Fedir А. Shmalko

Partitioning the data space before applying hashingusing clustering algorithms

2025 · Herald of Advanced Information Technology

This research presents a locality-sensitive hashingframework that enhances approximate nearest neighborsearch efficiency by integrating adaptive encoding trees and BERT-based clusterization. The proposed method optimizes data space partitioning before applying hashing, improving retrieval accuracy while reducing …