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Input selection and shrinkage in multiresponse linear regression

Computational statistics & data analysis, 2007-09, Vol.52 (1), p.406-422

2007

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Supervised Distance Preserving Projections

Neural processing letters, 2013-12, Vol.38 (3), p.445-463

2013

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Multiresponse sparse regression with application to multidimensional scaling

Lecture notes in computer science, 2005, p.97-102

2005

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Self-Organizing Map Learning Nonlinearly Embedded Manifolds

Information visualization, 2005-04, Vol.4 (1), p.22-31

Simila, Timo

2005

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Combined input variable selection and model complexity control for nonlinear regression

Pattern recognition letters, 2009-02, Vol.30 (3), p.231-236

2009

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Self-organizing map visualizing conditional quantile functions with multidimensional covariates

Computational statistics & data analysis, 2006-04, Vol.50 (8), p.2097-2110

Simila, Timo

2006

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Process State and Progress Visualization Using Self-Organizing Map

Intelligent Data Engineering and Automated Learning – IDEAL 2006, 2006, p.73-80

2006

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Input selection and shrinkage in multiresponse linear regression : Statistical learding methods including dimensionality reduction

Computational statistics & data analysis, 2007, Vol.52 (1), p.406-422

2007

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Majorize-Minimize Algorithm for Multiresponse Sparse Regression

2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07, 2007, Vol.2, p.II-553-II-556

Simila, T.

2007

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Using SOM-Based Data Binning to Support Supervised Variable Selection

Lecture notes in computer science, 2004, p.172-180

2004

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Visual approach to supervised variable selection by self-organizing map

International journal of neural systems, 2005-02, Vol.15 (1-2), p.101

2005

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Common Subset Selection of Inputs in Multiresponse Regression

The 2006 IEEE International Joint Conference on Neural Network Proceedings, 2006, p.1908-1915

2006

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Multiresponse Sparse Regression with Application to Multidimensional Scaling

Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005, p.97-102

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Association between chronic diseases and falls among a sample of older people in Finland

BMC geriatrics, 2020-06, Vol.20 (1), p.225-225, Article 225

2020

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Use of Information and Communication Technologies Among Older People With and Without Frailty: A Population-Based Survey

Journal of medical Internet research, 2017-02, Vol.19 (2), p.e29-e29

2017

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Unmanned Aircraft System (UAS) Structure-From-Motion (SfM) for Monitoring the Changed Flow Paths and Wetness in Minerotrophic Peatland Restoration

Remote sensing (Basel, Switzerland), 2022-07, Vol.14 (13), p.3169

2022

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Factors associated with time delay to angiography in acute ST-elevation myocardial infarction - A retrospective cohort study in Northern Finland

Australasian emergency care, 2022-09, Vol.25 (3), p.213-218

2022

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Feasibility of mobile mental wellness training for older adults

Geriatric nursing (New York), 2018-09, Vol.39 (5), p.499-505

2018

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Technologies for fall risk assessment and conceptual design in personal health record system

Finnish Journal of eHealth and eWelfare, 2019-03, Vol.11 (1-2), p.53-67

2019

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Modelling snow and ice thickness in the coastal Kara Sea, Russian Arctic

Annals of glaciology, 2013-01, Vol.54 (62), p.105-113

2013

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Modelling snow and ice thickness in the coastal Kara Sea, Russian Arctic: Seasonal snow and ice. Part 1

Annals of glaciology, 2013, Vol.54 (62), p.105-113

2013

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Comparisons Between SAR Backscattering Coefficient and Results of a Thermodynamic Snow/Ice Model for the Baltic Sea Land-Fast Sea Ice

IEEE transactions on geoscience and remote sensing, 2007-05, Vol.45 (5), p.1131-1141

2007

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Hypercalcemia and nephrocalcinosis in patients with congenital lactase deficiency

The Journal of pediatrics, 1995-12, Vol.127 (6), p.920-923

1995

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Input selection and shrinkage in multiresponse linear regression

Supervised Distance Preserving Projections

Multiresponse sparse regression with application to multidimensional scaling

Self-Organizing Map Learning Nonlinearly Embedded Manifolds

Combined input variable selection and model complexity control for nonlinear regression

Self-organizing map visualizing conditional quantile functions with multidimensional covariates

Process State and Progress Visualization Using Self-Organizing Map

Input selection and shrinkage in multiresponse linear regression : Statistical learding methods including dimensionality reduction

Majorize-Minimize Algorithm for Multiresponse Sparse Regression

Using SOM-Based Data Binning to Support Supervised Variable Selection

Visual approach to supervised variable selection by self-organizing map

Common Subset Selection of Inputs in Multiresponse Regression

Multiresponse Sparse Regression with Application to Multidimensional Scaling

Association between chronic diseases and falls among a sample of older people in Finland

Use of Information and Communication Technologies Among Older People With and Without Frailty: A Population-Based Survey

Unmanned Aircraft System (UAS) Structure-From-Motion (SfM) for Monitoring the Changed Flow Paths and Wetness in Minerotrophic Peatland Restoration

Factors associated with time delay to angiography in acute ST-elevation myocardial infarction - A retrospective cohort study in Northern Finland

Feasibility of mobile mental wellness training for older adults

Technologies for fall risk assessment and conceptual design in personal health record system

Multiomics and digital monitoring during lifestyle changes reveal independent dimensions of human biology and health

Modelling snow and ice thickness in the coastal Kara Sea, Russian Arctic

Modelling snow and ice thickness in the coastal Kara Sea, Russian Arctic: Seasonal snow and ice. Part 1

Comparisons Between SAR Backscattering Coefficient and Results of a Thermodynamic Snow/Ice Model for the Baltic Sea Land-Fast Sea Ice

Article Multiomics and digital monitoring during lifestyle changes reveal independent dimensions of human biology and health

Hypercalcemia and nephrocalcinosis in patients with congenital lactase deficiency

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