2025 |
DMDHC-SDM-2025-main.zip
Walid Durani, Dominik Mautz, Claudia Plant, and Christian Böhm: DMDHC: Discovery of Multi-Density Hierarchical Cluster Structures. SIAM International Conference on Data Mining (SDM), 2025. |
WSAD_ICML_2025.zip
Walid Durani, Tobias Nitzl, Claudia Plant, Christian Böhm: Weakly
Supervised Anomaly Detection via Dual-Tailed Kernel, International
Conference on Machine Learning (ICML), 2025. |
2024 |
AMOGCN-main.zip (snapshot Jun-07 2024)
Source code (gitlab)
Zhaoliang Chen, Zhihao Wu, Luying Zhong, Claudia Plant, Shiping Wang, Wenzhong Guo:
Attributed Multi-Order Graph Convolutional Network for Heterogeneous Graphs. Neural Networks 174: 106225 (2024) |
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) |
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 |
megs.zip
Sebastian Goebl, Annika Tonch, Christian Böhm, Claudia Plant: MeGS: Partitioning Meaningful Subgraph Structures Using Minimum Description Length. ICDM 2016: 889-894 |
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) |
