Locality sensitive hashing (what you describe) is really useful for clustering and doing nearest-neighbor searches. Its used in digital fingerprinting, genome s

Locality sensitive hashing (what you describe) is really useful for clustering and doing nearest-neighbor searches. Its used in digital fingerprinting, genome sequencing, and other interesting areas.