Reconstruction of masked sequences via inverse mapping of incomplete information natural vectors

Alignment-free embedding methods, which map biological sequences into a fixed-dimensional space using mathematical techniques, hold significant value in biology. A key challenge in this field is constructing an inverse mapping to recover sequences from embedded vectors. The natural vector approach u...

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Bibliographic Details

Published in:	PeerJ
Main Authors:	Patrick Ding, Guoqing Hu, Hongyu Yu, Stephen S.-T. Yau
Format:	Article
Language:	English
Published:	PeerJ Inc. 2025-10-01
Subjects:	Masked sequence Inverse mapping Incomplete information natural vector LSTM
Online Access:	https://peerj.com/articles/20126.pdf