Individualising EEG frequency bands for sleep deprivation studies. - Andreas Henelius; Jussi Korpela; Minna Huotilainen (EMBC, 2011)

A real-time detector system for precise timing of audiovisual stimuli. - Andreas Henelius; Sharman Jagadeesan; Minna Huotilainen (EMBC, 2012)

Explaining Interval Sequences by Randomization. - Andreas Henelius; Jussi Korpela; Kai Puolamäki (ECML/PKDD (1), 2013)

A peek into the black box: exploring classifiers by randomization. - Andreas Henelius; Kai Puolamäki; Henrik Boström; Lars Asker; Panagiotis Papapetrou (Data Min. Knowl. Discov., 2014)

Feasibility of an electrodermal activity ring prototype as a research tool. - Jari Torniainen; Benjamin Ultan Cowley; Andreas Henelius; Kristian Lukander; Satu Pakarinen (EMBC, 2015)

GoldenEye++: A Closer Look into the Black Box. - Andreas Henelius; Kai Puolamäki; Isak Karlsson; Jing Zhao 017; Lars Asker; Henrik Boström; Panagiotis Papapetrou (SLDS, 2015)

Semigeometric Tiling of Event Sequences. - Andreas Henelius; Isak Karlsson; Panagiotis Papapetrou; Antti Ukkonen; Kai Puolamäki (ECML/PKDD (1), 2016)

A short review and primer on cardiovascular signals in human computer interaction applications. - Andreas Henelius (CoRR, 2016)

Clustering with Confidence: Finding Clusters with Statistical Guarantees. - Andreas Henelius; Kai Puolamäki; Henrik Boström; Panagiotis Papapetrou (CoRR, 2016)

Finding Statistically Significant Attribute Interactions. - Andreas Henelius; Antti Ukkonen; Kai Puolamäki (CoRR, 2016)

A short review and primer on online processing of multiple signal sources in human computer interaction applications. - Jari Torniainen; Andreas Henelius (CoRR, 2016)

Using regression makes extraction of shared variation in multiple datasets easy. - Jussi Korpela; Andreas Henelius; Lauri Ahonen; Arto Klami; Kai Puolamäki (Data Min. Knowl. Discov., 2016)

The Psychophysiology Primer: A Guide to Methods and a Broad Review with a Focus on Human-Computer Interaction. - Benjamin Cowley 001; Marco Filetti; Kristian Lukander; Jari Torniainen; Andreas Henelius; Lauri Ahonen; Oswald Barral; Ilkka Kosunen; Teppo Valtonen; Minna Huotilainen; Niklas Ravaja; Giulio Jacucci (Found. Trends Hum. Comput. Interact., 2016)

Interpreting Classifiers through Attribute Interactions in Datasets. - Andreas Henelius; Kai Puolamäki; Antti Ukkonen (CoRR, 2017)

Exploring classifier attribute interactions and time series using constrained randomisations. - Andreas Henelius (2017)

Tiler: Software for Human-Guided Data Exploration. - Andreas Henelius; Emilia Oikarinen; Kai Puolamäki (ECML/PKDD (3), 2018)

Human-Guided Data Exploration. - Andreas Henelius; Emilia Oikarinen; Kai Puolamäki (CoRR, 2018)

Human-guided data exploration using randomisation. - Kai Puolamäki; Emilia Oikarinen; Buse Gul Atli; Andreas Henelius (CoRR, 2018)

Randomisation Algorithms for Large Sparse Matrices. - Kai Puolamäki; Andreas Henelius; Antti Ukkonen (CoRR, 2018)

MIDAS: Open-source framework for distributed online analysis of data streams. - Andreas Henelius; Jari Torniainen (SoftwareX, 2018)

Sparse Robust Regression for Explaining Classifiers. - Anton Björklund; Andreas Henelius; Emilia Oikarinen; Kimmo Kallonen; Kai Puolamäki (DS, 2019)

Cognitive ergonomics for data analysis. - Virpi Kalakoski; Andreas Henelius; Emilia Oikarinen; Antti Ukkonen; Kai Puolamäki (ECCE, 2019)

Significance of Patterns in Data Visualisations. - Rafael Savvides; Andreas Henelius; Emilia Oikarinen; Kai Puolamäki (KDD, 2019)

Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task. - Virpi Kalakoski; Andreas Henelius; Emilia Oikarinen; Antti Ukkonen; Kai Puolamäki (Behav. Inf. Technol., 2019)

Estimating regression errors without ground truth values. - Henri Tiittanen; Emilia Oikarinen; Andreas Henelius; Kai Puolamäki (CoRR, 2019)

Detecting virtual concept drift of regressors without ground truth values. - Emilia Oikarinen; Henri Tiittanen; Andreas Henelius; Kai Puolamäki (Data Min. Knowl. Discov., 2021)

Guided Visual Exploration of Relations in Data Sets. - Kai Puolamäki; Emilia Oikarinen; Andreas Henelius (J. Mach. Learn. Res., 2021)

Robust regression via error tolerance. - Anton Björklund; Andreas Henelius; Emilia Oikarinen; Kimmo Kallonen; Kai Puolamäki (Data Min. Knowl. Discov., 2022)

Explaining any black box model using real data. - Anton Björklund; Andreas Henelius; Emilia Oikarinen; Kimmo Kallonen; Kai Puolamäki (Frontiers Comput. Sci., 2023)

Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons. - Rafael Savvides; Andreas Henelius; Emilia Oikarinen; Kai Puolamäki (IEEE Trans. Vis. Comput. Graph., 2023)