| 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 | 142 | 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 | 128 | 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 | 92 | 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 | 56 | 2016 |
| 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 | 53 | 2013 |
| 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 | 51 | 2014 |
| 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 | 46 | 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 | 43 | 2017 |
| 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 | 39 | 2019 |
| 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 | 39 | 2015 |
| 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 | 39 | 2014 |
| 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 | 24 | 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 | 19 | 2019 |
| 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 | 18 | 2014 |
| 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 | 16 | 2013 |
| 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 | 15 | 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 | 14 | 2021 |
| 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 | 12 | 2018 |
| 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 | 12 | 2011 |
| Sparse Robust Regression for Explaining Classifiers A Björklund, A Henelius, E Oikarinen, K Kallonen, K Puolamäki International Conference on Discovery Science, 351-366, 2019 | 9 | 2019 |
Kai PuolamäkiAssociate Professor, University of Helsinki, FinlandGeverifieerd e-mailadres voor helsinki.fi
