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Matej Antol
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Journal Articles
- 2023
- [j4]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) - 2021
- [j3]Matej Antol, Jaroslav Olha, Terézia Slanináková, Vlastislav Dohnal:
Learned Metric Index - Proposition of learned indexing for unstructured data. Inf. Syst. 100: 101774 (2021) - [j2]Matej Antol, Miriama Jánosová, Vlastislav Dohnal:
Metric hull as similarity-aware operator for representing unstructured data. Pattern Recognit. Lett. 149: 91-98 (2021) - 2017
- [j1]Matej Antol, Vlastislav Dohnal:
Popularity-Based Ranking for Fast Approximate kNN Search. Informatica 28(1): 1-21 (2017)
Conference and Workshop Papers
- 2024
- [c8]David Procházka, Terézia Slanináková, Jozef Cernanský, Jaroslav Olha, Matej Antol, Vlastislav Dohnal:
Scaling Learned Metric Index to 100M Datasets. SISAP 2024: 266-273 - 2023
- [c7]Lukas Daubner, Raimundas Matulevicius, Barbora Buhnova, Matej Antol, Michal Ruzicka, Tomás Pitner:
A Case Study on the Impact of Forensic-Ready Information Systems on the Security Posture. CAiSE 2023: 522-538 - [c6]Terézia Slanináková, David Procházka, Matej Antol, Jaroslav Olha, Vlastislav Dohnal:
SISAP 2023 Indexing Challenge - Learned Metric Index. SISAP 2023: 282-290 - 2022
- [c5]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 - 2021
- [c4]Terézia Slanináková, Matej Antol, Jaroslav Olha, Vojtech Kana, Vlastislav Dohnal:
Data-Driven Learned Metric Index: An Unsupervised Approach. SISAP 2021: 81-94 - 2019
- [c3]Matej Antol, Vlastislav Dohnal:
BM-index: Balanced Metric Space Index Based on Weighted Voronoi Partitioning. ADBIS 2019: 337-353 - 2018
- [c2]Matej Antol, Vlastislav Dohnal:
Towards Artificial Priority Queues for Similarity Query Execution. ICDE Workshops 2018: 78-83 - 2016
- [c1]Matej Antol, Vlastislav Dohnal:
Optimizing Query Performance with Inverted Cache in Metric Spaces. ADBIS 2016: 60-73
Informal and Other Publications
- 2024
- [i2]Matej Antol, Jiri Marek, Michaela Capandova, Jaroslav Juracek, Ludek Matyska:
EOSC CZ: Towards the development of Czech national ecosystem for FAIR research data. CoRR abs/2402.13343 (2024) - 2022
- [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)
Coauthor Index
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