With the non-negativity constraint, the learning process revealed latent feature hierarchies in the complex data in intuitively understandable manner.
This quality corresponds to satisfying requirement 5 (intuitively understandable and straightforward to communicate): the understanding of probability as a conditional measure of uncertainty associated with the occurrence of a particular even, given the available information and accepted assumptions.
The outdoor NOx level at all addresses was calculated over decades from a validated model that requires comprehensive input data; the two other markers are simple, intuitively understandable measures of traffic at the residence at the time of enrolment.
As a form of knowledge representation, information granulation is very well suited to fuzzy rule based systems, where rules represent linguistic quantities in a, intuitively understandable format.
We construct an algorithm, PopKLD, which is based on information criterion model selection (Burnham and Anderson, 2002; Claeskens and Hjort, 2008), is intended to reduce and cope with health care process biases and to produce an intuitively understandable continuous summary.
Communication between socially assistive robots and humans might be facilitated by intuitively understandable mechanisms.
They are made available to the user in the form of intuitively understandable shape parameters.
What is less intuitively understandable are some great leaps forward for some countries.
The proposed fuzzy controller has a simple and intuitively understandable structure, and executes the three controls entirely in parallel.
In this paper, we propose multi-layer non-negative matrix factorization (NMF) network for classification task, which provides intuitively understandable hierarchical feature learning process.
While this in no way constitutes a mathematical proof for any given system, the underlying behavior is common and intuitively understandable.
