Publication Records

PROCHÁZKA, David, Terézia SLANINÁKOVÁ, Jaroslav OĽHA, Adrián ROŠINEC, Katarína GREŠOVÁ, Miriama JÁNOŠOVÁ, Jakub ČILLÍK, Jana PORUBSKÁ, Radka SVOBODOVÁ, Vlastislav DOHNAL and Matej ANTOL. AlphaFind: Discover structure similarity across the entire known proteome. Online. bioRxiv

SLANINÁKOVÁ, Terézia, Matej ANTOL, Jaroslav OĽHA, Vlastislav DOHNAL, Susana LADRA and Miguel A. MARTÍNEZ-PRIETO. Reproducible experiments with Learned Metric Index Framework. Online. Information systems. Elsevier, vol. 118, No 1, p. 102255-102270. ISSN 0306-4379. Available from: https://dx.doi.org/10.1016/j.is.2023.102255

SLANINÁKOVÁ, Terézia, David PROCHÁZKA, Matej ANTOL, Jaroslav OĽHA and Vlastislav DOHNAL. SISAP 2023 Indexing Challenge – Learned Metric Index. Online. In Pedreira, O., Estivill-Castro, V. Similarity Search and Applications. SISAP 2023. Lecture Notes in Computer Science, vol 14289. Cham: Springer. p. 282-290. ISBN 978-3-031-46993-0. Available from: https://dx.doi.org/10.1007/978-3-031-46994-7_24

OĽHA, Jaroslav, Terézia SLANINÁKOVÁ, Martin GENDIAR, Matej ANTOL and Vlastislav DOHNAL. Learned Indexing in Proteins: Extended Work on Substituting Complex Distance Calculations with Embedding and Clustering Techniques. Online. arXiv. Available from: https://dx.doi.org/10.48550/ARXIV.2208.08910

OĽHA, Jaroslav, Terézia SLANINÁKOVÁ, Martin GENDIAR, Matej ANTOL and Vlastislav DOHNAL. Learned Indexing in Proteins: Substituting Complex Distance Calculations with Embedding and Clustering Techniques. Online. In Tomáš Skopal, Fabrizio Falchi, Jakub Lokoč, Maria Luisa Sapino, Ilaria Bartolini, Marco Patella. Similarity Search and Applications, 15th International Conference, SISAP 2022, Bologna, Italy, October 5–7, 2022, Proceedings. 1st ed. Cham: Springer Cham. p. 274-282. ISBN 978-3-031-17848-1. Available from: https://dx.doi.org/10.1007/978-3-031-17849-8_22

SLANINÁKOVÁ, Terézia, Matej ANTOL, Jaroslav OĽHA and Vlastislav DOHNAL. Data-driven Learned Metric Index: an Unsupervised Approach. Online. In 14th International Conference on Similarity Search and Applications (SISAP 2021). Cham: Springer. p. 81-94. ISBN 978-3-030-89656-0. Available from: https://dx.doi.org/10.1007/978-3-030-89657-7_7

ANTOL, Matej, Jaroslav OĽHA, Terézia SLANINÁKOVÁ and Vlastislav DOHNAL. Learned metric index - proposition of learned indexing for unstructured data. Online. Information Systems. Elsevier, vol. 100, No 101774, p. 1-12. ISSN 0306-4379. Available from: https://dx.doi.org/10.1016/j.is.2021.101774

ANTOL, Matej, Miriama JÁNOŠOVÁ and Vlastislav DOHNAL. Metric hull as similarity-aware operator for representing unstructured data. Online. Pattern Recognition Letters. Amsterdam: Elsevier, vol. 149, September 2021, p. 91-98. ISSN 0167-8655. Available from: https://dx.doi.org/10.1016/j.patrec.2021.05.011

JÁNOŠOVÁ, Miriama, David PROCHÁZKA and Vlastislav DOHNAL. Organizing Similarity Spaces using Metric Hulls. Online. In 14th International Conference on Similarity Search and Applications (SISAP 2021). Cham: Springer. p. 3-16. ISBN 978-3-030-89656-0. Available from: https://dx.doi.org/10.1007/978-3-030-89657-7_1

SEDMIDUBSKÝ, Jan, Petra BUDÍKOVÁ, Vlastislav DOHNAL and Pavel ZEZULA. Motion Words: A Text-like Representation of 3D Skeleton Sequences. Online. In 42nd European Conference on Information Retrieval (ECIR). Cham: Springer. p. 527-541. ISBN 978-3-030-45438-8. Available from: https://dx.doi.org/10.1007/978-3-030-45439-5_35

ANTOL, Matej and Vlastislav DOHNAL. BM-index: Balanced Metric Space Index based on Weighted Voronoi Partitioning. Online. In Lecture Notes in Computer Science. Advances in Databases and Information Systems, 23th East European Conference, ADBIS 2019. LNCS 11695. Cham: Springer International Publishing. p. 337-353. ISBN 978-3-030-28729-0. Available from: https://dx.doi.org/10.1007/978-3-030-28730-6_21

GE, Mouzhi and Vlastislav DOHNAL. Quality Management in Big Data. Online. Informatics. Switzerland, vol. 5, No 2. ISSN 2227-9709. Available from: https://dx.doi.org/10.3390/informatics5020019

ANTOL, Matej and Vlastislav DOHNAL. Towards Artificial Priority Queues for Similarity Query Execution. Online. In 2018 IEEE 34th International Conference on Data Engineering Workshops (ICDEW). Paris, France: IEEE. p. 78-83. ISBN 978-1-5386-6306-6. Available from: https://dx.doi.org/10.1109/ICDEW.2018.00020

ANTOL, Matej and Vlastislav DOHNAL. Popularity-Based Ranking for Fast Approximate kNN Search. Online. Informatica. Lithuanian Academy of Sciences, vol. 28, No 1, p. 1-21. ISSN 0868-4952. Available from: https://dx.doi.org/10.15388/Informatica.2017.118

DOHNAL, Vlastislav. Členy rady doktorského studijního oboru 4I2 Softwarové systémy. Online. Rada doktorského studijního oboru 4I2 Softwarové systémy, MFF UK

ANTOL, Matej and Vlastislav DOHNAL. Optimizing Query Performance with Inverted Cache in Metric Spaces. Online. In Lecture Notes in Computer Science. Advances in Databases and Information Systems, 20th East European Conference, ADBIS 2016. Cham: Springer. p. 60-73. ISBN 978-3-319-44038-5. Available from: https://dx.doi.org/10.1007/978-3-319-44039-2_5

DOHNAL, Vlastislav, Tomáš HOMOLA and Pavel ZEZULA. MDPV - Metric Distance Permutation Vocabulary. Online. Information Retrieval. Netherlands: Springer, vol. 18, No 1, p. 51-72. ISSN 1386-4564. Available from: https://dx.doi.org/10.1007/s10791-014-9247-6

DOHNAL, Vlastislav and Alexander MATEČNÝ. Person Tagging in Still Images by Fusing Face and Full-body Detections. Online. In International Conference on Advances in Multimedia (MMEDIA 2014). Neuvedeno: IARIA XPS Press. p. 118-121. ISBN 978-1-61208-320-9

ANGHELACHE, Romeo, Petr SOJKA, Vlastislav DOHNAL, Radoslav PAVLOV, Georgi SIMEONOV, Michael JOST, Klaus KIERMEIER, Lucia SANTAMARIA LARA, Helena MIHALJEVIC-BRANDT, Aleksandar PEROVIC, Olaf TESCHKE, Aleksander NOWINSKI, Jean-Luc ARCHIMBAUD, Krzysztof WOJCIECHOWSKI, Brigitte BIDEGARAY-FESQUET, Yves LAURENT, Thierry BOUCHE and Julien PUYDT. EuDML Assessment and Evaluation — Final Report: Deliverable 11.4 of project EuDML. Online. 2.22 as of 12th April 2013. EU CIP-ICT-PSP project 250503 EuDML: The European Digital Mathematics Library. 34 pp. Deliverable D11.4

DOHNAL, Vlastislav. Předseda hodnoticího panelu P103 oborové komise technických věd, Grantová agentura ČR (Head of evaluation board P103 of committee for technical disciplines, Czech Science Foundation). Online. Grantová agentura ČR

HOMOLA, Tomáš, Vlastislav DOHNAL and Pavel ZEZULA. On Combining Sequence Alignment and Feature-quantization for Sub-image Searching. Online. International Journal of Multimedia Data Engineering and Management (IJMDEM). Hershey PA 17033-1240, USA: IGI Global, vol. 3, No 3, p. 20-44. ISSN 1947-8534. Available from: https://dx.doi.org/10.4018/jmdem.2012070102

SEDMIDUBSKÝ, Jan, Vlastislav DOHNAL and Pavel ZEZULA. On Investigating Scalability and Robustness in a Self-organizing Retrieval System. Online. In Proceedings of CIKM 2011 and the co-located Workshops. New York, NY 10087-0777: ACM Digital Library. p. 33-38. ISBN 978-1-4503-0717-8

HOMOLA, Tomáš, Vlastislav DOHNAL and Pavel ZEZULA. Proximity-based Order-respecting Intersection for Searching in Image Databases. Online. In Marcin Detyniecki, Peter Knees, Andreas Nürnberger, Markus Schedl and Sebastian Stober. 8th International Workshop on Adaptive Multimedia Retrieval, AMR'2010. Linz: Johannes Kepler University. p. 174-188. ISBN 978-3-642-27168-7. Available from: https://dx.doi.org/10.1007/978-3-642-27169-4_13

HOMOLA, Tomáš, Vlastislav DOHNAL and Pavel ZEZULA. Searching for Sub-images using Sequence Alignment. Online. In IEEE International Symposium on Multimedia (ISM 2011). Los Alamitos, California: IEEE Computer Society. p. 1-8. ISBN 978-1-4577-2015-4. Available from: https://dx.doi.org/10.1109/ISM.2011.19

DOHNAL, Vlastislav and Tomáš SKOPAL. Selected Papers from the 2nd International Workshop on Similarity Search and Applications SISAP 2009. Online. In Information Systems. Elsevier. p. 707-824

SEDMIDUBSKÝ, Jan, Vlastislav DOHNAL and Pavel ZEZULA. Feedback-based Performance Tuning for Self-organizing Multimedia Retrieval Systems. Online. In International Conference on Advances in Multimedia (MMEDIA 2010). Los Alamitos, CA 90720-1314: IEEE Computer Society. p. 102-108. ISBN 978-0-7695-4068-9

SEDMIDUBSKÝ, Jan, Vlastislav DOHNAL and Pavel ZEZULA. On Building a Self-organizing Search System for Multimedia Retrieval. Online. In International Workshop on Multimedia and Semantic Technologies (MUST 2010). Red Hook, NY 12571, USA: IEEE Computer Society. p. 1-7. ISBN 978-1-4244-6950-5. Available from: https://dx.doi.org/10.1109/FUTURETECH.2010.5482652

DOHNAL, Vlastislav and Pavel ZEZULA. Real-life performance of metric searching. Online. SIGSPATIAL Special. New York, USA: ACM, vol. 2, No 2, p. 28-31. ISSN 1946-7729

HOMOLA, Tomáš, Vlastislav DOHNAL and Pavel ZEZULA. Sub-image Searching Through Intersection of Local Descriptors. Online. In 3rd International Conference on Similarity Search and Applications (SISAP 2010). New York: ACM Press. p. 127-128. ISBN 978-1-4503-0420-7

BARTOŇ, Stanislav, Vlastislav DOHNAL, Jan SEDMIDUBSKÝ and Pavel ZEZULA. Towards Self-organizing Search Systems. Online. In Computational Social Network Analysis. New York, NY, USA: Springer. p. 49-80. Computer Communications and Networks. ISBN 978-1-84882-228-3

SKOPAL, Tomáš, Vlastislav DOHNAL, Michal BATKO and Pavel ZEZULA. Distinct nearest neighbors queries for similarity search in very large multimedia databases. Online. In 11th ACM International Workshop on Web Information and Data Management (WIDM 2009). New York, USA: ACM. p. 11-14. ISBN 978-1-60558-808-7

ZEZULA, Pavel, Vlastislav DOHNAL and Michal BATKO. File Organizations. Online. In Encyclopedia of Computer Science and Engineering. Hoboken, NJ, USA: Wiley-Interscience. p. 1219-1227. Information Science and Computing, Vol. 2. ISBN 978-0-471-38393-2

ZEZULA, Pavel, Michal BATKO and Vlastislav DOHNAL. Indexing Metric Spaces. Online. In Encyclopedia of Database Systems. New York: Springer-Verlag. p. 1-4. Database Management and Information Retrieval. ISBN 978-0-387-49616-0

BATKO, Michal, Vlastislav DOHNAL, David NOVÁK and Jan SEDMIDUBSKÝ. MUFIN: A Multi-Feature Indexing Network. Online. In 2nd International Workshop on Similarity Search and Applications. Los Alamitos, CA 90720-1314: IEEE Computer Society. p. 158-159. ISBN 978-0-7695-3765-8

DOHNAL, Vlastislav and Jan SEDMIDUBSKÝ. Query Routing Mechanisms in Self-organizing Search Systems. Online. In 2nd International Workshop on Similarity Search and Applications. Los Alamitos, CA 90720-1314: IEEE Computer Society. p. 132-139. ISBN 978-0-7695-3765-8

ZEZULA, Pavel, Michal BATKO, Vlastislav DOHNAL, David NOVÁK and Jan SEDMIDUBSKÝ. Similarity Search in Large Collections of Biometric Data. Online. In NATO RTO Modelling and Simulation Group Symposium. Brussels: NATO Research and Technology Organisation. p. 1-13. ISBN 978-92-837-0100-2

DOHNAL, Vlastislav and Pavel ZEZULA. Similarity Searching in Structured and Unstructured P2P Networks. Online. In Social-Informatics and Telecommunications Engineering. Berlin Heidelberg: Springer. p. 400-416. ISBN 978-3-642-10624-8. Available from: https://dx.doi.org/10.1007/978-3-642-10625-5_25

SEDMIDUBSKÝ, Jan, Vlastislav DOHNAL, Stanislav BARTOŇ and Pavel ZEZULA. A Self-organized System for Content-based Search in Multimedia. Online. In IEEE International Symposium on Multimedia (ISM 2008). Los Alamitos, California 90720-1314: IEEE Computer Society. p. 322-327. ISBN 978-1-4244-4089-4

SEDMIDUBSKÝ, Jan, Stanislav BARTOŇ, Vlastislav DOHNAL and Pavel ZEZULA. Adaptive Approximate Similarity Searching through Metric Social Networks. Online. In 24th International Conference on Data Engineering (ICDE 2008). Los Alamitos CA: IEEE Computer Society. p. 1424-1426. ISBN 978-1-4244-1836-7

BARTOŇ, Stanislav, Vlastislav DOHNAL, Jan SEDMIDUBSKÝ and Pavel ZEZULA. Building Self-Organized Image Retrieval Network. Online. In Proceeding of the 2008 ACM workshop on Large-Scale distributed systems for information retrieval (LSDS-IR'08). USA: ACM New York. p. 51-58. ISBN 978-1-60558-254-2

DOHNAL, Vlastislav and Pavel ZEZULA. D-index: Distance Index. Online

DOHNAL, Vlastislav, Claudio GENNARO and Pavel ZEZULA. Efficiency and Scalability Issues in Metric Access Methods. Online. In Computational Intelligence in Medical Informatics. 1st ed. Berlin, Germany: Springer-Verlag Berlin Heidelberg. p. 235-264. Studies in Computational Intelligence, vol. 85. ISBN 978-3-540-75766-5

BATKO, Michal, Vlastislav DOHNAL, David NOVÁK and Pavel ZEZULA. Metric Similarity Search Implementation Framework (MESSIF). Online

SEDMIDUBSKÝ, Jan, Vlastislav DOHNAL and Pavel ZEZULA. M-tree: Metric tree. Online

DOHNAL, Vlastislav, Jan SEDMIDUBSKÝ, Pavel ZEZULA and David NOVÁK. Similarity Searching: Towards Bulk-loading Peer-to-Peer Networks. Online. In 1st International Workshop on Similarity Search and Applications (SISAP 2008). Los Alamitos CA, Washington, Tokyo: IEEE Computer Society. p. 87-94. ISBN 978-0-7695-3101-4

SEDMIDUBSKÝ, Jan, Stanislav BARTOŇ, Vlastislav DOHNAL and Pavel ZEZULA. Adaptive Approximate Similarity Searching through Metric Social Networks. Online. Brno: Faculty of Informatics, Masaryk University. Technical report FIMU-RS-2007-06

BARTOŇ, Stanislav, Vlastislav DOHNAL, Jan SEDMIDUBSKÝ and Pavel ZEZULA. Gauging the Evolution of Metric Social Network. Online. In 5th International Workshop on Databases, Information Systems and Peer-to-Peer Computing (DBISP2P 2007) held at 33rd International Conference on Very Large Data Bases (VLDB 2007). Vienna: VLDB Endowment. p. 1-12. ISBN 978-3-540-71660-0

SEDMIDUBSKÝ, Jan, Stanislav BARTOŇ and Vlastislav DOHNAL. mSN: Metric Social Network for Similarity Searching. Online

SEDMIDUBSKÝ, Jan, Stanislav BARTOŇ, Vlastislav DOHNAL and Pavel ZEZULA. Querying Similarity in Metric Social Networks. Online. In Network-Based Information Systems, First International Conference, NBiS 2007. Berlin: Springer. p. 278-287. ISBN 3-540-74572-6

NOVÁK, David, Michal BATKO, Vlastislav DOHNAL and Pavel ZEZULA. Scaling up the Image Content-based Retrieval. Online. In Second DELOS Conference - Working Notes. Pisa, Italy: DELOS Network of Excellence. p. 1-10. ISBN 2-912335-36-1

ZEZULA, Pavel, Giuseppe AMATO and Vlastislav DOHNAL. Similarity Search: The Metric Space Approach. Online. 2007th ed. Seoul, Korea: ACM. ACM SAC 2007 Conference. ISBN 1-59593-480-4

BATKO, Michal, David NOVÁK and Vlastislav DOHNAL. Metric Similarity Search Implementation Framework (MESSIF). Online

BATKO, Michal, Vlastislav DOHNAL and Pavel ZEZULA. M-Grid: Similarity Searching in Grids. Online. In Proceedings of International Workshop on Information Retrieval in Peer-to-Peer Networks, ACM CIKM 2006. 1st ed. Arlington: ACM Press. p. 17-24. ISBN 1-59593-531-2

ZEZULA, Pavel, Vlastislav DOHNAL and David NOVÁK. Towards Scalability of Similarity Searching. Online. Edited by Roberto Baldoni, Giovanni Cortese, Fabrizio Davide, Angelo Melpignano. In Global Data Management. Amsterdam, The Netherlands: IOS Press. p. 277-300. Volume 8 of Emerging Communication: Studies on... ISBN 1-58603-629-7

ZEZULA, Pavel, Giuseppe AMATO, Vlastislav DOHNAL and Michal BATKO. Similarity Search: The Metric Space Approach. Online. 2005th ed. New York, NY 10013, USA: Springer. 220 pp. Advances in Database Systems, Vol. 32. ISBN 0-387-29146-6

DOHNAL, Vlastislav. An Access Structure for Similarity Search in Metric Spaces. Online. In Current Trends in Database Technology - EDBT 2004. LNCS 3268. Berlin, Germany: Springer-Verlag Heidelberg. p. 133-143. ISBN 3-540-23305-9

DOHNAL, Vlastislav. An Access Structure for Similarity Search in Metric Spaces. Online. In Proceedings of ICDE/EDBT 2004 Joint Ph.D. Workshop, 18 March 2004, Heraklion, Greece and 29 March 2004, Boston, MA, USA. Greece: Crete University Press. p. 149-158. ISBN 960-524-177-3

DOHNAL, Vlastislav, Claudio GENNARO, Pasquale SAVINO and Pavel ZEZULA. Access Structures for Advanced Similarity Search in Metric Spaces. Online. In Proceedings of the Eleventh Italian Symposium on Advanced Database Systems. Itálie: Rubbettino Editore. p. 483-494. ISBN 88-498-0629-9

DOHNAL, Vlastislav, Claudio GENNARO, Pasquale SAVINO and Pavel ZEZULA. D-Index: Distance Searching Index for Metric Data Sets. Online. Multimedia Tools and Applications. Kluwer Academic Publishers, vol. 21, No 1, p. 9-33, 24 pp. ISSN 1380-7501

DOHNAL, Vlastislav, Claudio GENNARO, Pasquale SAVINO and Pavel ZEZULA. Similarity Join in Metric Spaces. Online. In Proceedings of the European Conference on Information Retrieval Research. LNCS 2633. Berlin: Springer-Verlag. p. 452-467. ISBN 3-540-01274-5

DOHNAL, Vlastislav, Claudio GENNARO and Pavel ZEZULA. Similarity Join in Metric Spaces Using eD-Index. Online. In Database and Expert Systems Applications, DEXA 2003. LNCS 2736. Berlin: Springer. p. 484-493. ISSN 0302-9743

DOHNAL, Vlastislav, Claudio GENNARO and Pavel ZEZULA. A Metric Index for Approximate Text Management. Online. In Information Systems and Databases. Anaheim - Calgary - Zurich: ACTA Press. p. 37-42. ISBN 0-88986-362-8

DOHNAL, Vlastislav, Claudio GENNARO, Pasquale SAVINO and Pavel ZEZULA. Separable Splits of Metric Data Sets. Online. In SEBD01 - Italian Symposium on Database Systems. Milano: University Press. p. 45-62. ISBN 0-88986-362-8