Sentence examples for based on probabilistic latent from inspiring English sources
In this paper, we present an approach based on probabilistic latent semantic analysis (PLSA) to achieve the task of automatic image annotation and retrieval.
In [10], the authors present a score-informed separation algorithm based on probabilistic latent component analysis (PLC A.
They are either based on Probabilistic Latent Semantic Analysis pLSA (Hofmann 1999) or Latent Dirichlet Allocation LDA (Blei et al. 2003).
Yu et al. propose an approach based on probabilistic latent semantic analysis (PLSA) to extract sentiment factors, and two autoregressive models are then implemented for prediction [7].
We outline three key principles of this functional architecture: inferential temporal control, task-set creation based on probabilistic marginalization processes over inferred latent states and, two nested abstract levels of action chunking.
Other machine learning and physics approaches are based on probabilistic graphical models such as Latent Dirichlet Allocation (LDA, Airoldi et al., 2008; Ball et al., 2011; Blei et al., 2003).
LCA is a method of identifying latent clusters based on probabilistic test models (Lazarsfeld and Henry 1968; McCutcheon 1987) using manifest indicators (Geiser 2013).
The first one is based on probabilistic estimation [9].
To find the shared low-dimensional subspace across multiple data types, Shen et al. proposed a latent model iCluster + based on probabilistic principal component analysis, which used generalized linear models to transform continuous, discretized and count variables as a sparse linear regression on a set of latent driving factors.
Will we toss the embryo, "start all over again and try for a better one?" Or change the offending genes based on probabilistic outcomes?
