Mirka Saarela

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 14

Top Topics

Engineering Education

Empirically Tested

Imbalanced Data

Feature Ranking

Top Venues

J. Informetrics

J. Comput. Assist. Learn.

Artif. Intell. Medicine

Publications

Mirka Saarela
On the relation of causality- versus correlation-based feature selection on model fairness. SAC (2024)
Ville Heilala, Riitta Kelly, Mirka Saarela, Päivikki Jääskelä, Tommi Kärkkäinen
The Finnish Version of the Affinity for Technology Interaction (ATI) Scale: Psychometric Properties and an Examination of Gender Differences. Int. J. Hum. Comput. Interact. 39 (4) (2023)
Ayaz Karimov, Mirka Saarela, Tommi Kärkkäinen
The impact of online educational platform on students' motivation and grades: the case of Khan Academy in the under-resourced communities. EDM (2023)
Ayaz Karimov, Mirka Saarela, Tommi Kärkkäinen
Clustering to define interview participants for analyzing student feedback: a case of Legends of Learning. EDM (2023)
Denis Zhidkikh, Mirka Saarela, Tommi Kärkkäinen
Measuring self-regulated learning in a junior high school mathematics classroom: Combining aptitude and event measures in digital learning materials. J. Comput. Assist. Learn. 39 (6) (2023)
Mirka Saarela, Ville Heilala, Päivikki Jääskelä, Anne Rantakaulio, Tommi Kärkkäinen
Explainable Student Agency Analytics. IEEE Access 9 (2021)
Mirka Saarela, Tommi Kärkkäinen
Can we automate expert-based journal rankings? Analysis of the Finnish publication indicator. J. Informetrics 14 (2) (2020)
Ville Heilala, Mirka Saarela, Päivikki Jääskelä, Tommi Kärkkäinen
Course Satisfaction in Engineering Education Through the Lens of Student Agency Analytics. FIE (2020)
Mirka Saarela, Jukka Lahtonen, Minna Ruoranen, Annika Mäkeläinen, Teuvo Antikainen, Tommi Kärkkäinen
Automatic Profiling of Open-Ended Survey Data on Medical Workplace Teaching. iJET 14 (5) (2019)
Anton Akusok, Mirka Saarela, Tommi Kärkkäinen, Kaj-Mikael Björk, Amaury Lendasse
Mislabel Detection of Finnish Publication Ranks. CoRR (2019)
Mirka Saarela, Olli-Pekka Ryynänen, Sami Äyrämö
Predicting hospital associated disability from imbalanced data using supervised learning. Artif. Intell. Medicine 95 (2019)
Mirka Saarela, Joonas Hämäläinen, Tommi Kärkkäinen
Feature Ranking of Large, Robust, and Weighted Clustering Result. PAKDD (1) (2017)
Mariia Gavriushenko, Mirka Saarela, Tommi Kärkkäinen
Supporting Institutional Awareness and Academic Advising using Clustered Study Profiles. CSEDU (1) (2017)
Mirka Saarela, Tommi Kärkkäinen, Tommi Lahtonen, Tuomo Rossi
Expert-based versus citation-based ranking of scholarly and scientific publication channels. J. Informetrics 10 (3) (2016)
Mirka Saarela, Tommi Kärkkäinen
Do Country Stereotypes Exist in Educational Data? A Clustering Approach for Large, Sparse, and Weighted Data. EDM (2015)
Mirka Saarela, Tommi Kärkkäinen
Weighted Clustering of Sparse Educational Data. ESANN (2015)
Tommi Kärkkäinen, Mirka Saarela
Robust Principal Component Analysis of Data with Missing Values. MLDM (2015)
Mirka Saarela, Tommi Kärkkäinen
Discovering Gender-Specific Knowledge from Finnish Basic Education using PISA Scale Indices. EDM (2014)