The proposed approach detects anomalies based on a hierarchical activity-pattern discovery framework, comprehensively considering both global and local spatio-temporal contexts.
In contrast with the hierarchical activity of DCL4, DCL2 and DCL3 in the biogenesis of V-sRNAs [23], [43], V-sRNAs and S-sRNAs of 22 nt were the most highly represented species observed in most of the sequence pools analyzed, regardless of total sRNA reads or unique sRNA sequences.
Canonical autophagy involves the hierarchical activity of afore-mentioned signaling complexes and ATG proteins.
Of importance, the clicker feedback activity and linear visualization activity differ from the hierarchical alignment activity by not progressing from small familiar scales to geological scales (progressive alignment) and not hierarchically organizing all previous scales within the current scale (hierarchical alignment).
DCL4, DCL2 and DCL3 have specific, hierarchical antiviral activities against RNA viruses [16], [21].
Of importance, the hierarchical alignment activity and the stratigraphic column activity differ only in the use of analogical reasoning principles (structural, progressive, and hierarchical alignment) in their presentation of geologic time.
The clicker feedback activity and the linear visualization activity both share many features with the hierarchical alignment activity assessed in Experiment 1.
Regardless, our findings were consistent with Resnick, Newcombe, et al. (2016), who were able to more tightly control for such differences in their laboratory-based assessment of the hierarchical alignment activity, and found the hierarchical alignment activity was effective for fostering more accurate reasoning about phenomena at extreme scales.
The guest lecturer and TA did not compare the hierarchical alignment activity and stratigraphy laboratory; they were presented as entirely separate activities.
These annotated data streams can then be used to dynamically train a hierarchical SVM activity classification model, which can be applied to new accelerometer data streams to automatically recognize specific activities.
