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Research Group

Vreeken

Exploratory Data Analysis

How can we discover novel and interesting things from data? How can we discover inherently interpretable, robustly reliable, causal models from observational data? That's exactly what we develop theory and methods for.

Head of Group

Jilles Vreeken

Email

Address

Campus E1 7
66123 Saarbrücken (Germany)

More information about Exploratory Data Analysis Group: https://eda.mmci.uni-saarland.de/

Members

Joscha Cüppers
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Sebastian Dalleiger

Janis Kalofolias
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David Kaltenpoth

Osman Ali Mian
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Muneeb Aadil
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Muhammad Yaseen

Panagiotis Mandros

Sarah Mameche
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Daniel Kindler

Most Recent Publications

Year 2021

2021-03-25

SUSAN: The Structural Similarity Random Walk Kernel

Conference / Medium

SDM
SIAM Journal on ComputingProceedings of the 2021 SIAM International Conference on Data Mining (SDM)

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2021-03-25

Mining Easily Understandable Models from Complex Event Logs

Conference / Medium

SDM
SIAM Journal on ComputingProceedings of the 2021 SIAM International Conference on Data Mining (SDM)

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Trustworthy Information Processing
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2021-02

Discovering Fully Oriented Causal Networks

Conference / Medium

AAAI
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)AAAI Conference on Artificial Intelligence

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Year 2020

2020-11

The Relaxed Maximum Entropy Distribution and its Application to Pattern Discovery

Conference / Medium

ICDM
Proceedings of the IEEE International Conference on Data Mining (ICDM)IEEE International Conference on Data Mining

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Trustworthy Information Processing Empirical & Behavioral Security
Authors
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2020-11

Just Wait For It... Mining Sequential Patterns with Reliable Prediction Delays

Conference / Medium

ICDM
Proceedings of the IEEE Interational Conference on Data Mining (ICDM)IEEE International Conference on Data Mining

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Trustworthy Information Processing Empirical & Behavioral Security
Authors
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