Matej Antol

According to our database, Matej Antol authored at least 16 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

On the Costs and Benefits of Learned Indexing for Dynamic High-Dimensional Data: Extended Version.

Terézia Slanináková, Jaroslav Olha, David Procházka, Matej Antol, Vlastislav Dohnal

CoRR, July, 2025

Estimating resource budgets to ensure autotuning efficiency.

Jaroslav Olha, Jana Hozzová, Matej Antol, Jiri Filipovic

Parallel Comput., 2025

On the Costs and Benefits of Learned Indexing for Dynamic High-Dimensional Data.

Terézia Slanináková, Jaroslav Olha, David Procházka, Matej Antol, Vlastislav Dohnal

Proceedings of the Big Data Analytics and Knowledge Discovery, 2025

2024

EOSC CZ: Towards the development of Czech national ecosystem for FAIR research data.

Matej Antol, Jiri Marek, Michaela Capandova, Jaroslav Juracek, Ludek Matyska

CoRR, 2024

Scaling Learned Metric Index to 100M Datasets.

David Procházka, Terézia Slanináková, Jozef Cernanský, Jaroslav Olha, Matej Antol, Vlastislav Dohnal

Proceedings of the Similarity Search and Applications - 17th International Conference, 2024

2023

Reproducible experiments with Learned Metric Index Framework.

Terézia Slanináková, Matej Antol, Jaroslav Olha, Vlastislav Dohnal, Susana Ladra, Miguel A. Martínez-Prieto

Inf. Syst., September, 2023

SISAP 2023 Indexing Challenge - Learned Metric Index.

Terézia Slanináková, David Procházka, Matej Antol, Jaroslav Olha, Vlastislav Dohnal

Proceedings of the Similarity Search and Applications - 16th International Conference, 2023

A Case Study on the Impact of Forensic-Ready Information Systems on the Security Posture.

Lukas Daubner, Raimundas Matulevicius, Barbora Buhnova, Matej Antol, Michal Ruzicka, Tomás Pitner

Proceedings of the Advanced Information Systems Engineering, 2023

2022

Learned Indexing in Proteins: Substituting Complex Distance Calculations with Embedding and Clustering Techniques.

Jaroslav Olha, Terézia Slanináková, Martin Gendiar, Matej Antol, Vlastislav Dohnal

Proceedings of the Similarity Search and Applications - 15th International Conference, 2022

2021

Metric hull as similarity-aware operator for representing unstructured data.

Matej Antol, Miriama Jánosová, Vlastislav Dohnal

Pattern Recognit. Lett., 2021

Learned Metric Index - Proposition of learned indexing for unstructured data.

Matej Antol, Jaroslav Olha, Terézia Slanináková, Vlastislav Dohnal

Inf. Syst., 2021

Data-Driven Learned Metric Index: An Unsupervised Approach.

Terézia Slanináková, Matej Antol, Jaroslav Olha, Vojtech Kana, Vlastislav Dohnal

Proceedings of the Similarity Search and Applications - 14th International Conference, 2021

2019

BM-index: Balanced Metric Space Index Based on Weighted Voronoi Partitioning.

Matej Antol, Vlastislav Dohnal

Proceedings of the Advances in Databases and Information Systems, 2019

2018

Towards Artificial Priority Queues for Similarity Query Execution.

Matej Antol, Vlastislav Dohnal

Proceedings of the 34th IEEE International Conference on Data Engineering Workshops, 2018

2017

Popularity-Based Ranking for Fast Approximate kNN Search.

Matej Antol, Vlastislav Dohnal

Informatica, 2017

2016

Optimizing Query Performance with Inverted Cache in Metric Spaces.

Matej Antol, Vlastislav Dohnal

Proceedings of the Advances in Databases and Information Systems, 2016