Source code of selected publications

2022

AWT_Code.zip
AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree (IEEE DSAA 2022)

tpu-k-means-main.zip (snapshot Nov-14 2022)
Source code (gitlab)
Enhancing k-Means Algorithm with Tensor Processing Unit (IEEE Big Data)

DBHD.zip
DBHD: Density-based Clustering for Highly Varying Density

supplementary_material_5963.zip
Causal Discovery in Hawkes Processes by Minimum Description Length (full text)

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

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

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

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

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)

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

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

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