Andreas Henelius

University of Helsinki — Finland

Neuroscience · Life Sciences

14h-index757citations44works0.02yr avg
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Research Topics

EEG and Brain-Computer Interfaces(8), Heart Rate Variability and Autonomic Control(8), Data Visualization and Analytics(7), Sleep and Work-Related Fatigue(6), Anomaly Detection Techniques and Applications(6)

Publications44 total

Explaining any black box model using real data
Frontiers in Computer Science·2023· 6 citedOpen Access
Executability and repeatability of a study setup using wearable and computerized technology to examine a wide range of physiological and cognitive functions of a patient outside hospital
2023Open Access
Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons
IEEE Transactions on Visualization and Computer Graphics·2022· 4 citedOpen Access
Robust regression via error tolerance
Data Mining and Knowledge Discovery·2022· 5 citedOpen Access
Detecting virtual concept drift of regressors without ground truth values
Data Mining and Knowledge Discovery·2021· 28 citedOpen Access
Guided Visual Exploration of Relations in Data Sets
Työväentutkimus Vuosikirja·2021· 3 citedOpen Access
Estimating regression errors without ground truth values
arXiv (Cornell University)·2019· 1 citedOpen Access
Cognitive ergonomics for data analysis
2019· 2 citedOpen Access
Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task
Behaviour and Information Technology·2019· 10 citedOpen Access
Significance of Patterns in Data Visualisations
2019· 10 citedOpen Access
Randomization algorithms for large sparse networks
Physical review. E·2019Open Access
Guided Visual Exploration of Relations in Data Sets
arXiv (Cornell University)·2019· 5 citedOpen Access
Tiler: Software for Human-Guided Data Exploration
Lecture notes in computer science·2019· 4 citedOpen Access
Sparse Robust Regression for Explaining Classifiers
Lecture notes in computer science·2019· 11 citedOpen Access
Effects of live music therapy on heart rate variability and self-reported stress and anxiety among hospitalized pregnant women: A randomized controlled trial
Nordic Journal of Music Therapy·2019· 67 citedOpen Access
Recurrent On-Duty Sleepiness and Alertness Management Strategies in Long-Haul Airline Pilots
Aerospace Medicine and Human Performance·2018· 10 cited
Human-guided data exploration using randomisation
arXiv (Cornell University)·2018· 1 citedOpen Access
Human-Guided Data Exploration
arXiv (Cornell University)·2018· 1 citedOpen Access
MIDAS: Open-source framework for distributed online analysis of data streams
SoftwareX·2018· 6 citedOpen Access
Interpreting Classifiers through Attribute Interactions in Datasets
arXiv (Cornell University)·2017· 31 citedOpen Access
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Frequent Co-authors

Kai Puolamäki(24), Emilia Oikarinen(14), Minna Huotilainen(10), Satu Pakarinen(7), Marianne Leinikka(7), Jussi Korpela(7), Jari Torniainen(6), Antti Ukkonen(6), Kristian Lukander(5), Kiti Müller(5), Laura Sokka(5), Mikael Sallinen(5), Lauri Ahonen(4), Panagiotis Papapetrou(4), Jussi Virkkala(4), Sampsa Puttonen(4), Benjamin Ultan Cowley(3), Henrik Boström(3), Kati Pettersson(3), Anton Björklund(3)