Mirka Saarela - Concepedia

Author

Mirka Saarela

University of Jyväskylä ORCID

Also Known As

Mirka Saarela, Saarela, Mirka

Publications

974

Citations

H-Index

Concepts

All Affiliations

University of Jyväskylä Research Institute of the Finnish Economy

About

Mirka Saarela is an author at University of Jyväskylä specializing in engineering, data science, and statistics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	245
2	Education	3	3	49
3	Arts	2	2	75
4	Medicine	2	2	79
5	Public Health	1	1	78

Mirka Saarela

Publications

843

Citations

H-Index

Page 1

	Year	Citations
Comparison of feature importance measures as explanations for classification models Mirka Saarela, Susanne Jauhiainen SN Applied Sciences	2021	405
Recent Applications of Explainable AI (XAI): A Systematic Literature Review Mirka Saarela, Vili Podgorelec Applied Sciences Artificial IntelligenceQuantitative MethodsEngineeringHealth StudiesResponsible Ai	2024	78
Robustness, Stability, and Fidelity of Explanations for a Deep Skin Cancer Classification Model Mirka Saarela, Lilia Geogieva Applied Sciences Artificial IntelligenceConvolutional Neural NetworkMedical Image SegmentationEngineeringMachine Learning	2022	48
Expert-based versus citation-based ranking of scholarly and scientific publication channels Mirka Saarela, Tommi Kärkkäinen, Tommi Lahtonen, Journal of Informetrics Ranking AlgorithmEngineeringBusiness IntelligenceLearning To RankBibliometrics	2016	43
Analysing Student Performance using Sparse Data of Core Bachelor Courses Mirka Saarela, Tommi Kärkkäinen Zenodo (CERN European Organization for Nuclear Research)	2015	35
Can we automate expert-based journal rankings? Analysis of the Finnish publication indicator Mirka Saarela, Tommi Kärkkäinen Journal of Informetrics AltmetricsRanking AlgorithmEngineeringInformation RetrievalData Science	2020	32
Predicting hospital associated disability from imbalanced data using supervised learning Mirka Saarela, Olli‐Pekka Ryynänen, Sami Äyrämö Artificial Intelligence in Medicine Data ClassificationClassification MethodEngineeringMachine LearningData Science	2018	31
Explainable Student Agency Analytics Mirka Saarela, Ville Heilala, Päivikki Jääskelä, IEEE Access	2021	31
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, International Journal of Human-Computer Interaction Social PsychologyItem Response TheoryEducationTechnology AdoptionTechnology Assessment	2022	25
A two-phase systematic literature review on the use of serious games for sustainable environmental education Tarlan Ahmadov, Ayaz Karimov, Susanne Durst, Interactive Learning Environments	2024	19

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