Abstract: We analyze an approach to a similarity preserving coding of symbol sequences based on neural distributed representations and show that it can be viewed as a metric embedding process.

Keywords sequence similarity, edit distance, metric embeddings, distributed representations, neural networks

ACM Classification Keywords: I.2.6 Connectionism and neural nets, E.m Miscellaneous

Link:

SEARCHING FOR NEAREST STRINGS WITH NEURAL-LIKE STRING EMBEDDING

Artem Sokolov

http://www.foibg.com/ijita/vol14/ijita14-3-p16.pdf