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List of works by Mirka Saarela

Automatic Profiling of Open-Ended Survey Data on Medical Workplace Teaching

scientific article

Can we automate expert-based journal rankings? Analysis of the Finnish publication indicator

scientific article

Comparison of feature importance measures as explanations for classification models

scientific article

Course Satisfaction in Engineering Education Through the Lens of Student Agency Analytics

scientific article

Expert-based versus citation-based ranking of scholarly and scientific publication channels

scientific article

Explainable Student Agency Analytics

scientific article

Feature Ranking of Large, Robust, and Weighted Clustering Result

scientific article

Knowledge Discovery from the Programme for International Student Assessment

scientific article

Let Me Hack It: Teachers’ Perceptions About ‘Making’ in Education

Mislabel Detection of Finnish Publication Ranks

scientific article

On the relation of causality- versus correlation-based feature selection on model fairness

scientific article published on 21 May 2024

Predicting hospital associated disability from imbalanced data using supervised learning

scientific article published on 03 October 2018

Robust Principal Component Analysis of Data with Missing Values

scientific article

Supporting Institutional Awareness and Academic Advising using Clustered Study Profiles

scientific article

The Finnish Version of the Affinity for Technology Interaction (ATI) Scale: Psychometric Properties and an Examination of Gender Differences

scientific article published on 19 April 2022

Towards Evidence-Based Academic Advising Using Learning Analytics

scientific article

Understanding the Study Experiences of Students in Low Agency Profile: Towards a Smart Education Approach

“Sitting at the Stern and Holding the Rudder”: Teachers’ Reflections on Action in Higher Education Based on Student Agency Analytics

scientific article published in 2022

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