Emilia Oikarinen

University of Helsinki — Finland

Computer Science · Physical Sciences

11h-index503citations56works0.02yr avg
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Research Topics

Logic, Reasoning, and Knowledge(24), Logic, programming, and type systems(21), Multi-Agent Systems and Negotiation(13), Data Visualization and Analytics(9), Anomaly Detection Techniques and Applications(9)

Publications56 total

Explaining any black box model using real data
Frontiers in Computer Science·2023· 6 citedOpen Access
Commitment Threshold – On Student Retention in MOOCs
2023Open Access
Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons
IEEE Transactions on Visualization and Computer Graphics·2022· 4 citedOpen Access
Finding statistically significant high accident counts in exploration of occupational accident data
Journal of Safety Research·2022· 4 citedOpen Access
Robust regression via error tolerance
Data Mining and Knowledge Discovery·2022· 5 citedOpen Access
Machine-learning models to replicate large-eddy simulations of air pollutant concentrations along boulevard-type streets
Geoscientific model development·2021· 9 citedOpen Access
Detecting virtual concept drift of regressors without ground truth values
Data Mining and Knowledge Discovery·2021· 28 citedOpen Access
Guided Visual Exploration of Relations in Data Sets
Työväentutkimus Vuosikirja·2021· 3 citedOpen Access
Supplementary material to "Machine learning models to replicate large-eddy simulations of air pollutant concentrations along boulevard-type streets"
2020Open Access
Machine learning models to replicate large-eddy simulations of air pollutant concentrations along boulevard-type streets
2020· 2 citedOpen Access
Finding Periodic Apartments via Boolean Satisfiability and Orderly Generation
EPiC series in computing·2020· 3 citedOpen Access
Supervised Human-Guided Data Exploration
Communications in computer and information science·2020Open Access
Estimating regression errors without ground truth values
arXiv (Cornell University)·2019· 1 citedOpen Access
Cognitive ergonomics for data analysis
2019· 2 citedOpen Access
Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task
Behaviour and Information Technology·2019· 10 citedOpen Access
Significance of Patterns in Data Visualisations
2019· 10 citedOpen Access
Guided Visual Exploration of Relations in Data Sets
arXiv (Cornell University)·2019· 5 citedOpen Access
Applying machine learning to replicate large-eddy simulation results on urban pollutant dispersion
Työväentutkimus Vuosikirja·2019Open Access
Tiler: Software for Human-Guided Data Exploration
Lecture notes in computer science·2019· 4 citedOpen Access
Sparse Robust Regression for Explaining Classifiers
Lecture notes in computer science·2019· 11 citedOpen Access
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Frequent Co-authors

Kai Puolamäki(23), Tomi Janhunen(17), Andreas Henelius(14), Matti J„ärvisalo(7), Rafael Savvides(6), Stefan Woltran(3), Anton Björklund(3), K. T. S. Kallonen(3), Antti Ukkonen(3), Moritz Lange(3), Henri Suominen(3), Mona Kurppa(3), Leena Järvi(3), Bo Kang(3), Jefrey Lijffijt(3), Tijl De Bie(3), Ilkka Niemelä(2), Henri Tiittanen(2), Heikki Mannila(2), Mikael Fortelius(2)