no code implementations • 22 May 2024 • Elena Garcia-Morato, Maria Jesus Algar, Cesar Alfaro, Felipe Ortega, Javier Gomez, Javier M. Moguerza
Similarity search is a central problem in domains such as information management and retrieval or data analysis.
no code implementations • 4 Aug 2022 • Felipe Ortega, Maria Jesus Algar, Isaac Martín de Diego, Javier M. Moguerza
In this paper, we introduce MASK (Multilevel Approximate Similarity search with $k$-means), an unconventional application of the $k$-means algorithm as the foundation of a multilevel index structure for approximate similarity search, suitable for metric spaces.