Mirka Saarela

According to our database, Mirka Saarela authored at least 22 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A design for neural network model of continuous reading.

Jarkko Hautala, Mirka Saarela, Otto Loberg, Tommi Kärkkäinen

Cogn. Syst. Res., 2024

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

Mirka Saarela

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Principals' use of data analytics in Finnish schools.

Ayaz Karimov, Mirka Saarela, Tommi Kärkkäinen, Sabina Aghayeva

Proceedings of the 17th International Conference on Educational Data Mining, 2024

Ethical Educational Data Processing Differences of Students with Special Needs in Post-Soviet Countries.

Ayaz Karimov, Mirka Saarela, Tommi Kärkkäinen

Proceedings of the 17th International Conference on Educational Data Mining, 2024

Explainability in Educational Data Mining and Learning Analytics: An Umbrella Review.

Sachini Gunasekara, Mirka Saarela

Proceedings of the 17th International Conference on Educational Data Mining, 2024

2023

Measuring self-regulated learning in a junior high school mathematics classroom: Combining aptitude and event measures in digital learning materials.

Denis Zhidkikh, Mirka Saarela, Tommi Kärkkäinen

J. Comput. Assist. Learn., December, 2023

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

Ville Heilala, Riitta Kelly, Mirka Saarela, Päivikki Jääskelä, Tommi Kärkkäinen

Int. J. Hum. Comput. Interact., February, 2023

The impact of online educational platform on students' motivation and grades: the case of Khan Academy in the under-resourced communities.

Ayaz Karimov, Mirka Saarela, Tommi Kärkkäinen

Proceedings of the 16th International Conference on Educational Data Mining, 2023

Clustering to define interview participants for analyzing student feedback: a case of Legends of Learning.

Ayaz Karimov, Mirka Saarela, Tommi Kärkkäinen

Proceedings of the 16th International Conference on Educational Data Mining, 2023

2021

Explainable Student Agency Analytics.

Mirka Saarela, Ville Heilala, Päivikki Jääskelä, Anne Rantakaulio, Tommi Kärkkäinen

IEEE Access, 2021

2020

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

Mirka Saarela, Tommi Kärkkäinen

J. Informetrics, 2020

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

Ville Heilala, Mirka Saarela, Päivikki Jääskelä, Tommi Kärkkäinen

Proceedings of the IEEE Frontiers in Education Conference, 2020

2019

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

Mirka Saarela, Jukka Lahtonen, Minna Ruoranen, Annika Mäkeläinen, Teuvo Antikainen, Tommi Kärkkäinen

Int. J. Emerg. Technol. Learn., 2019

Mislabel Detection of Finnish Publication Ranks.

Anton Akusok, Mirka Saarela, Tommi Kärkkäinen, Kaj-Mikael Björk, Amaury Lendasse

CoRR, 2019

Predicting hospital associated disability from imbalanced data using supervised learning.

Mirka Saarela, Olli-Pekka Ryynänen, Sami Äyrämö

Artif. Intell. Medicine, 2019

2017

Feature Ranking of Large, Robust, and Weighted Clustering Result.

Mirka Saarela, Joonas Hämäläinen, Tommi Kärkkäinen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Supporting Institutional Awareness and Academic Advising using Clustered Study Profiles.

Mariia Gavriushenko, Mirka Saarela, Tommi Kärkkäinen

Proceedings of the CSEDU 2017, 2017

2016

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

Mirka Saarela, Tommi Kärkkäinen, Tommi Lahtonen, Tuomo Rossi

J. Informetrics, 2016

2015

Robust Principal Component Analysis of Data with Missing Values.

Tommi Kärkkäinen, Mirka Saarela

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

Weighted Clustering of Sparse Educational Data.

Mirka Saarela, Tommi Kärkkäinen

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

Do Country Stereotypes Exist in Educational Data? A Clustering Approach for Large, Sparse, and Weighted Data.

Mirka Saarela, Tommi Kärkkäinen

Proceedings of the 8th International Conference on Educational Data Mining, 2015

2014

Discovering Gender-Specific Knowledge from Finnish Basic Education using PISA Scale Indices.

Mirka Saarela, Tommi Kärkkäinen

Proceedings of the 7th International Conference on Educational Data Mining, 2014