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Mirka Saarela

Contact search available for JYU staff members.

Web page: http://users.jyu.fi/~misaarel/

ORCID link: https://orcid.org/0000-0002-1559-154X

Active JYU affiliations

Faculty of Information Technology, Postdoctoral Researcher

Fields of science

113 Computer and information sciences (Natural sciences)

Publications

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Comparison of feature importance measures as explanations for classification models (2021) Saarela, Mirka; et al.; A1; OA
Explainable Student Agency Analytics (2021) Saarela, Mirka; et al.; A1; OA
Can we automate expert-based journal rankings? : analysis of the Finnish publication indicator (2020) Saarela, Mirka; et al.; A1; OA
Course Satisfaction in Engineering Education Through the Lens of Student Agency Analytics (2020) Heilala, Ville; et al.; A4; OA; 9781728189611
Let Me Hack It : Teachers’ Perceptions About ‘Making’ in Education (2020) Heilala, Ville; et al.; A4; OA; 978-3-030-53187-4
Understanding the Study Experiences of Students in Low Agency Profile : Towards a Smart Education Approach (2020) Heilala, Ville; et al.; A4; OA; 978-3-030-53187-4
Analysing the Nigerian Teacher’s Readiness for Technology Integration (2019) Ifinedo, Eloho; et al.; A1; OA
Automatic Profiling of Open-Ended Survey Data on Medical Workplace Teaching (2019) Saarela, Mirka; et al.; A1; OA
Mislabel Detection of Finnish Publication Ranks (2019) Akusok, Anton; et al.; A4; OA
Predicting hospital associated disability from imbalanced data using supervised learning (2019) Saarela, Mirka; et al.; A1; OA
Lokidatan käyttö oppilaiden profiloimisessa - sovellus matematiikan PISA-aineistoon (2018) Kärkkäinen, Tommi; et al.; A3; OA
Towards Evidence-Based Academic Advising Using Learning Analytics (2018) Gavriushenko, Mariia; et al.; A4; OA
Automatic knowledge discovery from sparse and large-scale educational data : case Finland (2017) Saarela, Mirka; G5; OA
Feature Ranking of Large, Robust, and Weighted Clustering Result (2017) Saarela, Mirka; et al.; A4; OA
Knowledge Discovery from the Programme for International Student Assessment (2017) Saarela, Mirka; et al.; A3; OA
Predicting hospital associated disability using supervised learning (2017) Saarela, Mirka; et al.; D2
Supporting Institutional Awareness and Academic Advising using Clustered Study Profiles (2017) Gavriushenko, Mariia; et al.; A4; OA
Expert-based versus citation-based ranking of scholarly and scientific publication channels (2016) Saarela, Mirka; et al.; A1
Predicting Math Performance from Raw Large-Scale Educational Assessments Data : A Machine Learning Approach (2016) Saarela, Mirka; et al.; A4; OA
Analysing Student Performance using Sparse Data of Core Bachelor Courses (2015) Saarela, Mirka; et al.; A1; OA