Dominik Mautz

19 papers A* 8A 2Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A conf
DMDHC: Discovery of Multi-Density Hierarchical Cluster Structures.
SDM
Walid Durani, Dominik Mautz, Claudia Plant, Christian Böhm
2023 J jnl
Automatic Parameter Selection for Non-Redundant Clustering.
CoRR
Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
2023 A* conf
Incorporating User's Preference into Attributed Graph Clustering : Extended abstract.
ICDE
Wei Ye, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant
2022 A conf
Automatic Parameter Selection for Non-Redundant Clustering.
SDM
Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
2022 A* conf
DBHD: Density-based clustering for highly varying density.
ICDM
Walid Durani, Dominik Mautz, Claudia Plant, Christian Böhm
2022 — —
Exploratory cluster analysis with jointly optimized feature transformations.
Dominik Mautz
2021 A* conf
Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces.
IJCAI
Lukas Miklautz, Lena G. M. Bauer, Dominik Mautz, Sebastian Tschiatschek, Christian Böhm, Claudia Plant
2021 J jnl
Incorporating User's Preference into Attributed Graph Clustering.
IEEE Trans. Knowl. Data Eng.
Wei Ye, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant
2020 A* conf
Deep Embedded Non-Redundant Clustering.
AAAI
Lukas Miklautz, Dominik Mautz, Muzaffer Can Altinigneli, Christian Böhm, Claudia Plant
2020 J jnl
DeepECT: The Deep Embedded Cluster Tree.
Data Sci. Eng.
Dominik Mautz, Claudia Plant, Christian Böhm
2020 J jnl
Incorporating User's Preference into Attributed Graph Clustering.
CoRR
Wei Ye, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant
2020 J jnl
Non-Redundant Subspace Clusterings with Nr-Kmeans and Nr-DipMeans.
ACM Trans. Knowl. Discov. Data
Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
2019 — conf
Anomaly Detection in Time Series using Generative Adversarial Networks.
ICDM Workshops
Fiete Lüer, Dominik Mautz, Christian Böhm
2019 A* conf
Deep Embedded Cluster Tree.
ICDM
Dominik Mautz, Claudia Plant, Christian Böhm
2019 — conf
Discovering Non-Redundant K-means Clusterings in Optimal Subspaces.
GI-Jahrestagung
Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
2018 A* conf
Discovering Non-Redundant K-means Clusterings in Optimal Subspaces.
KDD
Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
2017 A* conf
Learning from Labeled and Unlabeled Vertices in Networks.
KDD
Wei Ye, Linfei Zhou, Dominik Mautz, Claudia Plant, Christian Böhm
2017 A* conf
Towards an Optimal Subspace for K-Means.
KDD
Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
2016 — conf
Subspace Clustering Ensembles through Tensor Decomposition.
ICDM Workshops
Dominik Mautz, Christian Böhm, Claudia Plant