Tamilarasi et. al49adopted a quite reasonable and optimized approach for selecting the route that is free from wormholes in WSNs. The selection is based on the feedback mechanism in which the source sends a Detection-Packet (DP) on multiple routes. In response to DP, Feedback-Packet (FP) ...
Character recognition is an ever ending research application in the real world. Each character recognition should be accurate. So that it leads to understand the exact meaning and concept. Analyzing the distorted character is quite complicated work. In some unique languages like Tamil, Telugu and ...
The technique is “model-agnostic”, meaning it can be applied to any type of machine-learning model without requiring specific modifications. This versatility makes LIME a valuable asset in our pursuit of transparency and interpretability (Ribeiro et al., 2016). The LIME values, for Malayalam ...
Dynamic routing allows CapsNets to be more equivariant to spatial transformations, meaning that if the spatial relationships in the input image change, the output of the capsule network will change in a predictable way, thus preserving spatial hierarchies and relationships in the data. The general ...
3d). Moreover, it was noticed that a lower concentration of template molecules entrapped in the polymeric film is responsible for a higher increase in the Rct value, meaning that for higher concentration of 3-NT the growth of the film can also become limited. Afterwards, an optimum response ...
Unless defined otherwise or the context clearly dictates otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. Although any methods and materials similar or equivalent to those descri...
By altering the contents of the message with a key, it encourages uncertainty in its meaning. Therefore, one can assume that the encrypted message might contain some sensitive information, which might motivate one to try to figure out how to decrypt the encrypted message [3]. Information from ...
The model is a type of supervised learning, meaning that it is trained and evaluated on a dataset that contains the desired classification. Occasionally, the decision tree may not provide a definitive answer or conclusion. Instead, it may suggest possibilities from which the data scientist can ...
The initiation meaning empowers the non-linearity of the complete neural network that empowers the expression capability. Choosing the Loss and Activation Function The loss function is used in this article as the network’s learning sum function and is shown as follows: 𝐶=12∑𝑝𝑛∑𝑘0...
Moreover, the l5i5n1k2 failure is obvious in M5A31N2 ETs, meaning that 5th04e2nodes re- tFrautnusremInitetrhneet 2d06a13t82a,41p0,axcFkOetRsPtEoEtRhReEdVeIEsWti6n12a4tion node again, so the t5im98e7 taken for this may 5b7e87the r1e4asoof n17 for the delay. After the ...