Andreas Henelius

Orcid: 0000-0002-4040-6967

According to our database1, Andreas Henelius authored at least 30 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons.
IEEE Trans. Vis. Comput. Graph., 2023

Explaining any black box model using real data.
Frontiers Comput. Sci., 2023

2022
Robust regression via error tolerance.
Data Min. Knowl. Discov., 2022

2021
Guided Visual Exploration of Relations in Data Sets.
J. Mach. Learn. Res., 2021

Detecting virtual concept drift of regressors without ground truth values.
Data Min. Knowl. Discov., 2021

2019
Estimating regression errors without ground truth values.
CoRR, 2019

Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task.
Behav. Inf. Technol., 2019

Significance of Patterns in Data Visualisations.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Cognitive ergonomics for data analysis.
Proceedings of the 31st European Conference on Cognitive Ergonomics, 2019

Sparse Robust Regression for Explaining Classifiers.
Proceedings of the Discovery Science - 22nd International Conference, 2019

2018
MIDAS: Open-source framework for distributed online analysis of data streams.
SoftwareX, 2018

Randomisation Algorithms for Large Sparse Matrices.
CoRR, 2018

Human-guided data exploration using randomisation.
CoRR, 2018

Human-Guided Data Exploration.
CoRR, 2018

Tiler: Software for Human-Guided Data Exploration.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017
Exploring classifier attribute interactions and time series using constrained randomisations.
PhD thesis, 2017

Interpreting Classifiers through Attribute Interactions in Datasets.
CoRR, 2017

2016
The Psychophysiology Primer: A Guide to Methods and a Broad Review with a Focus on Human-Computer Interaction.
Found. Trends Hum. Comput. Interact., 2016

Using regression makes extraction of shared variation in multiple datasets easy.
Data Min. Knowl. Discov., 2016

A short review and primer on online processing of multiple signal sources in human computer interaction applications.
CoRR, 2016

Finding Statistically Significant Attribute Interactions.
CoRR, 2016

Clustering with Confidence: Finding Clusters with Statistical Guarantees.
CoRR, 2016

A short review and primer on cardiovascular signals in human computer interaction applications.
CoRR, 2016

Semigeometric Tiling of Event Sequences.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015
GoldenEye++: A Closer Look into the Black Box.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Feasibility of an electrodermal activity ring prototype as a research tool.
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.
Data Min. Knowl. Discov., 2014

2013
Explaining Interval Sequences by Randomization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

2012
A real-time detector system for precise timing of audiovisual stimuli.
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.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011


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