doc. RNDr. Vlastislav Dohnal, Ph.D.

2026

• AlphaFind v2: similarity search in AlphaFold DB and TED domains across structural contexts

  SLANINÁKOVÁ Terézia ROŠINEC Adrián ČILLÍK Jakub KŘENEK Aleš GREŠOVÁ Katarína PORUBSKÁ Jana MARŠÁLKOVÁ Eva OĽHA Jaroslav PROCHÁZKA David HEJTMÁNEK Lukáš DOHNAL Vlastislav BERKA Karel SVOBODOVÁ Radka ANTOL Matej

  Peer-reviewed scientific article

  NUCLEIC ACIDS RESEARCH, year: 2026, DOI

• AlphaFind v2: Similarity Search in AlphaFold DB and TED Domains across Structural Contexts - data

  SLANINÁKOVÁ Terézia ROŠINEC Adrián ČILLÍK Jakub KŘENEK Aleš GREŠOVÁ Katarína PORUBSKÁ Jana MARŠÁLKOVÁ Eva OĽHA Jaroslav PROCHÁZKA David HEJTMÁNEK Lukáš DOHNAL Vlastislav BERKA Karel SVOBODOVÁ Radka ANTOL Matej

  Specialized public database

  Year: 2026, type: Specialized public database

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

  SLANINÁKOVÁ Terézia OĽHA Jaroslav PROCHÁZKA David ANTOL Matej DOHNAL Vlastislav

  Paper in proceedings

  Big Data Analytics and Knowledge Discovery 27th International Conference, DaWaK 2025, Bangkok, Thailand, August 25–27, 2025, Proceedings, year: 2026

• On the evaluation and optimization of LabeledPAM

  JÁNOŠOVÁ Miriama LANG Andreas BUDÍKOVÁ Petra SCHUBERT Erich DOHNAL Vlastislav

  Peer-reviewed scientific article

  Information Systems, year: 2026, volume: 135, edition: 102580, DOI

2025

• Advancing the PAM Algorithm to Semi-Supervised k-Medoids Clustering

  JÁNOŠOVÁ Miriama LANG Andreas BUDÍKOVÁ Petra SCHUBERT Erich DOHNAL Vlastislav

  Paper in proceedings

  17th International Conference on Similarity Search and Applications (SISAP), year: 2025

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

  SLANINÁKOVÁ Terézia OĽHA Jaroslav PROCHÁZKA David ANTOL Matej DOHNAL Vlastislav

  Research report

  Year: 2025

• Scaling Learned Metric Index to 100M Datasets

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

  Paper in proceedings

  SIMILARITY SEARCH AND APPLICATIONS, SISAP 2024, year: 2025

2024

• 3D-af-Surfer: Protein structural embeddings of AlphaFold DB

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

  Specialized public database

  Year: 2024, type: Specialized public database

• 3DZD: Protein structural embeddings of AlphaFold DB v4

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

  Specialized public database

  Year: 2024, type: Specialized public database

• 3DZD: Protein structural embeddings of ESM Atlas

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

  Research and development projects

  Year: 2024, type: Research and development projects