Mikko J. Sillanpaa

Mikko J. Sillanpaa

Oulun yliopisto

H-index: 38

Europe-Finland

About Mikko J. Sillanpaa

Mikko J. Sillanpaa, With an exceptional h-index of 38 and a recent h-index of 23 (since 2020), a distinguished researcher at Oulun yliopisto, specializes in the field of Statistical/Quantitave genetics, Bayesian statistics, Variable selection, MCMC, network estimation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Evaluation of Sparse Proximal Multi-Task Learning for Genome-Wide Prediction

A Bayesian multi-state model with data augmentation for estimating population size and effect of inbreeding on survival

Dissecting the genetic architecture of quantitative traits using genome‐wide identity‐by‐descent sharing

Capacitated spatial clustering with multiple constraints and attributes

Sequential model correction for nonlinear inverse problems

Gradient Boosted Regression Trees for Modelling Onset of Austenite Decomposition During Cooling of Steels

Professor Elja Arjas: A prominent figure in establishing statistics in Finland

BELMM: Bayesian model selection and random walk smoothing in time-series clustering

Mikko J. Sillanpaa Information

University

Position

Professor of Statistics Finland

Citations(all)

9307

Citations(since 2020)

2804

Cited By

7556

hIndex(all)

38

hIndex(since 2020)

23

i10Index(all)

97

i10Index(since 2020)

56

Email

University Profile Page

Oulun yliopisto

Google Scholar

View Google Scholar Profile

Mikko J. Sillanpaa Skills & Research Interests

Statistical/Quantitave genetics

Bayesian statistics

Variable selection

MCMC

network estimation

Top articles of Mikko J. Sillanpaa

Title

Journal

Author(s)

Publication Date

Evaluation of Sparse Proximal Multi-Task Learning for Genome-Wide Prediction

IEEE Access

Yuhua Fan

Ilkka Launonen

Mikko J Sillanpää

Patrik Waldmann

2024/4/8

A Bayesian multi-state model with data augmentation for estimating population size and effect of inbreeding on survival

Ecological Modelling

Diego Rondon

Samu Mäntyniemi

Jouni Aspi

Laura Kvist

Mikko J Sillanpää

2024/4/1

Dissecting the genetic architecture of quantitative traits using genome‐wide identity‐by‐descent sharing

Molecular Ecology

Antoine Fraimout

Frédéric Guillaume

Zitong Li

Mikko J Sillanpää

Pasi Rastas

...

2024/2/21

Capacitated spatial clustering with multiple constraints and attributes

arXiv preprint arXiv:2010.06333

Leena Ruha

Tero Lähderanta

Lauri Lovén

Teemu Leppänen

Jukka Riekki

...

2021

Sequential model correction for nonlinear inverse problems

SIAM Journal on Imaging Sciences

Arttu Arjas

Mikko J Sillanpää

Andreas S Hauptmann

2023/12/31

Gradient Boosted Regression Trees for Modelling Onset of Austenite Decomposition During Cooling of Steels

Metallurgical and Materials Transactions B

Juho Luukkonen

Aarne Pohjonen

Seppo Louhenkilpi

Jyrki Miettinen

Mikko J Sillanpää

...

2023/8

Professor Elja Arjas: A prominent figure in establishing statistics in Finland

Scandinavian Journal of Statistics

Sangita Kulathinal

Jaakko Peltonen

Mikko J Sillanpää

2023

BELMM: Bayesian model selection and random walk smoothing in time-series clustering

Bioinformatics

Olli Sarala

Tanja Pyhäjärvi

Mikko J Sillanpää

2023/11/1

Genetic fine-mapping from summary data using a nonlocal prior improves the detection of multiple causal variants

Bioinformatics

Ville Karhunen

Ilkka Launonen

Marjo-Riitta Järvelin

Sylvain Sebert

Mikko J Sillanpää

2023/7/1

Synthesis of non-active electrode (TiO2/GO/Ag) for the photo-electro-Fenton oxidation of micropollutants in wastewater

International Journal of Environmental Science and Technology

P Kaur

Y Park

MA Imteaz

M Sillanpaa

2023/1

Device Detection and Channel Estimation in MTC with Correlated Activity Pattern

arXiv preprint arXiv:2310.14578

Hamza Djelouat

Mikko J Sillanpää

Markku Juntti

2023/10/23

Experimental Demonstration of a Machine Learning-based Piece-wise Digital Predistortion Method in 5G NR systems

SS Krishna Chaitanya Bulusu

Bilal Khan

Nuutti Tervo

Marko E Leinonen

Mikko J Sillanpää

...

2023/6/11

Hierarchical MTC User Activity Detection and Channel Estimation with Unknown Spatial Covariance

arXiv preprint arXiv:2310.10204

Hamza Djelouat

Mikko J Sillanpää

Markus Leinonen

Markku Juntti

2023/10/16

Machine Learning-Aided Piece-wise Modeling Technique of Power Amplifier for Digital Predistortion

SS Krishna Chaitanya Bulusu

Nuutti Tervo

Praneeth Susarla

Mikko J Sillanpää

Olli Silvén

...

2023/6/4

Effect of temperature variations in anaerobic fluidized membrane bioreactor: membrane fouling and microbial community dynamics assessment

International Journal of Environmental Science and Technology

S Theuri

K Gurung

V Puhakka

D Anjan

M Sillanpaa

2023/9

Reducing bias and mitigating the influence of excess of zeros in regression covariates with multi-outcome adaptive LAD-lasso

Communications in Statistics-Theory and Methods

Jyrki Möttönen

Tero Lähderanta

Janne Salonen

Mikko J Sillanpää

2023/3/17

Hierarchical deconvolution for incoherent scatter radar data

Atmospheric Measurement Techniques

Snizhana Ross

Arttu Arjas

Ilkka I Virtanen

Mikko J Sillanpää

Lassi Roininen

...

2022/6/28

Synthesis of non‑active electrode (TiO

P Kaur

Y Park

MA Imteaz

M Sillanpaa

2022

Age-dependent genetic architecture across ontogeny of body size in sticklebacks

Proceedings of the Royal Society B

Antoine Fraimout

Zitong Li

Mikko J Sillanpää

Juha Merilä

2022/5/25

Modelling old‐age retirement: An adaptive multi‐outcome LAD‐lasso regression approach

International Social Security Review

Tero Lähderanta

Janne Salonen

Jyrki Möttönen

Mikko J Sillanpää

2022/1

See List of Professors in Mikko J. Sillanpaa University(Oulun yliopisto)

Co-Authors

H-index: 74
Bob O'Hara

Bob O'Hara

Norges teknisk-naturvitenskaplige universitet

H-index: 43
Elja Arjas

Elja Arjas

Helsingin yliopisto

H-index: 14
Crispin M. Mutshinda

Crispin M. Mutshinda

Dalhousie University

H-index: 12
Madhuchhanda Bhattacharjee

Madhuchhanda Bhattacharjee

University of Hyderabad

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