Sentence examples for a topic discovered from inspiring English sources

While pre-defined gene sets on metabolic pathways are probably reasonably well curated and updated (e.g. in the KEGG database), it is unlikely that gene sets are available capturing all genes controlling metabolites measured in the clinic - a topic discovered for our Metabolomics GWAS.

In order to better capture the order relationships between terms, and thus improve the topic discovering effectiveness, this paper classified the order relationships between terms into forward dependence and backward dependence and proposed a feedback recurrent neural network-based topic model.

We added additional codes to reflect a number of further topics discovered.

Each protein in the dataset is represented as a probability distribution over the latent topics discovered by LDA and is used as a query for evaluating performance of our method in ranking its structural neighbors.

Each protein is then represented as a probability distribution over the latent topics discovered by LDA.

However, an analysis of previous supervised topic models [14] shows that the topics discovered by these models are driven by general image regularities rather than the semantic regularities for image annotation.

Finally, we visualize the bursty sentiment-aware topics discovered by TUS-LDA.

To summarize, the effectiveness of topic modeling schemes entirely depends on the quality of the latent topics discovered.

Whereas men are talking about "twitter," "beer," "obama ., and "itunes" (these are actual top trending topics discovered by Taykey).

However, several supervised methods [14-16] [14-16]at the topicshowscovered by LDA models are driven by general image regularithat rather topicshe semantic regularities for image annotation.

For example, our experiments in Table 1 show that, out of 54 topics discovered from the data, some emerging topics, such as "social network", have a clear increasing trend, whereas traditional topics, such as "decision trees" or "information retrieval", remain stable and do not have clear trends.