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Matej Antol
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Learned metric index—proposition of learned indexing for unstructured data
M Antol, J Ol’ha, T Slanináková, V Dohnal
Information Systems 100, 101774, 2021
242021
Data-Driven Learned Metric Index: An Unsupervised Approach
T Slanináková, M Antol, J OǏha, V Kaňa, V Dohnal
International Conference on Similarity Search and Applications, 81-94, 2021
142021
Optimizing query performance with inverted cache in metric spaces
M Antol, V Dohnal
Advances in Databases and Information Systems: 20th East European Conference …, 2016
102016
Metric hull as similarity-aware operator for representing unstructured data
M Antol, M Jánošová, V Dohnal
Pattern Recognition Letters 149, 91-98, 2021
62021
Learned Indexing in Proteins: Substituting Complex Distance Calculations with Embedding and Clustering Techniques
J Olha, T Slanináková, M Gendiar, M Antol, V Dohnal
International Conference on Similarity Search and Applications, 274-282, 2022
42022
BM-index: balanced metric space index based on weighted Voronoi partitioning
M Antol, V Dohnal
Advances in Databases and Information Systems: 23rd European Conference …, 2019
42019
Popularity-based ranking for fast approximate knn search
M Antol, V Dohnal
Informatica 28 (1), 1-21, 2017
32017
Reproducible experiments with learned metric index framework
T Slanináková, M Antol, J Ol’ha, V Dohnal, S Ladra, MA Martínez-Prieto
Information Systems 118, 102255, 2023
22023
A Case Study on the Impact of Forensic-Ready Information Systems on the Security Posture
L Daubner, R Matulevičius, B Buhnova, M Antol, M Růžička, T Pitner
International Conference on Advanced Information Systems Engineering, 522-538, 2023
12023
Towards Artificial Priority Queues for Similarity Query Execution
M Antol, V Dohnal
2018 IEEE 34th International Conference on Data Engineering Workshops (ICDEW …, 2018
12018
EOSC CZ: Towards the development of Czech national ecosystem for FAIR research data
M Antol, J Marek, M Capandová, J Juracek, L Matyska
arXiv preprint arXiv:2402.13343, 2024
2024
AlphaFind: Discover structure similarity across the entire known proteome
D Prochazka, T Slaninakova, J Olha, A Rosinec, K Gresova, M Janosova, ...
bioRxiv, 2024.02. 15.580465, 2024
2024
Check for updates SISAP 2023 Indexing Challenge-Learned Metric Index
T Slanináková, D Procházka, M Antol, J Olha, V DohnaliD
Similarity Search and Applications: 16th International Conference, SISAP …, 2023
2023
SISAP 2023 Indexing Challenge–Learned Metric Index
T Slanináková, D Procházka, M Antol, J Olha, V Dohnal
International Conference on Similarity Search and Applications, 282-290, 2023
2023
An evaluation of EDAM coverage in the Tools Ecosystem and prototype integration of Galaxy and WorkflowHub systems
L Lamothe, JRB Jensen, H Ienasescu, OJR Gustafsson, A Gaignard, ...
ELIXIR, 2023
2023
Learned Indexing in Proteins: Extended Work on Substituting Complex Distance Calculations with Embedding and Clustering Techniques
J Oľha, T Slanináková, M Gendiar, M Antol, V Dohnal
arXiv preprint arXiv:2208.08910, 2022
2022
Managed Kubernetes—Next Gen Academic Infrastructure?
V Spišaková, A Rošinec, L Hejtmánek, M Antol
2022
Advancing Management of Complex Data in Metric Spaces
M Antol
Masaryk University, Faculty of Informatics, 2021
2021
Data-driven Learned Metric Index: an Unsupervised Approach; Poster
VD T Slanináková, M Antol, J Ol’ha, V Kaňa
Similarity Searching and Applications (SISAP), 2021
2021
Optimizing Query Performance in Metric Spaces
M Antol
2016
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