The small dataset represents the General-100 dataset, which contains 100 images, while the big dataset represents our new established dataset that contains 260 images.
Accuracy validation by using moored current meter data and sea level data demonstrated that the established dataset expresses accurate variations with periods of several days.
Experimentally, we compare the performance of the proposed fusion strategy with that of state-of-the-art unimodal biometrics by using the established dataset, and it is found that there is higher identification accuracy and lower equal-error-rates (EERs).
Furthermore, as with secondary analysis of any established dataset, there was no control over the data items collected.
This study utilizes a previously established dataset of the transcriptional profiles in the terminal phase of porcine liver regeneration obtained using microarray technology.
Upon review we found it practical to compare TUTR with a larger and established dataset to verify exon relationships and conclusions drawn.
While established datasets may capture large, less frequent events, socially-curated data may capture events that occur in closer time intervals.
It is artificially corrupted by adding six types of noise to establish datasets 2-7: car (set 2), babble (set 3), restaurant (set 4), street (set 5), airport (set 6), and train (set 7).
The fact that it allows combining pre-curated data may render it even more interesting for pharmaceutical companies (having their own in-house data) or research groups having already established datasets.
However, careful validation of these new technologies is required to maintain quality and consistency with the established datasets and technologies [11].
