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ORCIDAndreas Henelius
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2020 – today
- 2023
[j10]Anton Björklund
, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki:
Explaining any black box model using real data. Frontiers Comput. Sci. 5 (2023)- [j9]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): 3937-3948 (2023) - 2022
- [j8]Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki:
Robust regression via error tolerance. Data Min. Knowl. Discov. 36(2): 781-810 (2022) - 2021
- [j7]Emilia Oikarinen, Henri Tiittanen, Andreas Henelius, Kai Puolamäki:
Detecting virtual concept drift of regressors without ground truth values. Data Min. Knowl. Discov. 35(3): 726-747 (2021) - [j6]Kai Puolamäki, Emilia Oikarinen, Andreas Henelius:
Guided Visual Exploration of Relations in Data Sets. J. Mach. Learn. Res. 22: 96:1-96:32 (2021)
2010 – 2019
- 2019
- [j5]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): 1038-1047 (2019) - [c10]Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki:
Sparse Robust Regression for Explaining Classifiers. DS 2019: 351-366 - [c9]Virpi Kalakoski, Andreas Henelius, Emilia Oikarinen, Antti Ukkonen, Kai Puolamäki:
Cognitive ergonomics for data analysis. ECCE 2019: 38-40 - [c8]Rafael Savvides, Andreas Henelius, Emilia Oikarinen, Kai Puolamäki:
Significance of Patterns in Data Visualisations. KDD 2019: 1509-1517 - [i10]Kai Puolamäki, Emilia Oikarinen, Andreas Henelius:
Guided Visual Exploration of Relations in Data Sets. CoRR abs/1905.02515 (2019) - [i9]Henri Tiittanen, Emilia Oikarinen, Andreas Henelius, Kai Puolamäki:
Estimating regression errors without ground truth values. CoRR abs/1910.04069 (2019) - 2018
- [j4]Andreas Henelius, Jari Torniainen:
MIDAS: Open-source framework for distributed online analysis of data streams. SoftwareX 7: 156-161 (2018) - [c7]Andreas Henelius, Emilia Oikarinen, Kai Puolamäki:
Tiler: Software for Human-Guided Data Exploration. ECML/PKDD (3) 2018: 672-676 - [i8]Andreas Henelius, Emilia Oikarinen, Kai Puolamäki:
Human-Guided Data Exploration. CoRR abs/1804.03194 (2018) - [i7]Kai Puolamäki, Emilia Oikarinen, Buse Gul Atli, Andreas Henelius:
Human-guided data exploration using randomisation. CoRR abs/1805.07725 (2018) - [i6]Kai Puolamäki, Andreas Henelius, Antti Ukkonen:
Randomisation Algorithms for Large Sparse Matrices. CoRR abs/1811.05974 (2018) - 2017
- [b1]Andreas Henelius:
Exploring classifier attribute interactions and time series using constrained randomisations. Aalto University, Espoo, Helsinki, Finland, 2017 - [i5]Andreas Henelius, Kai Puolamäki, Antti Ukkonen:
Interpreting Classifiers through Attribute Interactions in Datasets. CoRR abs/1707.07576 (2017) - 2016
- [j3]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): 1112-1133 (2016) - [j2]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): 151-308 (2016) - [c6]Andreas Henelius, Isak Karlsson, Panagiotis Papapetrou, Antti Ukkonen, Kai Puolamäki:
Semigeometric Tiling of Event Sequences. ECML/PKDD (1) 2016: 329-344 - [i4]Jari Torniainen, Andreas Henelius:
A short review and primer on online processing of multiple signal sources in human computer interaction applications. CoRR abs/1609.02339 (2016) - [i3]Andreas Henelius, Antti Ukkonen, Kai Puolamäki:
Finding Statistically Significant Attribute Interactions. CoRR abs/1612.07597 (2016) - [i2]Andreas Henelius:
A short review and primer on cardiovascular signals in human computer interaction applications. CoRR abs/1612.07677 (2016) - [i1]Andreas Henelius, Kai Puolamäki, Henrik Boström, Panagiotis Papapetrou:
Clustering with Confidence: Finding Clusters with Statistical Guarantees. CoRR abs/1612.08714 (2016) - 2015
- [c5]Jari Torniainen, Benjamin Ultan Cowley, Andreas Henelius, Kristian Lukander, Satu Pakarinen:
Feasibility of an electrodermal activity ring prototype as a research tool. EMBC 2015: 6433-6436 - [c4]Andreas Henelius, Kai Puolamäki, Isak Karlsson, Jing Zhao, Lars Asker, Henrik Boström, Panagiotis Papapetrou:
GoldenEye++: A Closer Look into the Black Box. SLDS 2015: 96-105 - 2014
- [j1]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): 1503-1529 (2014) - 2013
- [c3]Andreas Henelius, Jussi Korpela, Kai Puolamäki:
Explaining Interval Sequences by Randomization. ECML/PKDD (1) 2013: 337-352 - 2012
- [c2]Andreas Henelius, Sharman Jagadeesan, Minna Huotilainen:
A real-time detector system for precise timing of audiovisual stimuli. EMBC 2012: 554-557 - 2011
- [c1]Andreas Henelius, Jussi Korpela, Minna Huotilainen:
Individualising EEG frequency bands for sleep deprivation studies. EMBC 2011: 6083-6086
Coauthor Index
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