doc. RNDr. Vlastislav Dohnal, Ph.D.
Associate professor, Department of Machine Learning and Data Processing
Office: B406
Botanická 554/68a
602 00 Brno
Phone: | +420 549 49 3360 |
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social and academic networks: |
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Total number of publications: 62
2024
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AlphaFind: Discover structure similarity across the entire known proteome
Year: 2024
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AlphaFind: discover structure similarity across the proteome in AlphaFold DB
Nucleic acids research, year: 2024, volume: Neuveden, edition: May 15, DOI
2023
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Reproducible experiments with Learned Metric Index Framework
Information systems, year: 2023, volume: 118, edition: 1, DOI
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SISAP 2023 Indexing Challenge – Learned Metric Index
Similarity Search and Applications. SISAP 2023. Lecture Notes in Computer Science, vol 14289, year: 2023
2022
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Learned Indexing in Proteins: Extended Work on Substituting Complex Distance Calculations with Embedding and Clustering Techniques
Year: 2022
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Learned Indexing in Proteins: Substituting Complex Distance Calculations with Embedding and Clustering Techniques
Similarity Search and Applications, 15th International Conference, SISAP 2022, Bologna, Italy, October 5–7, 2022, Proceedings, year: 2022
2021
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Data-driven Learned Metric Index: an Unsupervised Approach
14th International Conference on Similarity Search and Applications (SISAP 2021), year: 2021
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Learned metric index - proposition of learned indexing for unstructured data
Information Systems, year: 2021, volume: 100, edition: 101774, DOI
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Metric hull as similarity-aware operator for representing unstructured data
Pattern Recognition Letters, year: 2021, volume: 149, edition: September 2021, DOI
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Organizing Similarity Spaces using Metric Hulls
14th International Conference on Similarity Search and Applications (SISAP 2021), year: 2021