| 2022 | Clustering by Direct Optimization of the Medoid Silhouette. | Lars Lenssen, Erich Schubert |
| 2022 | An Application of Learned Multi-modal Product Similarity to E-Commerce. | My Hong Le, Alexander Hinneburg |
| 2022 | Numerical Data Imputation: Choose kNN over Deep Learning. | Florian Lalande, Kenji Doya |
| 2022 | FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. | Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato |
| 2022 | Similarity Search with the Distance Density Model. | Markta Krenkov, Vladimir Mic, Pavel Zezula |
| 2022 | Evaluation of LID-Aware Graph Embedding Methods for Node Clustering. | Dusica Knezevic, Jela Babic, Milos Savic, Milos Radovanovic |
| 2022 | Discovering Knowledge Graphs via Attention-Driven Graph Generation. | Armin Hedzic |
| 2022 | Generalized Relative Neighborhood Graph (GRNG) for Similarity Search. | Cole Foster, Berk Sevilmis, Benjamin B. Kimia |
| 2022 | A Ptolemaic Partitioning Mechanism. | Richard Connor |
| 2022 | Graph Edit Distance Compacted Search Tree. | Ibrahim Chegrane, Imane Hocine, Sad Yahiaoui, Ahcne Bendjoudi, Nadia Nouali-Taboudjemat |
| 2022 | Approximate Nearest Neighbor Search on Standard Search Engines. | Fabio Carrara, Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato |
| 2022 | Visual Exploration of Human Motion Data. | Petra Budkov, Daniel Klepac, David Rusnak, Milan Slovak |
| 2022 | COSINER: COntext SImilarity data augmentation for Named Entity Recognition. | Ilaria Bartolini, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperl, Andrea Vignali |
| 2022 | Visual Recommendation and Visual Search for Fashion E-Commerce. | Alessandro Abluton |
| 2021 | Progressive Query-Driven Entity Resolution. | Luca Zecchini |
| 2021 | On Generalizing Permutation-Based Representations for Approximate Search. | Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato |
| 2021 | MESS: Manifold Embedding Motivated Super Sampling. | Erik Thordsen, Erich Schubert |
| 2021 | Data-Driven Learned Metric Index: An Unsupervised Approach. | Terzia Slaninkov, Matej Antol, Jaroslav Olha, Vojtech Kana, Vlastislav Dohnal |
| 2021 | Similarity vs. Relevance: From Simple Searches to Complex Discovery. | Toms Skopal, David Bernhauer, Petr Skoda, Jakub Klmek, Martin Necask |
| 2021 | Accelerating Spherical k-Means. | Erich Schubert, Andreas Lang, Gloria Feher |
| 2021 | A Triangle Inequality for Cosine Similarity. | Erich Schubert |
| 2021 | Discovering Latent Information from Noisy Sources in the Cultural Heritage Domain. | Fabrizio Scarrone |
| 2021 | Local Intrinsic Dimensionality and Graphs: Towards LID-aware Graph Embedding Algorithms. | Milos Savic, Vladimir Kurbalija, Milos Radovanovic |
| 2021 | Towards an Italian Healthcare Knowledge Graph. | Marco Postiglione |
| 2021 | FIMSIM: Discovering Communities by Frequent Item-Set Mining and Similarity Search. | Jakub Peschel, Michal Batko, Jakub Valck, Jan Sedmidubsk, Pavel Zezula |