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Chair of Data Science and Data Engineering @ TU Dortmund's Projects

32de-python icon 32de-python

Server component of graph exploration tool with meta-paths

32de-ui icon 32de-ui

UI component of graph exploration tool with meta-paths

agots icon agots

Anomaly Generator on Time Series

coreq icon coreq

CORelation EQuivalence (COREQ) algorithm to compute low redundancy correlation matrices

data-generation icon data-generation

The repository provides a synthetic multivariate time series data generator. The implementation is an extention of the cylinder-bell-funnel time series data generator. The scipt enables synthetic data generation of different length, dimensions and samples.

dean icon dean

Deep Ensemble Anomaly Detection

deepadots icon deepadots

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

evaluatinganomalyensembles icon evaluatinganomalyensembles

Source code for Evaluating and Comparing Heterogeneous Ensemble Methods for Unsupervised Anomaly Detection (IJCNN 2023)

fexum icon fexum

Framework for Exploring and Understanding Multivariate Correlations

fexum-frontend icon fexum-frontend

Framework for Exploring and Understanding Multivariate Correlations

harp icon harp

Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"

neo4j-freebase icon neo4j-freebase

Docker file and scripts to Load Freebase dump into Neo4j server.

quga icon quga

This repository contains both supplementary material and the code for the publication "QUGA Quality Guarantees for Autoencoders Using Unsupervised Adversarial Examples"

topological_transf icon topological_transf

Shows the correlation between topological distance and adversarial transferability

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