Chair of Data Science and Data Engineering @ TU Dortmund

Germany

Pinned Repositories

32de-python
Server component of graph exploration tool with meta-paths
Language:Jupyter Notebook1 7 250
agots
Anomaly Generator on Time Series
Language:Python55 2 117
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.
Language:Jupyter Notebook13 4 14
DeepADoTS
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
Language:Python574 17 82118
fexum
Framework for Exploring and Understanding Multivariate Correlations
Language:Python10 5 1110
fexum-frontend
Framework for Exploring and Understanding Multivariate Correlations
Language:CoffeeScript4 6 680
fexum-hics
HiCS in Python
Language:Python3 7 30
neo4j-graph-algorithms
Efficient Graph Algorithms for Neo4j
Language:Java2 7 11
QUGA
This repository contains both supplementary material and the code for the publication "QUGA Quality Guarantees for Autoencoders Using Unsupervised Adversarial Examples"
Language:TeX2 5 00
trustscore
Language:Python1 1 01

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

KDD-OpenSource/DeepADoTS
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
Language:Python574 17 82118
KDD-OpenSource/agots
Anomaly Generator on Time Series
Language:Python55 2 117
KDD-OpenSource/neo4j-graph-algorithms
Efficient Graph Algorithms for Neo4j
Language:Java2 7 11
KDD-OpenSource/QUGA
This repository contains both supplementary material and the code for the publication "QUGA Quality Guarantees for Autoencoders Using Unsupervised Adversarial Examples"
Language:TeX2 5 00
KDD-OpenSource/32de-python
Server component of graph exploration tool with meta-paths
Language:Jupyter Notebook1 7 250
KDD-OpenSource/ContrastAD
Language:Python1 6 01
KDD-OpenSource/coreq
CORelation EQuivalence (COREQ) algorithm to compute low redundancy correlation matrices
Language:C1 3 00
KDD-OpenSource/DEAN
Deep Ensemble Anomaly Detection
Language:Python1 2 0
KDD-OpenSource/DMC2023
Data Mining Cup 2023
Language:HTML1 8 0
KDD-OpenSource/HARP
Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"
Language:Python1 6 00
KDD-OpenSource/Robustify
Language:PureBasic1 6 0
KDD-OpenSource/STAD
Language:Python1 5 01
KDD-OpenSource/trustscore
Language:Python1 1 01
KDD-OpenSource/adept
0 6 00
KDD-OpenSource/CETS
0 5 01
KDD-OpenSource/geox-young-academy
Geo.X Young Academy
Language:Jupyter Notebook0 13 67
KDD-OpenSource/OSIMAB-public
Language:Python0 6 00
KDD-OpenSource/slidshaps
Language:Python0 5 02
KDD-OpenSource/32de-UI
UI component of graph exploration tool with meta-paths
Language:JavaScript7 28
KDD-OpenSource/chair-website-template
Language:HTML2 0
KDD-OpenSource/ensemble_shapley
Language:Python1 01
KDD-OpenSource/EvaluatingAnomalyEnsembles
Source code for Evaluating and Comparing Heterogeneous Ensemble Methods for Unsupervised Anomaly Detection (IJCNN 2023)
Language:Python6 0
KDD-OpenSource/neo4j-freebase
Docker file and scripts to Load Freebase dump into Neo4j server.
Language:Shell8 0
KDD-OpenSource/PalletEns
Language:Python1
KDD-OpenSource/ProtoAD
Language:Python5 01
KDD-OpenSource/robust_AE
Language:C++5 0
KDD-OpenSource/SEAN
Language:C++1 0
KDD-OpenSource/Topological_Transf
Shows the correlation between topological distance and adversarial transferability
Language:Python5 0
KDD-OpenSource/Unsupervised-Deepview
An explainability method for uncertainties in unsupervised learning
Language:Python6 0
KDD-OpenSource/verse
Reference implementation of the paper VERSE: Versatile Graph Embeddings from Similarity Measures
Language:C++5 0