On the Relationship Between Mean Absolute Error and Age of Incorrect Information in the Estimation of a Piecewise Linear Signal Over Noisy Channels
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2022.3200306
Abstract: We consider the remote estimation of a stochastic piecewise linear signal, observed by a sensor, at a monitor. The sensor transmits a packet whenever the observed signal’s slope changes. The packets are transmitted from the… read more here.
Keywords: information; age incorrect; linear signal; incorrect information ... See more keywords
The effect of non-linear signal in classification problems using gene expression
Sign Up to like & getrecommendations! Published in 2023 at "PLOS Computational Biology"
DOI: 10.1371/journal.pcbi.1010984
Abstract: Those building predictive models from transcriptomic data are faced with two conflicting perspectives. The first, based on the inherent high dimensionality of biological systems, supposes that complex non-linear models such as neural networks will better… read more here.
Keywords: neural networks; non linear; linear signal; gene expression ... See more keywords