Sentence examples for directed topic from inspiring English sources

The last decade has witnessed the emergence of a number of directed topic modeling schemes.

Directed topic models have been developed to overcome the above-mentioned limitation of LSA.

Directed topic models are generally represented with graphical structures comprising a set of random variables.

Later on, Blei et al. [2] formulated a more sophisticated directed topic modeling scheme called Latent Dirichlet Allocation (LDA).

Additionally, undirected models generate distributed latent topic representation and are proven to be superior to the representations obtained with directed topic models for the task of image retrieval.

Graphical model-based latent topic frameworks for image retrieval fall into two fundamental categories such as (i) directed topic models and (ii) undirected topic models.

The authors present a chronological analysis from 1999 to 2009 of directed probabilistic topic models, such as probabilistic latent semantic analysis, latent Dirichlet allocation, and their extensions.

Interviews will be directed by topic guides These discussions will be recorded using a digital voice recorder and subsequently transcribed verbatim.

An exchange type can be one of direct, topic, headers, or fanout[15].

Influenced by Descartes's rationalistic philosophy, the Jansenists theorized that learning has a "natural" order and should begin with what is familiar to the child: thus, a phonetic system of teaching reading was used; all instruction was in French, not Latin; and student compositions were directed toward topics drawing on one's own experiences or toward subjects in one's current reading.

Engineering Education directed at topics like sustainable production or life cycle engineering needs adequate teaching approaches.