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Andreas Henelius
Andreas Henelius
OP Financial Group
Verified email at op.fi
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Year
A peek into the black box: exploring classifiers by randomization
A Henelius, K Puolamäki, H Boström, L Asker, P Papapetrou
Data mining and knowledge discovery 28 (5-6), 1503-1529, 2014
1582014
The psychophysiology primer: a guide to methods and a broad review with a focus on human–computer interaction
B Cowley, M Filetti, K Lukander, J Torniainen, A Henelius, L Ahonen, ...
Foundations and Trends® in Human–Computer Interaction 9 (3-4), 151-308, 2016
1522016
Mental workload classification using heart rate metrics
A Henelius, K Hirvonen, A Holm, J Korpela, K Müller
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual …, 2009
982009
Job burnout is associated with dysfunctions in brain mechanisms of voluntary and involuntary attention
L Sokka, M Leinikka, J Korpela, A Henelius, L Ahonen, C Alain, K Alho, ...
Biological psychology 117, 56-66, 2016
632016
Effects of live music therapy on heart rate variability and self-reported stress and anxiety among hospitalized pregnant women: A randomized controlled trial
P Teckenberg-Jansson, S Turunen, T Pölkki, MJ Lauri-Haikala, ...
Nordic Journal of Music Therapy 28 (1), 7-26, 2019
552019
Alterations in attention capture to auditory emotional stimuli in job burnout: an event-related potential study
L Sokka, M Huotilainen, M Leinikka, J Korpela, A Henelius, C Alain, ...
International Journal of Psychophysiology 94 (3), 427-436, 2014
552014
Algorithm for automatic analysis of electro-oculographic data
K Pettersson, S Jagadeesan, K Lukander, A Henelius, E Hæggström, ...
Biomedical engineering online 12 (1), 110, 2013
552013
Interpreting Classifiers through Attribute Interactions in Datasets
A Henelius, K Puolamäki, A Ukkonen
Proceedings of the 2017 ICML Workshop on Human Interpretability in Machine …, 2017
522017
Fast determination of MMN and P3a responses to linguistically and emotionally relevant changes in pseudoword stimuli
S Pakarinen, L Sokka, M Leinikka, A Henelius, J Korpela, M Huotilainen
Neuroscience letters 577, 28-33, 2014
522014
Heart rate variability for evaluating vigilant attention in partial chronic sleep restriction
A Henelius, M Sallinen, M Huotilainen, K Müller, J Virkkala, K Puolamäki
Sleep 37 (7), 1257, 2014
492014
Feasibility of an electrodermal activity ring prototype as a research tool
J Torniainen, B Cowley, A Henelius, K Lukander, S Pakarinen
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
442015
Shifting of attentional set is inadequate in severe burnout: Evidence from an event-related potential study
L Sokka, M Leinikka, J Korpela, A Henelius, J Lukander, S Pakarinen, ...
International Journal of Psychophysiology, 2016
242016
Detecting virtual concept drift of regressors without ground truth values
E Oikarinen, H Tiittanen, A Henelius, K Puolamäki
Data Mining and Knowledge Discovery, 1-22, 2021
222021
Cognitive ergonomics for data analysis
V Kalakoski, A Henelius, E Oikarinen, A Ukkonen, K Puolamäki
Proceedings of the 31st European Conference on Cognitive Ergonomics, 38-40, 2019
212019
Job strain and vagal recovery during sleep in shift working health care professionals
K Karhula, A Henelius, M Härmä, M Sallinen, H Lindholm, M Kivimäki, ...
Chronobiology international 31 (10), 1179-1189, 2014
172014
Breakfast high in whey protein or carbohydrates improves coping with workload in healthy subjects
N Sihvola, R Korpela, A Henelius, A Holm, M Huotilainen, K Müller, ...
British Journal of Nutrition 110 (9), 1712-1721, 2013
172013
GoldenEye++: A Closer Look into the Black Box
A Henelius, K Puolamäki, I Karlsson, J Zhao, L Asker, H Boström, ...
International Symposium on Statistical Learning and Data Sciences, 96-105, 2015
162015
Recurrent On-Duty Sleepiness and Alertness Management Strategies in Long-Haul Airline Pilots
M Sallinen, T Åkerstedt, M Härmä, A Henelius, K Ketola, M Leinikka, ...
Aerospace Medicine and Human Performance 89 (7), 601-608, 2018
152018
Sparse Robust Regression for Explaining Classifiers
A Björklund, A Henelius, E Oikarinen, K Kallonen, K Puolamäki
International Conference on Discovery Science, 351-366, 2019
122019
Individualising EEG frequency bands for sleep deprivation studies
A Henelius, J Korpela, M Huotilainen
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International …, 2011
122011
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