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Biography

I am a multidisciplinary computational scientist.

Activities

Employment (11)

Finnish Environment Institute: Helsinki, FI

2023-09-04 to present | Senior Researcher (Built Environment Solutions)
Employment
Source: Self-asserted source
Markku Karhunen

T:mi Markku Karhunen: Jyväskylä, FI

2020-03-01 to present | Data Analyst
Employment
Source: Self-asserted source
Markku Karhunen

Saldo Bank UAB Suomen sivuliike: Helsinki, FI

2022-03-07 to 2023-06-21 | Analyst
Employment
Source: Self-asserted source
Markku Karhunen

Finnish Institute for Health and Welfare: Helsinki, FI

2020-03-23 to 2020-08-18 | Senior Researcher (temporary) (Infectious Diseases and Vaccinations)
Employment
Source: Self-asserted source
Markku Karhunen

University of Turku: Turku, FI

2018-01-29 to 2018-11-29 | Post-doctoral Research Associate (Medical Bioinformatics Centre)
Employment
Source: Self-asserted source
Markku Karhunen

University of Helsinki: Helsinki, FI

2015-08-01 to 2017-11-30 | Doctoral Student (Discipline of Economics)
Employment
Source: Self-asserted source
Markku Karhunen

University of Helsinki: Helsinki, FI

2014-07-01 to 2015-08-05 | Post-doctoral Research Associate (Research Program in Systems Oncology)
Employment
Source: Self-asserted source
Markku Karhunen

University of Oxford: Oxford, GB

2013-09-01 to 2014-06-20 | Senior Computational Statistician (Department of Zoology)
Employment
Source: Self-asserted source
Markku Karhunen

University of Helsinki: Helsinki, FI

2009-05-01 to 2013-04-30 | Doctoral Student (Department of Biosciences)
Employment
Source: Self-asserted source
Markku Karhunen

Kansanterveyslaitos: Helsinki, FI

2006-09-25 to 2008-09-09 | Researcher (Vaccinations)
Employment
Source: Self-asserted source
Markku Karhunen

Nordea Life Assurance Finland: Helsinki, FI

2005-04-01 to 2006-06-30 | Mathematician
Employment
Source: Self-asserted source
Markku Karhunen

Education and qualifications (3)

Lappeenranta University of Technology: Lappeenranta, FI

2020-09-01 to 2022-06-28 | M.Sc. (Tech.) (Computational Engineering and Technical Physics)
Qualification
Source: Self-asserted source
Markku Karhunen

University of Helsinki: Helsinki, FI

2009-09-01 to 2013-12-18 | Ph.D. (Department of Biosciences)
Qualification
Source: Self-asserted source
Markku Karhunen

University of Helsinki: Helsinki, FI

2000-09-01 to 2005-09-22 | M.Sc. (Department of Mathematics)
Qualification
Source: Self-asserted source
Markku Karhunen

Works (19)

Impact of wind speed and soil frost on electricity distribution system reliability

Heliyon
2024-12 | Journal article
Contributors: Juha Haakana; Otto Räisänen; Markku Karhunen; Ilona Láng-Ritter; Jukka Lassila
Source: check_circle
Crossref

Forecast or nowcast to predict electricity prices? The role of open data

20th International Conference on the European Energy Market (EEM)
2024-06-10 | Conference paper
Contributors: Araavind Sridhar; Markku Karhunen; Samuli Honkapuro; Fredy Ruiz
Source: Self-asserted source
Markku Karhunen

A comparison of model choice strategies for logistic regression

Journal of Data and Information Science
2024-02-01 | Journal article
Contributors: Markku Karhunen
Source: check_circle
Crossref

Detecting factors affecting customers’ contract termination in the electricity distribution network

19th International Conference on the European Energy Market (EEM)
2023-06-08 | Conference paper
Contributors: Markku Karhunen; Otto Räisänen; Jouni Haapaniemi; Juha Haakana; Arimo Perosvuo; Jukka Lassila
Source: Self-asserted source
Markku Karhunen

Social Distancing and SARS-CoV-2 Transmission Potential Early in the Epidemic in Finland.

Epidemiology (Cambridge, Mass.)
2021-07 | Journal article
Contributors: Auranen K; Shubin M; Karhunen M; Sivelä J; Leino T; Nurhonen M
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central

Likelihood contrasts: a machine learning algorithm for binary classification of longitudinal data.

Scientific reports
2020-01 | Journal article
Contributors: Klén R; Karhunen M; Elo LL
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central

Algorithmic sign prediction and covariate selection across eleven international stock markets

Expert Systems with Applications
2019 | Journal article
EID:

2-s2.0-85051398572

Contributors: Karhunen, M.
Source: Self-asserted source
Markku Karhunen via Scopus - Elsevier

Long-term neuropathy and quality of life in colorectal cancer patients treated with oxaliplatin containing adjuvant chemotherapy.

Acta oncologica (Stockholm, Sweden)
2019-01 | Journal article
Contributors: Soveri LM; Lamminmäki A; Hänninen UA; Karhunen M; Bono P; Osterlund P
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central

HLA and non-HLA genes and familial predisposition to autoimmune diseases in families with a child affected by type 1 diabetes.

PloS one
2017-11 | Journal article
Contributors: Parkkola A; Laine AP; Karhunen M; Härkönen T; Ryhänen SJ; Ilonen J; Knip M; Finnish Pediatric Diabetes Register
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central
grade
Preferred source (of 2)‎

Prognostic value of tumour budding in oesophageal cancer: a meta-analysis.

Histopathology
2015-09 | Journal article
Contributors: Almangush A; Karhunen M; Hautaniemi S; Salo T; Leivo I
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central
grade
Preferred source (of 2)‎

Ant larvae as players in social conflict: relatedness and individual identity mediate cannibalism intensity.

The American naturalist
2014-11 | Journal article
Contributors: Schultner E; Gardner A; Karhunen M; Helanterä H
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central
grade
Preferred source (of 2)‎

Geographical variation in Plasmodium vivax relapse.

Malaria journal
2014-04 | Journal article
Contributors: Battle KE; Karhunen MS; Bhatt S; Gething PW; Howes RE; Golding N; Van Boeckel TP; Messina JP; Shanks GD; Smith DL et al.
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central
grade
Preferred source (of 2)‎

Ecological speciation in postglacial European whitefish: rapid adaptive radiations into the littoral, pelagic, and profundal lake habitats.

Ecology and evolution
2013-11 | Journal article
Contributors: Præbel K; Knudsen R; Siwertsson A; Karhunen M; Kahilainen KK; Ovaskainen O; Ostbye K; Peruzzi S; Fevolden SE; Amundsen PA
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central
grade
Preferred source (of 2)‎

Bringing habitat information into statistical tests of local adaptation in quantitative traits: a case study of nine-spined sticklebacks.

Evolution; international journal of organic evolution
2013-10 | Journal article
Contributors: Karhunen M; Ovaskainen O; Herczeg G; Merilä J
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central
grade
Preferred source (of 2)‎

DRIFTSEL: an R package for detecting signals of natural selection in quantitative traits.

Molecular ecology resources
2013-05 | Journal article
Contributors: Karhunen M; Merilä J; Leinonen T; Cano JM; Ovaskainen O
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central
grade
Preferred source (of 2)‎

Estimating population-level coancestry coefficients by an admixture F model.

Genetics
2012-07 | Journal article
Contributors: Karhunen M; Ovaskainen O
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central
grade
Preferred source (of 2)‎

Dynamics of a sex-linked deleterious mutation in populations subject to sex reversal.

PloS one
2011-10 | Journal article
Contributors: Karhunen M
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central
grade
Preferred source (of 2)‎

A new method to uncover signatures of divergent and stabilizing selection in quantitative traits.

Genetics
2011-08 | Journal article
Contributors: Ovaskainen O; Karhunen M; Zheng C; Arias JM; Merilä J
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central
grade
Preferred source (of 2)‎

Modelling the impact of varicella vaccination on varicella and zoster.

Epidemiology and infection
2009-10 | Journal article
Contributors: Karhunen M; Leino T; Salo H; Davidkin I; Kilpi T; Auranen K
Source: Self-asserted source
Markku Karhunen via Europe PubMed Central