At this stage, topic fingerprints were refined through an iterative process by adding concepts found in fingerprints of highly relevant articles but absent in the topic fingerprint.
The system consists of four main stages: topic classification, named entity recognition (NER), disease/location detection and event recognition.
At this stage several topics emerged; when the two independent analyses were later harmonized, these topics were condensed into five main topics and several sub-topics.
"Revolutionary" is how several others described it on stage.Related topics Digital music players Electronics Consumer electronics Audio and video MusicThe new service, called Apple Music, is based on Beats', but takes it a few steps beyond.
However, in the preprocessing stage, the topic mixture ((lambda _1, lambda _2, ldots, lambda _{d})) is not guaranteed to be pre-computed exactly.
Since the RTM-algorithm is statistical and nonlinear, we were unable to identify which of earthquakes contributed to the recovery stage; this topic is beyond the scope of our work in this paper.
This special issue sets the stage for 'hot topics' we might expect to see in the coming decade, and BMC Cancer is poised to be at the forefront of disseminating this research in a rapid and freely-accessible manner.
It sets the stage for the topics discussed in the collection and briefly presents the different contributions.
As opposed to random initialization, we use the RSM as a pre-training stage, which learns topics that initially capture properties of the underlying input only.
In this way, data analysis began at an early stage and the topic guide was constantly reviewed and new topics were introduced throughout the interview process as needed.
