| 2025 | DaWaK | On the Costs and Benefits of Learned Indexing for Dynamic High-Dimensional Data. | Terzia Slaninkov, Jaroslav Olha, David Prochzka, Matej Antol, Vlastislav Dohnal |
| 2024 | SISAP | Advancing the PAM Algorithm to Semi-supervised k-Medoids Clustering. | Miriama Jnosov, Andreas Lang, Petra Budkov, Erich Schubert, Vlastislav Dohnal |
| 2024 | SISAP | Scaling Learned Metric Index to 100M Datasets. | David Prochzka, Terzia Slaninkov, Jozef Cernansk, Jaroslav Olha, Matej Antol, Vlastislav Dohnal |
| 2023 | SISAP | SISAP 2023 Indexing Challenge - Learned Metric Index. | Terzia Slaninkov, David Prochzka, Matej Antol, Jaroslav Olha, Vlastislav Dohnal |
| 2022 | SISAP | Learned Indexing in Proteins: Substituting Complex Distance Calculations with Embedding and Clustering Techniques. | Jaroslav Olha, Terzia Slaninkov, Martin Gendiar, Matej Antol, Vlastislav Dohnal |
| 2021 | SISAP | Organizing Similarity Spaces Using Metric Hulls. | Miriama Jnosov, David Prochzka, Vlastislav Dohnal |
| 2021 | SISAP | Data-Driven Learned Metric Index: An Unsupervised Approach. | Terzia Slaninkov, Matej Antol, Jaroslav Olha, Vojtech Kana, Vlastislav Dohnal |
| 2020 | ECIR | Motion Words: A Text-Like Representation of 3D Skeleton Sequences. | Jan Sedmidubsk, Petra Budkov, Vlastislav Dohnal, Pavel Zezula |
| 2019 | ADBIS | BM-index: Balanced Metric Space Index Based on Weighted Voronoi Partitioning. | Matej Antol, Vlastislav Dohnal |
| 2018 | ICDE | Towards Artificial Priority Queues for Similarity Query Execution. | Matej Antol, Vlastislav Dohnal |
| 2016 | ADBIS | Optimizing Query Performance with Inverted Cache in Metric Spaces. | Matej Antol, Vlastislav Dohnal |
| 2011 | ISM | Searching for Sub-images Using Sequence Alignment. | Tomas Homola, Vlastislav Dohnal, Pavel Zezula |
| 2010 | SISAP | Sub-image searching through intersection of local descriptors. | Tomas Homola, Vlastislav Dohnal, Pavel Zezula |
| 2009 | Qshine | Similarity Searching in Structured and Unstructured P2P Networks. | Vlastislav Dohnal, Pavel Zezula |
| 2009 | SISAP | MUFIN: A Multi-feature Indexing Network. | Michal Batko, Vlastislav Dohnal, David Novak, Jan Sedmidubsk |
| 2009 | SISAP | Query Routing Mechanisms in Self-Organizing Search Systems. | Vlastislav Dohnal, Jan Sedmidubsk |
| 2008 | CIKM | Building self-organized image retrieval network. | Stanislav Barton, Vlastislav Dohnal, Jan Sedmidubsk, Pavel Zezula |
| 2008 | ICDE | Similarity searching: Towards bulk-loading peer-to-peer networks. | Vlastislav Dohnal, Jan Sedmidubsk, Pavel Zezula, David Novak |
| 2008 | ICDE | Adaptive Approximate Similarity Searching through Metric Social Networks. | Jan Sedmidubsk, Stanislav Barton, Vlastislav Dohnal, Pavel Zezula |
| 2008 | ISM | A Self-Organized System for Content-Based Search in Multimedia. | Jan Sedmidubsk, Vlastislav Dohnal, Stanislav Barton, Pavel Zezula |
| 2008 | SISAP | Similarity Searching: Towards Bulk-Loading Peer-to-Peer Networks. | Vlastislav Dohnal, Jan Sedmidubsk, Pavel Zezula, David Novak |
| 2006 | CIKM | M-Grid: similarity searching in grid. | Michal Batko, Vlastislav Dohnal, Pavel Zezula |
| 2003 | DEXA | Similarity Join in Metric Spaces Using eD-Index. | Vlastislav Dohnal, Claudio Gennaro, Pavel Zezula |
| 2003 | ECIR | Similarity Join in Metric Spaces. | Vlastislav Dohnal, Claudio Gennaro, Pasquale Savino, Pavel Zezula |