Through a topical cluster of courses and the independent capstone project, students extend and deepen their investigation and understanding with a particular research focus.
Unsupervised approaches have been used for topical clustering of tweets [32, 33], and tweet hashtag recommendations [34].
While semantic topical clustering is commonplace for textual analysis, images are more commonly clustered by visual similarity, grouping together images that look similar, rather than images that may look entirely dissimilar, but depict similar objects and activities.
Web sites cluster into topical and social/organizational clusters.
After 10 min Au cluster topical administration, ultrasonic force (0.3 W/cm2 of 1 MHz) was applied to the cheek pouch using the Dynatron 125 ultrasonicator (Dynatronics Corporation, Salt Lake City, UT) for 1 min in the presence of ultrasound gel, followed by OCT/DvOCT imaging.
Quora will also have to continue to draw the attention of clusters of topical experts in disparate locations, especially outside of Silicon Valley and technology.
Individuals and individual organizations cluster around topical, organizational, or other common features.
At a sufficiently fine-grained degree of clustering, a substantial proportion of the clustered sites are moderately connected, and each can therefore be a point of intake that will effectively transmit observations or opinions within and among the users of that topical or interest-based cluster.
In short, once we've used the Cloud Vision API to catalog an image, we can use those assigned labels as traditional topical tags to semantically cluster images much as one would a collection of textual documents that have been enriched with topical tags.
