Sentence examples for based on maximum entropy from inspiring English sources
In this paper, the use of a solution to this quandary based on maximum entropy is proposed.
To design optimum fuzzy rule base, which is traditionally achieved by tedious trial and error process, from numerical data, a novel data-driven fuzzy clustering method based on maximum entropy principle (MEP) and particle swarm optimization (PSO) is proposed.
The distribution of these parameters is next selected based on maximum entropy concepts and their corresponding parameters, i.e. the hyperparameters of the model, are identified using a maximum likelihood strategy.
Mei et al. [15] proposed WTLME which is based on maximum entropy model, using instance weighted technology.
In order to alleviate this problem, this paper proposed HMEM as a new acoustic modeling technique based on maximum entropy modeling approach.
The work by [23] introduces a method based on maximum entropy, while [24] proposes a new algorithm of syllabic splitting, which is based on the envelope of speech signals.
A Monte-Carlo uncertainty analysis based on maximum-entropy probabilities and Bayesian conditioning is used to develop an entire probability distribution for the true but unknown dose-response function.
The numerical results indicate that the proposed Maximum-Entropy Meshless method based on the maximum entropy shape functions is able to provide stable and robust solutions for consolidation problems in porous media.
By a comparison between the exact expression for the expected delay time and an approximate expected delay time based on the maximum entropy estimate, they argue that their maximum entropy estimate is sufficiently accurate for practical purposes.
Moreover, to further evaluate the proposed token-based formulation, a sentence-by-sentence classification method based on the maximum entropy (ME) was developed for comparison.
Here, we studied two strategies to elucidate informative experiments: the first based on a maximum entropy criterion and the other based on a novel criterion, termed maximum difference criterion.
