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doc. RNDr. Vlastislav Dohnal, Ph.D.

Associate professor, Department of Machine Learning and Data Processing

office: B406
Botanická 554/68a
602 00 Brno

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phone: +420 549 49 3360
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Basic information
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Curriculum vitae

Person Identification
  • doc. RNDr. Vlastislav Dohnal, Ph.D., born on June 19, 1977, married, four children
Workplace
  • Department of Machine Learning and Data Processing
    Faculty of Informatics
    Masaryk University
    Brno
    Czech Republic
Employment Position
  • Associate Professor
Education and Academic Qualifications
  • 2012: Habilitation, Faculty of Informatics, Masaryk University
  • 2000–2004: Ph.D. studies, Faculty of Informatics, Masaryk University
  • 1995–2000: Master studies, Faculty of Informatics, Masaryk University
Employment Summary
  • 2012 to date: Associate Professor, Dept. of Computer Systems and Communications, Faculty of Informatics, Masaryk University
  • 2004–2012: Assistant Professor, Dept. of Computer Systems and Communications, Faculty of Informatics, Masaryk University
Pedagogical Activities
  • Introduction to Database Systems
  • Introduction to Database and Information Systems
  • Efficient Use of Database Systems
  • Database Systems for Data Analytics
  • NoSQL Databases
  • Similarity Searching in Multimedia Data
  • Project on Database Systems
  • Study Guarantor
  • 2011-2014: Information Systems, master degree field of study
  • 2015-2021: Service Science, Management, and Engineering, master degree field of study
Scientific and Research Activities
  • Research Topics
  • Machine Learning for Data Storage and Indexing
  • Similarity-based Data Analytics
  • Similarity Searching
  • Storage Structures for Non-traditional Data
  • Database Systems
  • Research Projects
  • July 2023-June 2026 Learned Indexing for Similarity Searching, Czech Science Foundation, lead agency project, GF23-07040K, principle investigator; cooperation with University of Kiel, Germany
  • 2019-2021 Searching, Mining, and Annotating Human Motion Streams, Czech Science Foundation, GA19-02033S, team member
  • 2018-2022 CyberSecurity, CyberCrime and Critical Information Infrastructures Center of Excellence, Ministry of Education, Youth and Sports of the CR, CZ.02.1.01/0.0/0.0/16_019/0000822, team member
  • 2019-2019 Critical Infrastructure Software Architectures, Computer Systems Security, Data Processing and Visualization Techniques, and Augmented Reality, Masaryk University, MUNI/A/1145/2018, specific research program, leader
  • 2016–2018 Big Data Analytics for Unstructured Data, Czech Science Foundation, GA16-18889S, team member
  • 2012–2018 Center for large-scale multi-modal data interpretation, Czech Science Foundation, GBP103/12/G084, team member
  • 2018–2018 Aplikovaný výzkum na FI: bezpečnost počítačových systémů, SW architektury kritických infrastruktur, zpracování velkých dat, vizualizace dat a virtuální realita, Masaryk University, MUNI/A/1213/2017, specific research program, leader
  • 2017–2017 Aplikovaný výzkum na FI: vyhledávacích systémy, bezpečnost, vizualizace dat a virtuální realita, Masaryk University, MUNI/A/0997/2016, specific research program, leader
  • 2010–2014 Multimedia analysis, Ministry of Interior, F20102014004, team member
  • 2010–2012 Content-based Image Retrieval on the Web Scale, Czech Science Foundation, GAP103/10/0886, team member
  • 2009–2011 Similarity Searching in Very Large Multimedia Databases, Czech Science Foundation, GA201/09/0683, team member
  • 2007–2009 Distributed Index Structures for Similarity Searching, Czech Science Foundation, GP201/07/P240, postdoc project
Academical Stays
  • 2023: Viper Group, University of Geneva, Switzerland, 1 month
  • 2010: Vertigo Group, Conservatoire National des Arts et Métiers (CNAM), Paris, France, 1 month, invited stay
  • 2005: CREATE-NET, Research Center, Trento, Italy, 1 week, invited stay
University Activities
  • 2015–2017, 2018-2020, May 2024-to date: Member of the academic senate, Faculty of Informatics
  • 2021-May 2024: Head of the academic senate, Faculty of Informatics
  • Jan 2013–Aug 2014: Head of Department of Computer Systems and Communications, Faculty of Informatics (commissioned by the performance of the function)
  • Jan 2012–Dec 2012: Deputy Head of Department of Computer Systems and Communications, Faculty of Informatics
  • 2010–2012: Head of Disciplinary Committee, Faculty of Informatics
  • 2007–2010: Member of Disciplinary Committee, Faculty of Informatics
  • Study Program Guarantor
  • 2014-2022: Service Science, Management and Engineering, master degree study program
  • 2012–2014: Information Systems, master degree study program
Extrauniversity Activities
  • 2019 to date Member of Doctoral board for the doctoral fields of study Computer Science - Software Systems, Faculty of Mathematics and Physics, Charles University (MFF UK), appointed on July 8, 2019
  • 2016 to date Member of advisory board for doctoral studies, Software systems field of study, Faculty of Mathematics and Physics, Charles University (MFF UK), appointed on Oct. 5, 2016
  • 2013–2016 Head of Expert Group for Project Evaluation (P103), Czech Science Foundation
Appreciation of Science Community
  • Program Committee Member
  • 2023-2024: ACM SIGIR
  • 2024: CIKM
  • 2021-2024: European Conference on Information Retrieval (ECIR)
  • 2020-2024,2017,2011,2009: International Workshop on Similarity Search and Applications (SISAP)
  • 2023: ACM SIGSpatial
  • 2014: International Workshop on Computer Vision With Local Binary Patterns Variants (LBP) at ECCV
  • 2011–2021: International Conferences on Advances in Multimedia (MMEDIA)
  • 2008: European Conference on Research and Advanced Technology for Digital Libraries (ECDL)
  • 2008: ACM Symposium on Applied Computing (SAC), Track on Engineering Large-Scale Distributed Systems
  • Awards
  • 2008: IBM Shared University Research Award (as team member)
  • 2006: Rector's Award for Outstanding Creative Work, Masaryk University
  • 2005: Rector's Award for Excellent Doctoral Students, Masaryk University
  • Scientific Database Profiles
  • Scholar Google, h-index 14, citations 1918 (updated on Dec 12, 2022)
  • ResearcherID
  • ACM DL
  • Scopus
  • ORCID 0000-0001-7768-7435
Selected Publications
  • PROCHÁZKA, David, Terézia SLANINÁKOVÁ, Jaroslav OĽHA, Adrián ROŠINEC, Katarína GREŠOVÁ, Miriama JÁNOŠOVÁ, Jakub ČILLÍK, Jana PORUBSKÁ, Radka SVOBODOVÁ, Vlastislav DOHNAL a Matej ANTOL. AlphaFind: discover structure similarity across the proteome in AlphaFold DB. Nucleic acids research. Oxford: Oxford University Press, 2024, roč. 52, July 5, s. W182-W186, 5 s. ISSN 0305-1048. Dostupné z: https://dx.doi.org/10.1093/nar/gkae397. URL info
  • JÁNOŠOVÁ, Miriama, Andreas LANG, Petra BUDÍKOVÁ, Erich SCHUBERT a Vlastislav DOHNAL. Advancing the PAM Algorithm to Semi-Supervised k-Medoids Clustering. In Edgar Chávez, Benjamin Kimia, Jakub Lokoč, Marco Patella, Jan Sedmidubsky. 17th International Conference on Similarity Search and Applications (SISAP). Cham: Springer, 2024, s. 223–237, 14 s. ISBN 978-3-031-75822-5. Dostupné z: https://dx.doi.org/10.1007/978-3-031-75823-2_19. URL info
  • PROCHÁZKA, David, Terézia SLANINÁKOVÁ, Jozef ČERŇANSKÝ, Jaroslav OĽHA, Matej ANTOL a Vlastislav DOHNAL. Scaling Learned Metric Index to 100M Datasets. In Edgar Chávez, Benjamin Kimia, Jakub Lokoč, Marco Patella, Jan Sedmidubsky. 17th International Conference on Similarity Search and Applications (SISAP 2024). Cham: Springer, 2024, s. 266-273. ISBN 978-3-031-75822-5. Dostupné z: https://dx.doi.org/10.1007/978-3-031-75823-2_22. info
  • GREŠOVÁ, Katarína, Pavlína ŠPRINGEROVÁ, Terézia SLANINÁKOVÁ, David PROCHÁZKA, Jaroslav OĽHA, Adrián ROŠINEC, Miriama JÁNOŠOVÁ, Jakub ČILLÍK, Jana PORUBSKÁ, Radka SVOBODOVÁ, Vlastislav DOHNAL a Matej ANTOL. AlphaFind — discover structure similarity across the proteome in AlphaFold DB. In ECCB2024. 2024. Annotation info
  • SLANINÁKOVÁ, Terézia, Katarína GREŠOVÁ, David PROCHÁZKA, Viktória SPIŠAKOVÁ, Adrián ROŠINEC, Jakub ČILLÍK, Pavlína ŠPRINGEROVÁ, Aleš KŘENEK, Vlastislav DOHNAL, Radka SVOBODOVÁ a Matej ANTOL. Fast, structure-based searching in a large-scale protein data repository. In ELIXIR CZ Annual Conference. 2024. Dostupné z: https://dx.doi.org/10.13140/RG.2.2.31355.53281. URL info
  • NOVOTNÁ, Lucie, Terézia SLANINÁKOVÁ, David PROCHÁZKA, Lukáš HEJTMÁNEK, Katarína GREŠOVÁ, Jaroslav OĽHA, Vlastislav DOHNAL, Adrián ROŠINEC a Matej ANTOL. AlphaFind: Discover structure similarity across the entire known proteome – data and model. 2024. Dostupné z: https://dx.doi.org/10.48700/datst.d35zf-1ja47. URL info
  • SLANINÁKOVÁ, Terézia, Matej ANTOL, Jaroslav OĽHA, Vlastislav DOHNAL, Susana LADRA a Miguel A. MARTÍNEZ-PRIETO. Reproducible experiments with Learned Metric Index Framework. Information systems. Elsevier, 2023, roč. 118, č. 1, s. 102255-102270. ISSN 0306-4379. Dostupné z: https://dx.doi.org/10.1016/j.is.2023.102255. URL info
  • SLANINÁKOVÁ, Terézia, David PROCHÁZKA, Matej ANTOL, Jaroslav OĽHA a Vlastislav DOHNAL. SISAP 2023 Indexing Challenge – Learned Metric Index. In Pedreira, O., Estivill-Castro, V. Similarity Search and Applications. SISAP 2023. Lecture Notes in Computer Science, vol 14289. Cham: Springer, 2023, s. 282-290. ISBN 978-3-031-46993-0. Dostupné z: https://dx.doi.org/10.1007/978-3-031-46994-7_24. info
  • OĽHA, Jaroslav, Terézia SLANINÁKOVÁ, Martin GENDIAR, Matej ANTOL a Vlastislav DOHNAL. Learned Indexing in Proteins: Substituting Complex Distance Calculations with Embedding and Clustering Techniques. 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. 1. vyd. Cham: Springer Cham, 2022, s. 274-282. ISBN 978-3-031-17848-1. Dostupné z: https://dx.doi.org/10.1007/978-3-031-17849-8_22. URL info
  • ANTOL, Matej, Jaroslav OĽHA, Terézia SLANINÁKOVÁ a Vlastislav DOHNAL. Learned metric index - proposition of learned indexing for unstructured data. Information Systems. Elsevier, 2021, roč. 100, č. 101774, s. 1-12. ISSN 0306-4379. Dostupné z: https://dx.doi.org/10.1016/j.is.2021.101774. URL info
  • ANTOL, Matej, Miriama JÁNOŠOVÁ a Vlastislav DOHNAL. Metric hull as similarity-aware operator for representing unstructured data. Pattern Recognition Letters. Amsterdam: Elsevier, 2021, roč. 149, September 2021, s. 91-98. ISSN 0167-8655. Dostupné z: https://dx.doi.org/10.1016/j.patrec.2021.05.011. URL info
  • SLANINÁKOVÁ, Terézia, Matej ANTOL, Jaroslav OĽHA a Vlastislav DOHNAL. Data-driven Learned Metric Index: an Unsupervised Approach. In 14th International Conference on Similarity Search and Applications (SISAP 2021). Cham: Springer, 2021, s. 81-94. ISBN 978-3-030-89656-0. Dostupné z: https://dx.doi.org/10.1007/978-3-030-89657-7_7. info
  • JÁNOŠOVÁ, Miriama, David PROCHÁZKA a Vlastislav DOHNAL. Organizing Similarity Spaces using Metric Hulls. In 14th International Conference on Similarity Search and Applications (SISAP 2021). Cham: Springer, 2021, s. 3-16. ISBN 978-3-030-89656-0. Dostupné z: https://dx.doi.org/10.1007/978-3-030-89657-7_1. info
  • SEDMIDUBSKÝ, Jan, Petra BUDÍKOVÁ, Vlastislav DOHNAL a Pavel ZEZULA. Motion Words: A Text-like Representation of 3D Skeleton Sequences. Online. In 42nd European Conference on Information Retrieval (ECIR). Cham: Springer, 2020, s. 527-541. ISBN 978-3-030-45438-8. Dostupné z: https://dx.doi.org/10.1007/978-3-030-45439-5_35. info
  • ANTOL, Matej a Vlastislav DOHNAL. BM-index: Balanced Metric Space Index based on Weighted Voronoi Partitioning. In Lecture Notes in Computer Science. Advances in Databases and Information Systems, 23th East European Conference, ADBIS 2019. LNCS 11695. Cham: Springer International Publishing, 2019, s. 337-353. ISBN 978-3-030-28729-0. Dostupné z: https://dx.doi.org/10.1007/978-3-030-28730-6_21. URL info
  • GE, Mouzhi a Vlastislav DOHNAL. Quality Management in Big Data. Informatics. Switzerland, 2018, roč. 5, č. 2. ISSN 2227-9709. Dostupné z: https://dx.doi.org/10.3390/informatics5020019. URL info
  • ANTOL, Matej a 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, 2018, s. 78-83. ISBN 978-1-5386-6306-6. Dostupné z: https://dx.doi.org/10.1109/ICDEW.2018.00020. URL info
  • ANTOL, Matej a Vlastislav DOHNAL. Popularity-Based Ranking for Fast Approximate kNN Search. Informatica. Lithuanian Academy of Sciences, 2017, roč. 28, č. 1, s. 1-21. ISSN 0868-4952. Dostupné z: https://dx.doi.org/10.15388/Informatica.2017.118. URL info
  • ANTOL, Matej a Vlastislav DOHNAL. Optimizing Query Performance with Inverted Cache in Metric Spaces. In Lecture Notes in Computer Science. Advances in Databases and Information Systems, 20th East European Conference, ADBIS 2016. Cham: Springer, 2016, s. 60-73. ISBN 978-3-319-44038-5. Dostupné z: https://dx.doi.org/10.1007/978-3-319-44039-2_5. URL info
  • DOHNAL, Vlastislav, Tomáš HOMOLA a Pavel ZEZULA. MDPV - Metric Distance Permutation Vocabulary. Information Retrieval. Netherlands: Springer, 2015, roč. 18, č. 1, s. 51-72. ISSN 1386-4564. Dostupné z: https://dx.doi.org/10.1007/s10791-014-9247-6. URL info
  • DOHNAL, Vlastislav a Alexander MATEČNÝ. Person Tagging in Still Images by Fusing Face and Full-body Detections. In International Conference on Advances in Multimedia (MMEDIA 2014). Neuvedeno: IARIA XPS Press, 2014, s. 118-121. ISBN 978-1-61208-320-9. URL info
  • DOHNAL, Vlastislav. Předseda hodnoticího panelu P103 oborové komise technických věd, Grantová agentura ČR. Grantová agentura ČR, 2013 - 2016. info
  • HOMOLA, Tomáš, Vlastislav DOHNAL a Pavel ZEZULA. On Combining Sequence Alignment and Feature-quantization for Sub-image Searching. International Journal of Multimedia Data Engineering and Management (IJMDEM). Hershey PA 17033-1240, USA: IGI Global, 2012, roč. 3, č. 3, s. 20-44. ISSN 1947-8534. Dostupné z: https://dx.doi.org/10.4018/jmdem.2012070102. info
  • HOMOLA, Tomáš, Vlastislav DOHNAL a Pavel ZEZULA. Proximity-based Order-respecting Intersection for Searching in Image Databases. 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, 2011, s. 174-188. ISBN 978-3-642-27168-7. Dostupné z: https://dx.doi.org/10.1007/978-3-642-27169-4_13. info
  • SEDMIDUBSKÝ, Jan, Vlastislav DOHNAL a Pavel ZEZULA. On Investigating Scalability and Robustness in a Self-organizing Retrieval System. In Proceedings of CIKM 2011 and the co-located Workshops. New York, NY 10087-0777: ACM Digital Library, 2011, s. 33-38. ISBN 978-1-4503-0717-8. info
  • HOMOLA, Tomáš, Vlastislav DOHNAL a Pavel ZEZULA. Searching for Sub-images using Sequence Alignment. In IEEE International Symposium on Multimedia (ISM 2011). Los Alamitos, California: IEEE Computer Society, 2011, s. 1-8. ISBN 978-1-4577-2015-4. Dostupné z: https://dx.doi.org/10.1109/ISM.2011.19. info
  • DOHNAL, Vlastislav a Tomáš SKOPAL. Selected Papers from the 2nd International Workshop on Similarity Search and Applications SISAP 2009. In Information Systems. Elsevier, 2011, s. 707-824. info
  • BARTOŇ, Stanislav, Vlastislav DOHNAL, Jan SEDMIDUBSKÝ a Pavel ZEZULA. Towards Self-organizing Search Systems. In Computational Social Network Analysis. New York, NY, USA: Springer, 2010, s. 49-80. Computer Communications and Networks. ISBN 978-1-84882-228-3. URL info
  • SEDMIDUBSKÝ, Jan, Vlastislav DOHNAL a Pavel ZEZULA. On Building a Self-organizing Search System for Multimedia Retrieval. In International Workshop on Multimedia and Semantic Technologies (MUST 2010). Red Hook, NY 12571, USA: IEEE Computer Society, 2010, s. 1-7. ISBN 978-1-4244-6950-5. Dostupné z: https://dx.doi.org/10.1109/FUTURETECH.2010.5482652. info
  • SEDMIDUBSKÝ, Jan, Vlastislav DOHNAL a Pavel ZEZULA. Feedback-based Performance Tuning for Self-organizing Multimedia Retrieval Systems. In International Conference on Advances in Multimedia (MMEDIA 2010). Los Alamitos, CA 90720-1314: IEEE Computer Society, 2010, s. 102-108. ISBN 978-0-7695-4068-9. info
  • HOMOLA, Tomáš, Vlastislav DOHNAL a Pavel ZEZULA. Sub-image Searching Through Intersection of Local Descriptors. In 3rd International Conference on Similarity Search and Applications (SISAP 2010). New York: ACM Press, 2010, s. 127-128. ISBN 978-1-4503-0420-7. info
  • DOHNAL, Vlastislav a Pavel ZEZULA. Real-life performance of metric searching. SIGSPATIAL Special. New York, USA: ACM, 2010, roč. 2, č. 2, s. 28-31. ISSN 1946-7729. URL info
  • ZEZULA, Pavel, Vlastislav DOHNAL a Michal BATKO. File Organizations. In Encyclopedia of Computer Science and Engineering. Hoboken, NJ, USA: Wiley-Interscience, 2009, s. 1219-1227. Information Science and Computing, Vol. 2. ISBN 978-0-471-38393-2. URL info
  • ZEZULA, Pavel, Michal BATKO a Vlastislav DOHNAL. Indexing Metric Spaces. In Encyclopedia of Database Systems. New York: Springer-Verlag, 2009, s. 1-4. Database Management and Information Retrieval. ISBN 978-0-387-49616-0. URL info
  • DOHNAL, Vlastislav a Jan SEDMIDUBSKÝ. Query Routing Mechanisms in Self-organizing Search Systems. In 2nd International Workshop on Similarity Search and Applications. Los Alamitos, CA 90720-1314: IEEE Computer Society, 2009, s. 132-139. ISBN 978-0-7695-3765-8. info
  • BATKO, Michal, Vlastislav DOHNAL, David NOVÁK a Jan SEDMIDUBSKÝ. MUFIN: A Multi-Feature Indexing Network. In 2nd International Workshop on Similarity Search and Applications. Los Alamitos, CA 90720-1314: IEEE Computer Society, 2009, s. 158-159. ISBN 978-0-7695-3765-8. info
  • ZEZULA, Pavel, Michal BATKO, Vlastislav DOHNAL, David NOVÁK a 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, 2009, s. 1-13. ISBN 978-92-837-0100-2. URL URL info
  • DOHNAL, Vlastislav a Pavel ZEZULA. Similarity Searching in Structured and Unstructured P2P Networks. In Social-Informatics and Telecommunications Engineering. Berlin Heidelberg: Springer, 2009, s. 400-416. ISBN 978-3-642-10624-8. Dostupné z: https://dx.doi.org/10.1007/978-3-642-10625-5_25. URL info
  • SKOPAL, Tomáš, Vlastislav DOHNAL, Michal BATKO a Pavel ZEZULA. Distinct nearest neighbors queries for similarity search in very large multimedia databases. In 11th ACM International Workshop on Web Information and Data Management (WIDM 2009). New York, USA: ACM, 2009, s. 11-14. ISBN 978-1-60558-808-7. URL info
  • SEDMIDUBSKÝ, Jan, Stanislav BARTOŇ, Vlastislav DOHNAL a Pavel ZEZULA. Adaptive Approximate Similarity Searching through Metric Social Networks. In 24th International Conference on Data Engineering (ICDE 2008). Los Alamitos CA: IEEE Computer Society, 2008, s. 1424-1426. ISBN 978-1-4244-1836-7. URL info
  • DOHNAL, Vlastislav, Jan SEDMIDUBSKÝ, Pavel ZEZULA a David NOVÁK. Similarity Searching: Towards Bulk-loading Peer-to-Peer Networks. In 1st International Workshop on Similarity Search and Applications (SISAP 2008). Los Alamitos CA, Washington, Tokyo: IEEE Computer Society, 2008, s. 87-94. ISBN 978-0-7695-3101-4. URL info
  • DOHNAL, Vlastislav, Claudio GENNARO a Pavel ZEZULA. Efficiency and Scalability Issues in Metric Access Methods. In Computational Intelligence in Medical Informatics. 1. vyd. Berlin, Germany: Springer-Verlag Berlin Heidelberg, 2008, s. 235-264. Studies in Computational Intelligence, vol. 85. ISBN 978-3-540-75766-5. info
  • SEDMIDUBSKÝ, Jan, Vlastislav DOHNAL, Stanislav BARTOŇ a Pavel ZEZULA. A Self-organized System for Content-based Search in Multimedia. In IEEE International Symposium on Multimedia (ISM 2008). Los Alamitos, California 90720-1314: IEEE Computer Society, 2008, s. 322-327. ISBN 978-1-4244-4089-4. info
  • BARTOŇ, Stanislav, Vlastislav DOHNAL, Jan SEDMIDUBSKÝ a Pavel ZEZULA. Building Self-Organized Image Retrieval Network. In Proceeding of the 2008 ACM workshop on Large-Scale distributed systems for information retrieval (LSDS-IR'08). USA: ACM New York, 2008, s. 51-58. ISBN 978-1-60558-254-2. info
  • DOHNAL, Vlastislav a Pavel ZEZULA. D-index: Distance Index. 2008. URL info
  • ZEZULA, Pavel, Giuseppe AMATO a Vlastislav DOHNAL. Similarity Search: The Metric Space Approach. 2007. vyd. Seoul, Korea: ACM, 2007. ACM SAC 2007 Conference. ISBN 1-59593-480-4. ACM SAC 2007 - Home Page info
  • SEDMIDUBSKÝ, Jan, Stanislav BARTOŇ, Vlastislav DOHNAL a Pavel ZEZULA. Querying Similarity in Metric Social Networks. In Network-Based Information Systems, First International Conference, NBiS 2007. Berlin: Springer, 2007, s. 278-287. ISBN 3-540-74572-6. info
  • BARTOŇ, Stanislav, Vlastislav DOHNAL, Jan SEDMIDUBSKÝ a Pavel ZEZULA. Gauging the Evolution of Metric Social Network. 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, 2007, s. 1-12. ISBN 978-3-540-71660-0. URL info
  • SEDMIDUBSKÝ, Jan, Stanislav BARTOŇ, Vlastislav DOHNAL a Pavel ZEZULA. Adaptive Approximate Similarity Searching through Metric Social Networks. Brno: Faculty of Informatics, Masaryk University, 2007. Technical report FIMU-RS-2007-06. PDF file info
  • NOVÁK, David, Michal BATKO, Vlastislav DOHNAL a Pavel ZEZULA. Scaling up the Image Content-based Retrieval. In Second DELOS Conference - Working Notes. Pisa, Italy: DELOS Network of Excellence, 2007, s. 1-10. ISBN 2-912335-36-1. DELOS Network of Excellence info
  • ZEZULA, Pavel, Vlastislav DOHNAL a David NOVÁK. Towards Scalability of Similarity Searching. Edited by Roberto Baldoni, Giovanni Cortese, Fabrizio Davide, Angelo Melpignano. In Global Data Management. Amsterdam, The Netherlands: IOS Press, 2006, s. 277-300. Volume 8 of Emerging Communication: Studies on... ISBN 1-58603-629-7. URL info
  • BATKO, Michal, Vlastislav DOHNAL a Pavel ZEZULA. M-Grid: Similarity Searching in Grids. In Proceedings of International Workshop on Information Retrieval in Peer-to-Peer Networks, ACM CIKM 2006. 1. vyd. Arlington: ACM Press, 2006, s. 17-24. ISBN 1-59593-531-2. info
  • ZEZULA, Pavel, Giuseppe AMATO, Vlastislav DOHNAL a Michal BATKO. Similarity Search: The Metric Space Approach. 2005. vyd. New York, NY 10013, USA: Springer, 2005, 220 s. Advances in Database Systems, Vol. 32. ISBN 0-387-29146-6. Publisher's page Home page info
  • DOHNAL, Vlastislav. An Access Structure for Similarity Search in Metric Spaces. 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, 2004, s. 149-158. ISBN 960-524-177-3. info
  • DOHNAL, Vlastislav. An Access Structure for Similarity Search in Metric Spaces. In Current Trends in Database Technology - EDBT 2004. LNCS 3268. Berlin, Germany: Springer-Verlag Heidelberg, 2004, s. 133-143. ISBN 3-540-23305-9. info
  • DOHNAL, Vlastislav, Claudio GENNARO, Pasquale SAVINO a Pavel ZEZULA. Similarity Join in Metric Spaces. In Proceedings of the European Conference on Information Retrieval Research. LNCS 2633. Berlin: Springer-Verlag, 2003, s. 452-467. ISBN 3-540-01274-5. info
  • DOHNAL, Vlastislav, Claudio GENNARO, Pasquale SAVINO a Pavel ZEZULA. Access Structures for Advanced Similarity Search in Metric Spaces. In Proceedings of the Eleventh Italian Symposium on Advanced Database Systems. Itálie: Rubbettino Editore, 2003, s. 483-494. ISBN 88-498-0629-9. info
  • DOHNAL, Vlastislav, Claudio GENNARO, Pasquale SAVINO a Pavel ZEZULA. D-Index: Distance Searching Index for Metric Data Sets. Multimedia Tools and Applications. Kluwer Academic Publishers, 2003, roč. 21, č. 1, s. 9-33, 24 s. ISSN 1380-7501. URL info
  • DOHNAL, Vlastislav, Claudio GENNARO a Pavel ZEZULA. Similarity Join in Metric Spaces Using eD-Index. In Database and Expert Systems Applications, DEXA 2003. LNCS 2736. Berlin: Springer, 2003, s. 484-493. ISSN 0302-9743. info
  • DOHNAL, Vlastislav, Claudio GENNARO a Pavel ZEZULA. A Metric Index for Approximate Text Management. In Information Systems and Databases. Anaheim - Calgary - Zurich: ACTA Press, 2002, s. 37-42. ISBN 0-88986-362-8. info
  • DOHNAL, Vlastislav, Claudio GENNARO, Pasquale SAVINO a Pavel ZEZULA. Separable Splits of Metric Data Sets. In SEBD01 - Italian Symposium on Database Systems. Milano: University Press, 2001, s. 45-62. ISBN 0-88986-362-8. info

2024/09/13

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