Andreas Henelius

Emilia Oikarinen

J. Mach. Learn. Res., 2021

Detecting virtual concept drift of regressors without ground truth values.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2021

2019

Estimating regression errors without ground truth values.

[BibT_eX]

[DOI]

CoRR, 2019

Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task.

[BibT_eX]

[DOI]

Behav. Inf. Technol., 2019

Significance of Patterns in Data Visualisations.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Cognitive ergonomics for data analysis.

[BibT_eX]

[DOI]

Proceedings of the 31st European Conference on Cognitive Ergonomics, 2019

Sparse Robust Regression for Explaining Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 22nd International Conference, 2019

2018

MIDAS: Open-source framework for distributed online analysis of data streams.

[BibT_eX]

[DOI]

Jari Torniainen

SoftwareX, 2018

Randomisation Algorithms for Large Sparse Matrices.

[BibT_eX]

[DOI]

CoRR, 2018

Human-guided data exploration using randomisation.

[BibT_eX]

[DOI]

CoRR, 2018

Human-Guided Data Exploration.

[BibT_eX]

[DOI]

Emilia Oikarinen

CoRR, 2018

Tiler: Software for Human-Guided Data Exploration.

[BibT_eX]

[DOI]

Emilia Oikarinen

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017

Exploring classifier attribute interactions and time series using constrained randomisations.

[BibT_eX]

[DOI]

PhD thesis, 2017

Interpreting Classifiers through Attribute Interactions in Datasets.

[BibT_eX]

[DOI]

CoRR, 2017

2016

The Psychophysiology Primer: A Guide to Methods and a Broad Review with a Focus on Human-Computer Interaction.

[BibT_eX]

[DOI]

Found. Trends Hum. Comput. Interact., 2016

Using regression makes extraction of shared variation in multiple datasets easy.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2016

A short review and primer on online processing of multiple signal sources in human computer interaction applications.

[BibT_eX]

[DOI]

Jari Torniainen

CoRR, 2016

Finding Statistically Significant Attribute Interactions.

[BibT_eX]

[DOI]

CoRR, 2016

Clustering with Confidence: Finding Clusters with Statistical Guarantees.

[BibT_eX]

[DOI]

Henrik Boström

CoRR, 2016

A short review and primer on cardiovascular signals in human computer interaction applications.

[BibT_eX]

[DOI]

CoRR, 2016

Semigeometric Tiling of Event Sequences.

[BibT_eX]

[DOI]

Isak Karlsson

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015

GoldenEye++: A Closer Look into the Black Box.

[BibT_eX]

[DOI]

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Feasibility of an electrodermal activity ring prototype as a research tool.

[BibT_eX]

[DOI]

Jari Torniainen

Benjamin Ultan Cowley

Kristian Lukander

Satu Pakarinen

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

A peek into the black box: exploring classifiers by randomization.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2014

2013

Explaining Interval Sequences by Randomization.

[BibT_eX]

[DOI]

Jussi Korpela

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

2012

A real-time detector system for precise timing of audiovisual stimuli.

[BibT_eX]

[DOI]

Sharman Jagadeesan

Minna Huotilainen

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Individualising EEG frequency bands for sleep deprivation studies.

[BibT_eX]

[DOI]