doc. RNDr. Vlastislav Dohnal, Ph.D.

2024

• GraSR: Protein structural embeddings of AlphaFold DB

  NOVOTNÁ Lucie SLANINÁKOVÁ Terézia PROCHÁZKA David HEJTMÁNEK Lukáš ROŠINEC Adrián OĽHA Jaroslav GREŠOVÁ Katarína DOHNAL Vlastislav ANTOL Matej

  Year: 2024, type:

• LMI-10: Protein structural embeddings of AlphaFold DB

  NOVOTNÁ Lucie SLANINÁKOVÁ Terézia PROCHÁZKA David HEJTMÁNEK Lukáš ROŠINEC Adrián OĽHA Jaroslav GREŠOVÁ Katarína DOHNAL Vlastislav ANTOL Matej

  Year: 2024, type:

• LMI-30: Protein structural embeddings of AlphaFold DB

  NOVOTNÁ Lucie SLANINÁKOVÁ Terézia PROCHÁZKA David HEJTMÁNEK Lukáš ROŠINEC Adrián OĽHA Jaroslav GREŠOVÁ Katarína DOHNAL Vlastislav ANTOL Matej

  Year: 2024, type:

• Scaling Learned Metric Index to 100M Datasets

  PROCHÁZKA David SLANINÁKOVÁ Terézia ČERŇANSKÝ Jozef OĽHA Jaroslav ANTOL Matej DOHNAL Vlastislav

  Article in Proceedings

  17th International Conference on Similarity Search and Applications (SISAP 2024), year: 2024

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

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