| 2025 | SISAP | Approximate Single-Linkage Clustering Using Graph-Based Indexes: MST-Based Approaches and Incremental Searchers. | Camilla Birch Okkels, Erik Thordsen, Martin Aumller, Arthur Zimek, Erich Schubert |
| 2025 | SISAP | Hierarchical Density-Based Clustering Using Incremental Similarity Search. | Erich Schubert |
| 2025 | SISAP | Theoretical and Practical Insights Into Graph-Based Indexing. | Erik Thordsen, Erich Schubert |
| 2024 | SISAP | Advancing the PAM Algorithm to Semi-supervised k-Medoids Clustering. | Miriama Jnosov, Andreas Lang, Petra Budkov, Erich Schubert, Vlastislav Dohnal |
| 2024 | SISAP | Hierarchical Clustering Without Pairwise Distances by Incremental Similarity Search. | Erich Schubert |
| 2024 | SISAP | Grouping Sketches to Index High-Dimensional Data in a Resource-Limited Setting. | Erik Thordsen, Erich Schubert |
| 2023 | ISMAR | Who Did What When? Discovering Complex Historical Interrelations in Immersive Virtual Reality. | Melanie Derksen, Julia Becker, Mohammad Fazleh Elahi, Angelika Maier, Marius Maile, Ingo Oliver Ptzold, Jonas Penningroth, Bettina Reglin, Markus Rothgnger, Philipp Cimiano, Erich Schubert, Silke Schwandt, Torsten W. Kuhlen, Mario Botsch, Tim Weissker |
| 2023 | SISAP | Accelerating k-Means Clustering with Cover Trees. | Andreas Lang, Erich Schubert |
| 2023 | SISAP | An Alternating Optimization Scheme for Binary Sketches for Cosine Similarity Search. | Erik Thordsen, Erich Schubert |
| 2022 | SISAP | Clustering by Direct Optimization of the Medoid Silhouette. | Lars Lenssen, Erich Schubert |
| 2022 | SISAP | Automatic Indexing for Similarity Search in ELKI. | Erich Schubert |
| 2022 | SISAP | On Projections to Linear Subspaces. | Erik Thordsen, Erich Schubert |
| 2021 | SISAP | Metric Indexing for Graph Similarity Search. | Franka Bause, David B. Blumenthal, Erich Schubert, Nils M. Kriege |
| 2021 | SISAP | A Triangle Inequality for Cosine Similarity. | Erich Schubert |
| 2021 | SISAP | Accelerating Spherical k-Means. | Erich Schubert, Andreas Lang, Gloria Feher |
| 2021 | SISAP | MESS: Manifold Embedding Motivated Super Sampling. | Erik Thordsen, Erich Schubert |
| 2020 | SISAP | BETULA: Numerically Stable CF-Trees for BIRCH Clustering. | Andreas Lang, Erich Schubert |
| 2020 | SISAP | ABID: Angle Based Intrinsic Dimensionality. | Erik Thordsen, Erich Schubert |
| 2019 | SDM | 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2019). | Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Albrecht Zimmermann |
| 2019 | SISAP | Faster k-Medoids Clustering: Improving the PAM, CLARA, and CLARANS Algorithms. | Erich Schubert, Peter J. Rousseeuw |
| 2018 | ECIR | Exploring Significant Interactions in Live News. | Erich Schubert, Andreas Spitz, Michael Gertz |
| 2018 | SISAP | On the Correlation Between Local Intrinsic Dimensionality and Outlierness. | Michael E. Houle, Erich Schubert, Arthur Zimek |
| 2018 | SSDBM | Numerically stable parallel computation of (co-)variance. | Erich Schubert, Michael Gertz |
| 2017 | SISAP | Good and Bad Neighborhood Approximations for Outlier Detection Ensembles. | Evelyn Kirner, Erich Schubert, Arthur Zimek |
| 2017 | SISAP | Intrinsic t-Stochastic Neighbor Embedding for Visualization and Outlier Detection - A Remedy Against the Curse of Dimensionality? | Erich Schubert, Michael Gertz |
| 2016 | SSDBM | SPOTHOT: Scalable Detection of Geo-spatial Events in Large Textual Streams. | Erich Schubert, Michael Weiler, Hans-Peter Kriegel |
| 2015 | DASFAA | Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles. | Erich Schubert, Arthur Zimek, Hans-Peter Kriegel |
| 2015 | ICDM | Outlier Detection and Trend Detection: Two Sides of the Same Coin. | Erich Schubert, Michael Weiler, Arthur Zimek |
| 2014 | ICDE | Discriminative features for identifying and interpreting outliers. | Xuan-Hong Dang, Ira Assent, Raymond T. Ng, Arthur Zimek, Erich Schubert |
| 2014 | KDD | SigniTrend: scalable detection of emerging topics in textual streams by hashed significance thresholds. | Erich Schubert, Michael Weiler, Hans-Peter Kriegel |
| 2014 | SDM | Generalized Outlier Detection with Flexible Kernel Density Estimates. | Erich Schubert, Arthur Zimek, Hans-Peter Kriegel |
| 2013 | SIGMOD | Interactive data mining with 3D-parallel-coordinate-trees. | Elke Achtert, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek |
| 2012 | ICDE | Evaluation of Clusterings - Metrics and Visual Support. | Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek |
| 2012 | ICDM | Outlier Detection in Arbitrarily Oriented Subspaces. | Hans-Peter Kriegel, Peer Krger, Erich Schubert, Arthur Zimek |
| 2012 | SDM | On Evaluation of Outlier Rankings and Outlier Scores. | Erich Schubert, Remigius Wojdanowski, Arthur Zimek, Hans-Peter Kriegel |
| 2011 | SDM | Interpreting and Unifying Outlier Scores. | Hans-Peter Kriegel, Peer Krger, Erich Schubert, Arthur Zimek |
| 2010 | DASFAA | Visual Evaluation of Outlier Detection Models. | Elke Achtert, Hans-Peter Kriegel, Lisa Reichert, Erich Schubert, Remigius Wojdanowski, Arthur Zimek |
| 2010 | ICDE | Subspace similarity search using the ideas of ranking and top-k retrieval. | Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Peer Krger, Matthias Renz, Erich Schubert, Arthur Zimek |
| 2010 | SSDBM | Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces. | Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Peer Krger, Matthias Renz, Erich Schubert, Arthur Zimek |
| 2010 | SSDBM | Can Shared-Neighbor Distances Defeat the Curse of Dimensionality? | Michael E. Houle, Hans-Peter Kriegel, Peer Krger, Erich Schubert, Arthur Zimek |
| 2009 | CIKM | LoOP: local outlier probabilities. | Hans-Peter Kriegel, Peer Krger, Erich Schubert, Arthur Zimek |
| 2009 | PAKDD | Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data. | Hans-Peter Kriegel, Peer Krger, Erich Schubert, Arthur Zimek |
| 2008 | SSDBM | A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms. | Hans-Peter Kriegel, Peer Krger, Erich Schubert, Arthur Zimek |