Andreas Henelius

31 papers A* 1B 1Journal 20Unranked 8

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