Sentence examples for topic characterized from inspiring English sources

Each node in the tree represents a latent topic characterized by key words appearing in the topic.

However, topic modeling considers samples as a mixture of latent topics and each topic is characterized by the probabilistic distribution of genes.

The basic idea is that the visual and semantic modalities of images are represented as random mixtures over multiple latent topics, where each topic is characterized by a distribution over each modality.

The basic idea is that a document is represented as a mixture of several topics, where each topic is characterized by a word distribution.

LDA is a generative probabilistic model in which documents are represented as random mixtures over latent topics, and each topic is characterized by a distribution over words (22).

LDA is a probabilistic model that hypothesizes that each document (e.g., individual tweets) in a given corpus (e.g., all the tweets) has been generated as a mixture of unobserved, or latent, topics, where a topic is characterized by a categorical distribution over words.

The problem of link generation is therefore to automatically find Web contents related to the segment's topic as characterized by the keywords.

Examining word frequency and use can offer insights into speaking style, topics discussed, and how those topics are characterized.

As concluded in the future workshops, the two key topics that characterized the experts' discourse dealt with environmental philosophy and automation and intelligent solutions.

Hence, it is an interesting topic to characterize simple groups with their orders and few conjugacy class sizes.

AllMusic's David Jeffries comments that Nas "prefers swaggering over staying on topic" and characterizes his lyrics about his divorce as "unfiltered carpet bombing of love and marriage".