Oct 14, 2020 · We propose the SOLID approach to allow similarity queries in complex databases without the need neither of data imputation nor deletion.
Nov 21, 2024 · Similarity queries cannot perform over incomplete complex tuples, since distance functions are undefined over missing values. We propose the ...
Experimental results show that SOLID outperforms imputation methods with different missing rates. SOLID was up to better than the competitors in quality when ...
Taking Advantage of Highly-Correlated Attributes in Similarity Queries with Missing Values · List of references · Publications that cite this publication.
Taking advantage of highly-correlated attributes in similarity queries with missing values. Richard Connor and Alan Dearle. Sampled Angles in High ...
We incorporate M-similarity into two closest fit methods to missing values in textual attributes and evaluate them on data sets of Traditional Chinese Medicine ...
... Similarity Search for Evolving Database -- Taking advantage of highly-correlated attributes in similarity queries with missing values -- Similarity Between ...
Similarity queries over incomplete databases usually ignore attributes with missing values because distance functions cannot measure dissimilarity among.
Jul 21, 2021 · The real-world data analysis and processing using data mining techniques often are facing observations that contain missing values.
Nov 7, 2017 · Correlated features will not necessarily worsen a model. Removing correlated features helps to infer meaning about the features.
Missing: Queries | Show results with:Queries