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Using the proposed system, engineers will be able to increase their efficiency in entering required data into BEA tools and to reduce the possibility of erroneous data input.
The challenges of smartphone-based healthcare include limited battery life, small screen size, potentially erroneous data input, computer viruses including spyware, magnetic interference with medical devices, potentially inefficient patient-physician interactions, loss or theft, and breaches of data privacy and security.
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This malfunction in terms of mismatch between the proposed predictor and the targeted output is inherently induced by training the predictor not with the original input data but rather with some erroneous data, where the erroneous data are generated by minimally randomizing the original input data and the original input data correspond to the PU traffic that is modeled in the statistical domain.
Data input is much slower and erroneous on smartphones using a stylus [ 117].
Erroneously decoded bits distort the soft input information, that is, the LLRs are calculated from erroneous data, which could result in failure to decode even though the assigned channel rate would prove sufficient when the soft input information were derived under error-free conditions.
The training with original input data leads to the prediction error of 0.10, whereas with the erroneous data, this error is reduced to 0.09 for the validation of 30,000 slot(s).
All the data input takes time.
In addition, there are a number of erroneous physical interpretations and many of the conclusions are based on erroneous data.
Failure to do so may result in loss of valuable data or erroneous data analysis.
Erroneous data entering the organization compounds itself as decisions are made based on inaccurate information.
Without ever undergoing independent verification, erroneous data from the original history gets perpetuated.
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