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Author

Susanne Jauhiainen

Observed names: Jauhiainen, Susanne, S. Jauhiainen
Observed institution: University of Jyväskylä
ORCID: 0000-0001-8553-8018
Observed ORCID: 0000-0001-8553-8018
OpenAlex ID: A5036920153
Comparison of feature importance measures as explanations for classification models
2021 · Mirka Saarela, Susanne Jauhiainen · SN Applied Sciences · 458
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Comparison of Internal Clustering Validation Indices for Prototype-Based Clustering
2017 · Joonas Hämäläinen, Susanne Jauhiainen, et al. · Algorithms · 121
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New Machine Learning Approach for Detection of Injury Risk Factors in Young Team Sport Athletes
2020 · Susanne Jauhiainen, Jukka-Pekka Kauppi, et al. · International Journal of Sports Medicine · 95
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Predicting ACL Injury Using Machine Learning on Data From an Extensive Screening Test Battery of 880 Female Elite Athletes
2022 · Susanne Jauhiainen, Jukka-Pekka Kauppi, et al. · The American Journal of Sports Medicine · 67
A hierarchical cluster analysis to determine whether injured runners exhibit similar kinematic gait patterns
2020 · Susanne Jauhiainen, Andrew J. Pohl, et al. · Scandinavian Journal of Medicine and Science in Sports · 65
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Talent identification in soccer using a one-class support vector machine
2019 · S. Jauhiainen, S. Äyrämö, et al. · Int. J. Comput. Sci. Sport · 24
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A Simple Cluster Validation Index with Maximal Coverage
2017 · Susanne Jauhiainen, Tommi Kärkkäinen · Jyväskylä University Digital Archive (University of Jyväskylä) · 8
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Collecting and Using Students’ Digital Well-Being Data in Multidisciplinary Teaching
2018 · Hannu Moilanen, Sami Äyrämö, et al. · Education Research International · 5
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Information Extraction from Binary Skill Assessment Data with Machine Learning
2021 · Susanne Jauhiainen, Tron Krosshaug, et al. · International Journal of Learning Analytics and Artificial Intelligence for Education (iJAI) · 3
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Deep learning for predicting cardiac procedure outcomes: A scoping review of recent advances
2026 · Susanne Jauhiainen, Ilkka Rautiainen, et al. · Artificial Intelligence in Medicine · 1
The Effectiveness of AI-Driven Physical Activity Interventions: A Systematic Review and Meta-Analysis (Preprint)
2026 · Susanne Jauhiainen, Mirka Saarela
A predictive machine learning framework for detecting important variables
2026 · Jauhiainen, Susanne · Zenodo (CERN European Organization for Nuclear Research)
The Effectiveness of AI-Driven Physical Activity Interventions: A Systematic Review and Meta-Analysis
2026 · Jauhiainen, Susanne, Saarela, Mirka · Open Science Framework
Deep learning for predicting cardiac procedure outcomes: A scoping review of recent advances
2026 · Jauhiainen, Susanne, Rautiainen, Ilkka, et al. · Jyväskylä University Digital Archive (University of Jyväskylä)
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Predictors of Extreme Behaviors of Physical Activity Measured With Accelerometer—A Predictive Machine Learning Approach
2026 · Susanne Jauhiainen, Visa Nykänen, et al. · Journal of Physical Activity and Health
Knowledge discovery from physical activity
2017 · Susanne Jauhiainen · Jyväskylä University Digital Archive (University of Jyväskylä)
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Poissonin yhtälön nopeat ratkaisijat
2016 · Susanne Jauhiainen · Jyväskylä University Digital Archive (University of Jyväskylä)
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Works count: 21
Citation count: 845
H-index: 7
I10-index: 6
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