Source code of selected publications

2021

GGMgaitfeature.zip
GGM gait feature

2020

GEMPE-master.zip, Repository at Gitlab
GEMPE: Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning

RandomLink.zip
RandomLink - Avoiding Linkage-Effects by employing Random Effects for Clustering

DipExt-DipInit.zip
Utilizing Structure-rich Features to improve Clustering

PCE source code (labels and data sets included)
PCE source code (no labels or data sets)
Readme.txt
Non-linear Cluster Enhancement: Forcing Clusters into a compact shape

2019

hilbertJoin - source code (gitlab)
Full text at ACM
Cache-oblivious High-performance Similarity Join

ClicoT.7z
Clustering of Mixed-type Data Considering Concept Hierarchies

HGGM_Code.7z
Granger Causality for Heterogeneous Processes

ITGC.7z
ITGC: Information-theoretic Grid-based Clustering

2018

ICDM_DipTransformation.7z
DipTransformation: Enhancing the Structure of a Dataset and thereby improving Clustering

MDBSCAN.7z
Parameter Free Mixed-Type Density-Based Clustering

2017

ProjectVienna17.zip
Graphical Granger Causality for Detection Temporal Anomalies in EEG Data

IncDTW (R package)
IncDTW: Incremental Calculation of Dynamic Time Warping

Multi-core K-means (gitlab)
Multi-core K-means. In: SIAM International Conference on Data Mining (SDM 2017)

2016

furhilbert.h
Cache-oblivious Loops Based on a Novel Space-filling Curve

LevyWalk.7z
Clustering with the Levy Walk: "Hunting" for Clusters

finesse-master.zip
Factorizing Complex Discrete Data "with Finesse"

icdm2016_gmmIndexingProject.rar
Gaussian Component-based Index for GMMs

ISAAC.zip
Generalized Independent Subspace Clustering

SubCluEns.tar.gz
Subspace Clustering Ensembles Through Tensor Decomposition

2011

INCONCO.zip
INCONCO: interpretable clustering of numerical and categorical objects (publication)

2010

integrate.zip
Integrative Parameter-Free Clustering of Data with Mixed Type Attributes (publication)