RNDr. Matej Antol, Ph.D.

2023

• Reproducible experiments with Learned Metric Index Framework

  SLANINÁKOVÁ Terézia ANTOL Matej OĽHA Jaroslav DOHNAL Vlastislav LADRA Susana MARTÍNEZ-PRIETO Miguel A.

  Article in Periodical

  Information systems, year: 2023, volume: 118, edition: 1, DOI

• SISAP 2023 Indexing Challenge – Learned Metric Index

  SLANINÁKOVÁ Terézia PROCHÁZKA David ANTOL Matej OĽHA Jaroslav DOHNAL Vlastislav

  Article in Proceedings

  Similarity Search and Applications. SISAP 2023. Lecture Notes in Computer Science, vol 14289, year: 2023

2022

• Learned Indexing in Proteins: Extended Work on Substituting Complex Distance Calculations with Embedding and Clustering Techniques

  OĽHA Jaroslav SLANINÁKOVÁ Terézia GENDIAR Martin ANTOL Matej DOHNAL Vlastislav

  Year: 2022

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

  OĽHA Jaroslav SLANINÁKOVÁ Terézia GENDIAR Martin ANTOL Matej DOHNAL Vlastislav

  Article in Proceedings

  Similarity Search and Applications, 15th International Conference, SISAP 2022, Bologna, Italy, October 5–7, 2022, Proceedings, year: 2022

• Managed Kubernetes — Next Gen Academic Infrastructure?

  SPIŠAKOVÁ Viktória ROŠINEC Adrián HEJTMÁNEK Lukáš ANTOL Matej

  Conference abstract

  Year: 2022, type: Conference abstract

2021

• Data-driven Learned Metric Index: an Unsupervised Approach

  SLANINÁKOVÁ Terézia ANTOL Matej OĽHA Jaroslav DOHNAL Vlastislav

  Article in Proceedings

  14th International Conference on Similarity Search and Applications (SISAP 2021), year: 2021

• Learned metric index - proposition of learned indexing for unstructured data

  ANTOL Matej OĽHA Jaroslav SLANINÁKOVÁ Terézia DOHNAL Vlastislav

  Article in Periodical

  Information Systems, year: 2021, volume: 100, edition: 101774, DOI

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

  ANTOL Matej JÁNOŠOVÁ Miriama DOHNAL Vlastislav

  Article in Periodical

  Pattern Recognition Letters, year: 2021, volume: 149, edition: September 2021, DOI

2019

• BM-index: Balanced Metric Space Index based on Weighted Voronoi Partitioning

  ANTOL Matej DOHNAL Vlastislav

  Article in Proceedings

  Advances in Databases and Information Systems, 23th East European Conference, ADBIS 2019, year: 2019

2018

• Towards Artificial Priority Queues for Similarity Query Execution

  ANTOL Matej DOHNAL Vlastislav

  Article in Proceedings

  2018 IEEE 34th International Conference on Data Engineering Workshops (ICDEW), year: 2018