Andreas Henelius
Andreas Henelius
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Cited by
Cited by
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Sparse Robust Regression for Explaining Classifiers
A Björklund, A Henelius, E Oikarinen, K Kallonen, K Puolamäki
International Conference on Discovery Science, 351-366, 2019
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
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