Tommi Karkkainen

Professor

University of Jyväskylä

Finland

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Research Interests

Educational Psychology

30%

Cognitive Neuroscience

20%

Data Science

20%

Aviation Psychology

20%

Human Factors Psychology

20%

Psychology

20%

Neurodevelopmental Disorders

10%

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Articles14

EEG-Based Seizure Onset Detection of Frontal and Temporal Lobe Epilepsies Using 1DCNN

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Year:

2025

The Role of VR in Education: A Two-Phase Review of Umbrella Reviews and Recent Primary Studies

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Year:

2025

The Role of Video Technology in Football Coaching: An Integrative Review

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Year:

2025

The interconnection between evaluated and self-assessed performance in full flight simulator training

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Year:

2024

Serious games in Science and Mathematics Education: a scoping umbrella review

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Year:

2024

Combination of Channel Reordering Strategy and Dual CNN-LSTM for Epileptic Seizure Prediction Using Three iEEG Datasets

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Year:

2024

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

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Year:

2023

Capturing cognitive load management during authentic virtual reality flight training with behavioural and physiological indicators

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Year:

2023

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

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Year:

2023

Channel Increment Strategy-Based 1D Convolutional Neural Networks for Seizure Prediction Using Intracranial EEG

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Year:

2023

Toolbox for Distance Estimation and Cluster Validation on Data With Missing Values

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Year:

2022

Explainable Student Agency Analytics

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Year:

2021

Detection of developmental dyslexia with machine learning using eye movement data

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Year:

2021

Do Randomized Algorithms Improve the Efficiency of Minimal Learning Machine?

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Year:

2020

Collaborators9

Mihaly Szerovay

Professor of Practice, Research & Development in Football

University of Jyväskylä

FINLAND

Mirka Saarela

Assistant Professor (Tenure Track)

University of Jyväskylä

FINLAND

Päivikki Jääskelä

Adjunct professor

University of Jyväskylä

FINLAND

Raija Hämäläinen

Professor

University of Jyväskylä

FINLAND

Ari Tuhkala

University lecturer

University of Jyväskylä

FINLAND

Paavo Nieminen

Senior Lecturer

University of Jyväskylä

FINLAND

Sami Äyrämö

University of Jyväskylä

FINLAND

Joni Lämsä

Postdoctoral Researcher

University of Oulu

FINLAND

Emilia Lampi

University of Jyväskylä

FINLAND

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