillation on the climate of continental Scandinavia during the Holocene
AEK Ojala, I Launonen, L Holmström, M Tiljander
Quaternary Science Reviews 112, 153-171, 2015
252015
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Articles 1–20