Chair of Data Science and Data Engineering @ TU Dortmund

DeepADoTS

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

agots

Anomaly Generator on Time Series

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.

neo4j-graph-algorithms

Efficient Graph Algorithms for Neo4j

QUGA

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

32de-python

Server component of graph exploration tool with meta-paths

ContrastAD

coreq

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

DEAN

Deep Ensemble Anomaly Detection

DMC2023

Data Mining Cup 2023

HARP

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

neo4j-graph-renderer

A React.js component that allows you to render neo4j graphs

Robustify

adept

OSIMAB-public

slidshaps

STAD

32de-UI

UI component of graph exploration tool with meta-paths

CETS

chair-website-template

ensemble_shapley

EvaluatingAnomalyEnsembles

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

geox-young-academy

Geo.X Young Academy

neo4j-freebase

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

ProtoAD

robust_AE

Topological_Transf

Shows the correlation between topological distance and adversarial transferability

trustscore

Unsupervised-Deepview

An explainability method for uncertainties in unsupervised learning

verse

Reference implementation of the paper VERSE: Versatile Graph Embeddings from Similarity Measures