Vlastislav Dohnal

1.7k total citations · 1 hit paper
29 papers, 801 citations indexed

About

Vlastislav Dohnal is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Computer Networks and Communications. According to data from OpenAlex, Vlastislav Dohnal has authored 29 papers receiving a total of 801 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Computer Vision and Pattern Recognition, 15 papers in Signal Processing and 11 papers in Computer Networks and Communications. Recurrent topics in Vlastislav Dohnal's work include Data Management and Algorithms (14 papers), Advanced Image and Video Retrieval Techniques (11 papers) and Image Retrieval and Classification Techniques (8 papers). Vlastislav Dohnal is often cited by papers focused on Data Management and Algorithms (14 papers), Advanced Image and Video Retrieval Techniques (11 papers) and Image Retrieval and Classification Techniques (8 papers). Vlastislav Dohnal collaborates with scholars based in Czechia, Germany and Italy. Vlastislav Dohnal's co-authors include Pavel Zezula, Michal Batko, Giuseppe Amato, Pasquale Savino, Claudio Gennaro, Jan Sedmidubský, Mouzhi Ge, David Novák, Adolf Štafl and Tomáš Skopal and has published in prestigious journals such as Nucleic Acids Research, Pattern Recognition Letters and Multimedia Tools and Applications.

In The Last Decade

Vlastislav Dohnal

27 papers receiving 753 citations

Hit Papers

Similarity Search The Metric Space Approach 2006 2026 2012 2019 2006 100 200 300 400
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Similarity Search The Metric Space Approach
    2006 419 citations Pavel Zezula, Giuseppe Amato et al. Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Vlastislav Dohnal Czechia 8 481 466 276 181 126 29 801
Michal Batko Czechia 10 586 1.2× 643 1.4× 302 1.1× 212 1.2× 147 1.2× 38 990
Yuan‐Chi Chang United States 11 407 0.8× 187 0.4× 159 0.6× 397 2.2× 143 1.1× 48 644
Ilaria Bartolini Italy 14 405 0.8× 395 0.8× 134 0.5× 253 1.4× 143 1.1× 53 821
Makoto Onizuka Japan 14 225 0.5× 281 0.6× 505 1.8× 335 1.9× 162 1.3× 65 838
Rahul Shah United States 13 380 0.8× 114 0.2× 428 1.6× 316 1.7× 124 1.0× 53 692
Jeffrey Jestes United States 9 238 0.5× 136 0.3× 138 0.5× 337 1.9× 142 1.1× 11 576
Haichuan Shang Japan 9 315 0.7× 327 0.7× 321 1.2× 131 0.7× 163 1.3× 14 556
Ronald Barber United States 9 365 0.8× 791 1.7× 200 0.7× 363 2.0× 169 1.3× 16 1.2k
Yansheng Lu China 16 276 0.6× 235 0.5× 267 1.0× 241 1.3× 360 2.9× 121 956
Alexey Pryakhin Germany 10 225 0.5× 102 0.2× 137 0.5× 97 0.5× 82 0.7× 23 385

Countries citing papers authored by Vlastislav Dohnal

Since Specialization
Citations

This map shows the geographic impact of Vlastislav Dohnal's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Vlastislav Dohnal with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Vlastislav Dohnal more than expected).

Fields of papers citing papers by Vlastislav Dohnal

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Vlastislav Dohnal. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Vlastislav Dohnal. The network helps show where Vlastislav Dohnal may publish in the future.

Co-authorship network of co-authors of Vlastislav Dohnal

This figure shows the co-authorship network connecting the top 25 collaborators of Vlastislav Dohnal. A scholar is included among the top collaborators of Vlastislav Dohnal based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Vlastislav Dohnal. Vlastislav Dohnal is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Schubert, Erich, et al.. (2025). On the evaluation and optimization of LabeledPAM. Information Systems. 135. 102580–102580.
2.
Vařeková, Radka Svobodová, et al.. (2024). AlphaFind: discover structure similarity across the proteome in AlphaFold DB. Nucleic Acids Research. 52(W1). W182–W186. 4 indexed citations
3.
Dohnal, Vlastislav, et al.. (2023). Reproducible experiments with Learned Metric Index Framework. Information Systems. 118. 102255–102255. 1 indexed citations
4.
Dohnal, Vlastislav, et al.. (2021). Learned Metric Index — Proposition of learned indexing for unstructured data. Information Systems. 100. 101774–101774. 10 indexed citations
5.
Dohnal, Vlastislav, et al.. (2021). Metric hull as similarity-aware operator for representing unstructured data. Pattern Recognition Letters. 149. 91–98. 1 indexed citations
6.
Ge, Mouzhi & Vlastislav Dohnal. (2018). Quality Management in Big Data. Informatics. 5(2). 19–19. 9 indexed citations
7.
Dohnal, Vlastislav, Tomáš Homola, & Pavel Zezula. (2014). MDPV: metric distance permutation vocabulary. Information Retrieval. 18(1). 51–72. 1 indexed citations
8.
Homola, Tomáš, Vlastislav Dohnal, & Pavel Zezula. (2011). Searching for Sub-images Using Sequence Alignment. 61–68. 2 indexed citations
9.
Sedmidubský, Jan, Vlastislav Dohnal, & Pavel Zezula. (2010). Feedback-Based Performance Tuning for Self-Organizing Multimedia Retrieval Systems. 32. 102–108. 1 indexed citations
10.
Dohnal, Vlastislav & Jan Sedmidubský. (2009). Query Routing Mechanisms in Self-Organizing Search Systems. 3601. 132–139. 4 indexed citations
11.
Skopal, Tomáš, Vlastislav Dohnal, Michal Batko, & Pavel Zezula. (2009). Distinct nearest neighbors queries for similarity search in very large multimedia databases. 11–14. 7 indexed citations
12.
Dohnal, Vlastislav, et al.. (2008). Building self-organized image retrieval network. 30. 51–58. 2 indexed citations
13.
Sedmidubský, Jan, et al.. (2008). A Self-Organized System for Content-Based Search in Multimedia. 3601. 322–327. 7 indexed citations
14.
Sedmidubský, Jan, et al.. (2008). Adaptive Approximate Similarity Searching through Metric Social Networks. 3298. 1424–1426. 7 indexed citations
15.
Zezula, Pavel, Giuseppe Amato, Vlastislav Dohnal, & Michal Batko. (2006). Similarity Search The Metric Space Approach. Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)). 419 indexed citations breakdown →
16.
Zezula, Pavel, Giuseppe Amato, Vlastislav Dohnal, & Michal Batko. (2005). Similarity Search: The Metric Space Approach (Advances in Database Systems). Springer eBooks. 227 indexed citations
17.
Dohnal, Vlastislav, Claudio Gennaro, & Pavel Zezula. (2002). A Metric Index for Approximate Text Management. 37–42. 1 indexed citations
18.
Dohnal, Vlastislav, Claudio Gennaro, Pasquale Savino, & Pavel Zezula. (2001). Separable Splits of Metric Data Sets. SEBD. 45–62. 1 indexed citations
19.
Štafl, Adolf, et al.. (1967). Das kolposkopische Bild des Grundes, des papillären Grundes, der atypischen Umwandlungszone und deren Pathogenese. Archives of Gynecology and Obstetrics. 204(4). 212–227. 2 indexed citations
20.
Štafl, Adolf, et al.. (1963). Das kolposkopische Bild der Felderung und seine Pathogenese. Archives of Gynecology and Obstetrics. 199(3). 223–242. 7 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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