Concepedia

Mirka Saarela

MS

17

Publications

843

Citations

13

H-Index

2014

Active since

Affiliations

University of Jyväskylä(Current)

Research Institute of the Finnish Economy

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

Top concepts

EngineeringData ScienceEducationStatisticsArtsMedicineJournalismData MiningText MiningStem Education

Publications per year

2014–2025

17

Publications

17

Comparison of feature importance measures as explanations for classification models

Mirka Saarela, Susanne Jauhiainen · SN Applied Sciences · 2021 · 405 citations · Full text

Recent Applications of Explainable AI (XAI): A Systematic Literature Review

Mirka Saarela, Vili Podgorelec · Applied Sciences · 2024 · 78 citations · Full text

Artificial Intelligence, Quantitative Methods, Engineering +24

Robustness, Stability, and Fidelity of Explanations for a Deep Skin Cancer Classification Model

Mirka Saarela, Lilia Geogieva · Applied Sciences · 2022 · 48 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Medical Image Segmentation +24

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

Mirka Saarela, Tommi Kärkkäinen, Tommi Lahtonen et al. · Journal of Informetrics · 2016 · 43 citations · Full text

Ranking Algorithm, Engineering, Business Intelligence +17

Analysing Student Performance using Sparse Data of Core Bachelor Courses

Mirka Saarela, Tommi Kärkkäinen · Zenodo (CERN European Organization for Nuclear Research) · 2015 · 35 citations · Full text

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