doc. RNDr. Vlastislav Dohnal, Ph.D.
docent – Katedra strojového učení a zpracování dat
kancelář: B406
Botanická 554/68a
602 00 Brno
telefon: | 549 49 3360 |
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sociální a akademické sítě: |
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Počet publikací: 61
2024
2023
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Reproducible experiments with Learned Metric Index Framework
Information systems, rok: 2023, ročník: 118, vydání: 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, rok: 2023
2022
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Learned Indexing in Proteins: Extended Work on Substituting Complex Distance Calculations with Embedding and Clustering Techniques
Rok: 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, rok: 2022
2021
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Data-driven Learned Metric Index: an Unsupervised Approach
14th International Conference on Similarity Search and Applications (SISAP 2021), rok: 2021
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Learned metric index - proposition of learned indexing for unstructured data
Information Systems, rok: 2021, ročník: 100, vydání: 101774, DOI
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Metric hull as similarity-aware operator for representing unstructured data
Pattern Recognition Letters, rok: 2021, ročník: 149, vydání: September 2021, DOI
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Organizing Similarity Spaces using Metric Hulls
14th International Conference on Similarity Search and Applications (SISAP 2021), rok: 2021
2020
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Motion Words: A Text-like Representation of 3D Skeleton Sequences
42nd European Conference on Information Retrieval (ECIR), rok: 2020