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 |
---|
social and academic networks: |
---|
Total number of publications: 61
2024
2023
-
Reproducible experiments with Learned Metric Index Framework
Information systems, year: 2023, volume: 118, edition: 1, DOI
-
SISAP 2023 Indexing Challenge – Learned Metric Index
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
Year: 2022
-
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
-
Data-driven Learned Metric Index: an Unsupervised Approach
14th International Conference on Similarity Search and Applications (SISAP 2021), year: 2021
-
Learned metric index - proposition of learned indexing for unstructured data
Information Systems, year: 2021, volume: 100, edition: 101774, DOI
-
Metric hull as similarity-aware operator for representing unstructured data
Pattern Recognition Letters, year: 2021, volume: 149, edition: September 2021, DOI
-
Organizing Similarity Spaces using Metric Hulls
14th International Conference on Similarity Search and Applications (SISAP 2021), year: 2021
2020
-
Motion Words: A Text-like Representation of 3D Skeleton Sequences
42nd European Conference on Information Retrieval (ECIR), year: 2020