Andreas Henelius

ORCID

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 26

Top Venues

CoRR

Data Min. Knowl. Discov.

SoftwareX

Found. Trends Hum. Comput. Interact.

Aalto University, Espoo, Helsinki, Finland (PHD)

Education History

Aalto University, Espoo, Helsinki, Finland

PHD

Publications

Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki
Explaining any black box model using real data. Frontiers Comput. Sci. 5 (2023)
Rafael Savvides, Andreas Henelius, Emilia Oikarinen, Kai Puolamäki
Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons. IEEE Trans. Vis. Comput. Graph. 29 (9) (2023)
Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki
Robust regression via error tolerance. Data Min. Knowl. Discov. 36 (2) (2022)
Kai Puolamäki, Emilia Oikarinen, Andreas Henelius
Guided Visual Exploration of Relations in Data Sets. J. Mach. Learn. Res. 22 (2021)
Emilia Oikarinen, Henri Tiittanen, Andreas Henelius, Kai Puolamäki
Detecting virtual concept drift of regressors without ground truth values. Data Min. Knowl. Discov. 35 (3) (2021)
Virpi Kalakoski, Andreas Henelius, Emilia Oikarinen, Antti Ukkonen, Kai Puolamäki
Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task. Behav. Inf. Technol. 38 (10) (2019)
Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki
Sparse Robust Regression for Explaining Classifiers. DS (2019)
Henri Tiittanen, Emilia Oikarinen, Andreas Henelius, Kai Puolamäki
Estimating regression errors without ground truth values. CoRR (2019)
Rafael Savvides, Andreas Henelius, Emilia Oikarinen, Kai Puolamäki
Significance of Patterns in Data Visualisations. KDD (2019)
Virpi Kalakoski, Andreas Henelius, Emilia Oikarinen, Antti Ukkonen, Kai Puolamäki
Cognitive ergonomics for data analysis. ECCE (2019)
Kai Puolamäki, Emilia Oikarinen, Andreas Henelius
Guided Visual Exploration of Relations in Data Sets. CoRR (2019)
Andreas Henelius, Emilia Oikarinen, Kai Puolamäki
Human-Guided Data Exploration. CoRR (2018)
Andreas Henelius, Jari Torniainen
MIDAS: Open-source framework for distributed online analysis of data streams. SoftwareX 7 (2018)
Kai Puolamäki, Emilia Oikarinen, Buse Gul Atli, Andreas Henelius
Human-guided data exploration using randomisation. CoRR (2018)
Kai Puolamäki, Andreas Henelius, Antti Ukkonen
Randomisation Algorithms for Large Sparse Matrices. CoRR (2018)
Andreas Henelius, Emilia Oikarinen, Kai Puolamäki
Tiler: Software for Human-Guided Data Exploration. ECML/PKDD (3) (2018)
Andreas Henelius, Kai Puolamäki, Antti Ukkonen
Interpreting Classifiers through Attribute Interactions in Datasets. CoRR (2017)
Andreas Henelius, Antti Ukkonen, Kai Puolamäki
Finding Statistically Significant Attribute Interactions. CoRR (2016)
Andreas Henelius, Isak Karlsson, Panagiotis Papapetrou, Antti Ukkonen, Kai Puolamäki
Semigeometric Tiling of Event Sequences. ECML/PKDD (1) (2016)
Jussi Korpela, Andreas Henelius, Lauri Ahonen, Arto Klami, Kai Puolamäki
Using regression makes extraction of shared variation in multiple datasets easy. Data Min. Knowl. Discov. 30 (5) (2016)
Jari Torniainen, Andreas Henelius
A short review and primer on online processing of multiple signal sources in human computer interaction applications. CoRR (2016)
Andreas Henelius
A short review and primer on cardiovascular signals in human computer interaction applications. CoRR (2016)
Andreas Henelius, Kai Puolamäki, Henrik Boström, Panagiotis Papapetrou
Clustering with Confidence: Finding Clusters with Statistical Guarantees. CoRR (2016)
Benjamin Cowley, Marco Filetti, Kristian Lukander, Jari Torniainen, Andreas Henelius, Lauri Ahonen, Oswald Barral, Ilkka Kosunen, Teppo Valtonen, Minna Huotilainen, Niklas Ravaja, Giulio Jacucci
The Psychophysiology Primer: A Guide to Methods and a Broad Review with a Focus on Human-Computer Interaction. Found. Trends Hum. Comput. Interact. 9 (3-4) (2016)
Andreas Henelius, Kai Puolamäki, Isak Karlsson, Jing Zhao, Lars Asker, Henrik Boström, Panagiotis Papapetrou
GoldenEye++: A Closer Look into the Black Box. SLDS (2015)
Jari Torniainen, Benjamin Ultan Cowley, Andreas Henelius, Kristian Lukander, Satu Pakarinen
Feasibility of an electrodermal activity ring prototype as a research tool. EMBC (2015)
Andreas Henelius, Kai Puolamäki, Henrik Boström, Lars Asker, Panagiotis Papapetrou
A peek into the black box: exploring classifiers by randomization. Data Min. Knowl. Discov. 28 (5-6) (2014)
Andreas Henelius, Jussi Korpela, Kai Puolamäki
Explaining Interval Sequences by Randomization. ECML/PKDD (1) (2013)
Andreas Henelius, Sharman Jagadeesan, Minna Huotilainen
A real-time detector system for precise timing of audiovisual stimuli. EMBC (2012)
Andreas Henelius, Jussi Korpela, Minna Huotilainen
Individualising EEG frequency bands for sleep deprivation studies. EMBC (2011)

Andreas Henelius.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Henelius