Results: 14
Reliability evaluation of individual predictions: a data-centric approach.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 1203, doi. 10.1007/s00778-024-00857-w
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- Article
Special issue on "Machine learning and databases".
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 901, doi. 10.1007/s00778-024-00848-x
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- Publication type:
- Article
Speech-to-SQL: toward speech-driven SQL query generation from natural language question.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 1179, doi. 10.1007/s00778-024-00837-0
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- Publication type:
- Article
A learning-based framework for spatial join processing: estimation, optimization and tuning.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 1155, doi. 10.1007/s00778-024-00836-1
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- Publication type:
- Article
Assisted design of data science pipelines.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 1129, doi. 10.1007/s00778-024-00835-2
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- Publication type:
- Article
DB-BERT: making database tuning tools "read" the manual.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 1085, doi. 10.1007/s00778-023-00831-y
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- Publication type:
- Article
Towards flexibility and robustness of LSM trees.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 1105, doi. 10.1007/s00778-023-00826-9
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- Publication type:
- Article
A multi-facet analysis of BERT-based entity matching models.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 1039, doi. 10.1007/s00778-023-00824-x
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- Publication type:
- Article
Morphtree: a polymorphic main-memory learned index for dynamic workloads.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 1065, doi. 10.1007/s00778-023-00823-y
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- Publication type:
- Article
Alfa: active learning for graph neural network-based semantic schema alignment.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 981, doi. 10.1007/s00778-023-00822-z
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- Publication type:
- Article
AutoML in heavily constrained applications.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 957, doi. 10.1007/s00778-023-00820-1
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- Publication type:
- Article
Givens rotations for QR decomposition, SVD and PCA over database joins.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 1013, doi. 10.1007/s00778-023-00818-9
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- Publication type:
- Article
F-IVM: analytics over relational databases under updates.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 903, doi. 10.1007/s00778-023-00817-w
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- Publication type:
- Article
Efficient and robust active learning methods for interactive database exploration.
- Published in:
- VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 4, p. 931, doi. 10.1007/s00778-023-00816-x
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- Publication type:
- Article