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ORCIDVlastislav Dohnal
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2020 – today
- 2024
[c30]Miriama Jánosová, Andreas Lang
, Petra Budíková, Erich Schubert, Vlastislav Dohnal:
Advancing the PAM Algorithm to Semi-supervised k-Medoids Clustering. SISAP 2024: 223-237- [c29]David Procházka, Terézia Slanináková, Jozef Cernanský, Jaroslav Olha, Matej Antol, Vlastislav Dohnal:
Scaling Learned Metric Index to 100M Datasets. SISAP 2024: 266-273 - 2023
- [j10]Terézia Slanináková, Matej Antol, Jaroslav Olha, Vlastislav Dohnal, Susana Ladra, Miguel A. Martínez-Prieto:
Reproducible experiments with Learned Metric Index Framework. Inf. Syst. 118: 102255 (2023) - [c28]Terézia Slanináková, David Procházka, Matej Antol, Jaroslav Olha, Vlastislav Dohnal:
SISAP 2023 Indexing Challenge - Learned Metric Index. SISAP 2023: 282-290 - 2022
- [c27]Jaroslav Olha, Terézia Slanináková, Martin Gendiar, Matej Antol, Vlastislav Dohnal:
Learned Indexing in Proteins: Substituting Complex Distance Calculations with Embedding and Clustering Techniques. SISAP 2022: 274-282 - [i1]Jaroslav Olha, Terézia Slanináková, Martin Gendiar, Matej Antol, Vlastislav Dohnal:
Learned Indexing in Proteins: Substituting Complex Distance Calculations with Embedding and Clustering Techniques. CoRR abs/2208.08910 (2022) - 2021
- [j9]Matej Antol, Jaroslav Olha, Terézia Slanináková, Vlastislav Dohnal:
Learned Metric Index - Proposition of learned indexing for unstructured data. Inf. Syst. 100: 101774 (2021) - [j8]Matej Antol, Miriama Jánosová, Vlastislav Dohnal:
Metric hull as similarity-aware operator for representing unstructured data. Pattern Recognit. Lett. 149: 91-98 (2021) - [c26]Miriama Jánosová, David Procházka, Vlastislav Dohnal:
Organizing Similarity Spaces Using Metric Hulls. SISAP 2021: 3-16 - [c25]Terézia Slanináková, Matej Antol, Jaroslav Olha, Vojtech Kana, Vlastislav Dohnal:
Data-Driven Learned Metric Index: An Unsupervised Approach. SISAP 2021: 81-94 - 2020
- [c24]Jan Sedmidubský, Petra Budíková, Vlastislav Dohnal, Pavel Zezula:
Motion Words: A Text-Like Representation of 3D Skeleton Sequences. ECIR (1) 2020: 527-541
2010 – 2019
- 2019
- [c23]Matej Antol, Vlastislav Dohnal:
BM-index: Balanced Metric Space Index Based on Weighted Voronoi Partitioning. ADBIS 2019: 337-353 - 2018
- [j7]Mouzhi Ge, Vlastislav Dohnal:
Quality Management in Big Data. Informatics 5(2): 19 (2018) - [c22]Matej Antol, Vlastislav Dohnal:
Towards Artificial Priority Queues for Similarity Query Execution. ICDE Workshops 2018: 78-83 - [r4]Pavel Zezula, Michal Batko, Vlastislav Dohnal:
Indexing Metric Spaces. Encyclopedia of Database Systems (2nd ed.) 2018 - [r3]Pavel Zezula, Michal Batko, Vlastislav Dohnal:
Metric Space. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j6]Matej Antol, Vlastislav Dohnal:
Popularity-Based Ranking for Fast Approximate kNN Search. Informatica 28(1): 1-21 (2017) - 2016
- [c21]Matej Antol, Vlastislav Dohnal:
Optimizing Query Performance with Inverted Cache in Metric Spaces. ADBIS 2016: 60-73 - 2015
- [j5]Vlastislav Dohnal, Tomas Homola, Pavel Zezula:
MDPV: metric distance permutation vocabulary. Inf. Retr. J. 18(1): 51-72 (2015) - 2012
- [j4]Tomas Homola, Vlastislav Dohnal, Pavel Zezula:
On Combining Sequence Alignment and Feature-Quantization for Sub-Image Searching. Int. J. Multim. Data Eng. Manag. 3(3): 20-44 (2012) - 2011
- [j3]Vlastislav Dohnal, Tomás Skopal:
Preface. Inf. Syst. 36(4): 707 (2011) - [c20]Tomas Homola, Vlastislav Dohnal, Pavel Zezula:
Searching for Sub-images Using Sequence Alignment. ISM 2011: 61-68 - 2010
- [j2]Vlastislav Dohnal, Pavel Zezula:
Real-life performance of metric searching. ACM SIGSPATIAL Special 2(2): 28-31 (2010) - [c19]Tomas Homola, Vlastislav Dohnal, Pavel Zezula:
Proximity-Based Order-Respecting Intersection for Searching in Image Databases. Adaptive Multimedia Retrieval 2010: 174-188 - [c18]Tomas Homola, Vlastislav Dohnal, Pavel Zezula:
Sub-image searching through intersection of local descriptors. SISAP 2010: 127-128 - [p3]Stanislav Barton, Vlastislav Dohnal, Jan Sedmidubský, Pavel Zezula:
Toward Self-Organizing Search Systems. Computational Social Network Analysis 2010: 49-80
2000 – 2009
- 2009
- [c17]Vlastislav Dohnal, Pavel Zezula:
Similarity Searching in Structured and Unstructured P2P Networks. QSHINE 2009: 400-416 - [c16]Vlastislav Dohnal, Jan Sedmidubský:
Query Routing Mechanisms in Self-Organizing Search Systems. SISAP 2009: 132-139 - [c15]Michal Batko, Vlastislav Dohnal, David Novak, Jan Sedmidubský:
MUFIN: A Multi-feature Indexing Network. SISAP 2009: 158-159 - [c14]Tomás Skopal, Vlastislav Dohnal, Michal Batko, Pavel Zezula:
Distinct nearest neighbors queries for similarity search in very large multimedia databases. WIDM 2009: 11-14 - [r2]Pavel Zezula, Michal Batko, Vlastislav Dohnal:
Indexing Metric Spaces. Encyclopedia of Database Systems 2009: 1451-1454 - [r1]Pavel Zezula, Michal Batko, Vlastislav Dohnal:
Metric Space. Encyclopedia of Database Systems 2009: 1734-1735 - 2008
- [c13]Stanislav Barton, Vlastislav Dohnal, Jan Sedmidubský, Pavel Zezula:
Building self-organized image retrieval network. LSDS-IR 2008: 51-58 - [c12]Vlastislav Dohnal, Jan Sedmidubský, Pavel Zezula, David Novak:
Similarity searching: Towards bulk-loading peer-to-peer networks. ICDE Workshops 2008: 378-385 - [c11]Jan Sedmidubský, Stanislav Barton, Vlastislav Dohnal, Pavel Zezula:
Adaptive Approximate Similarity Searching through Metric Social Networks. ICDE 2008: 1424-1426 - [c10]Jan Sedmidubský, Vlastislav Dohnal, Stanislav Barton, Pavel Zezula:
A Self-Organized System for Content-Based Search in Multimedia. ISM 2008: 322-327 - [c9]Vlastislav Dohnal, Jan Sedmidubský, Pavel Zezula, David Novak:
Similarity Searching: Towards Bulk-Loading Peer-to-Peer Networks. SISAP 2008: 87-94 - [p2]Pavel Zezula, Vlastislav Dohnal, Michal Batko:
File Organizations. Wiley Encyclopedia of Computer Science and Engineering 2008 - [p1]Vlastislav Dohnal, Claudio Gennaro, Pavel Zezula:
Efficiency and Scalability Issues in Metric Access Methods. Computational Intelligence in Medical Informatics 2008: 235-263 - 2007
- [c8]Jan Sedmidubský, Stanislav Barton, Vlastislav Dohnal, Pavel Zezula:
Querying Similarity in Metric Social Networks. NBiS 2007: 278-287 - 2006
- [b1]Pavel Zezula, Giuseppe Amato, Vlastislav Dohnal, Michal Batko:
Similarity Search - The Metric Space Approach. Advances in Database Systems 32, Kluwer 2006, ISBN 978-0-387-29146-8, pp. 1-191 - [c7]Michal Batko, Vlastislav Dohnal, Pavel Zezula:
M-Grid: similarity searching in grid. P2PIR@CIKM 2006: 17-24 - 2004
- [c6]Vlastislav Dohnal:
An Access Structure for Similarity Search in Metric Spaces. EDBT Workshops 2004: 133-143 - 2003
- [j1]Vlastislav Dohnal, Claudio Gennaro, Pasquale Savino, Pavel Zezula:
D-Index: Distance Searching Index for Metric Data Sets. Multim. Tools Appl. 21(1): 9-33 (2003) - [c5]Vlastislav Dohnal, Claudio Gennaro, Pavel Zezula:
Similarity Join in Metric Spaces Using eD-Index. DEXA 2003: 484-493 - [c4]Vlastislav Dohnal, Claudio Gennaro, Pasquale Savino, Pavel Zezula:
Similarity Join in Metric Spaces. ECIR 2003: 452-467 - [c3]Vlastislav Dohnal, Claudio Gennaro, Pasquale Savino, Pavel Zezula:
Access Structures for Advanced Similarity Search in Metric Spaces. SEBD 2003: 483-494 - 2002
- [c2]Vlastislav Dohnal, Claudio Gennaro, Pavel Zezula:
A Metric Index for Approximate Text Management. ISDB 2002: 37-42 - 2001
- [c1]Vlastislav Dohnal, Claudio Gennaro, Pasquale Savino, Pavel Zezula:
Separable Splits of Metric Data Sets. SEBD 2001: 45-62
Coauthor Index
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