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Aswin Vijayakumar edited this page Mar 6, 2020 · 5 revisions

QSR Visualizer

The expressive power (and consequently the computational complexity) of the combined spatio-temporal formalisms obviously depends on three parameters:

  1. the expressivity of the spatial component
  2. the expressivity of the temporal component, and
  3. the interaction between the two components allowed in the combined logic

David Gabelaia et. al. 2005

The paper states, if there exists a topological model, M, then it should have been formed by the algebra described by RCC (Region Connection Calculus). QSR library is a unique tool that can compute the Allen's Interval Algebra (AIA) temporal logics.

In statistics, given the model, we are able to predict the data within a given universal set. To assist the OpenVINO's Intermediate Representation (IR) Model, bespoke statistical models define the spatio-temporal formalisms required for various use cases. An example of the use case transforming one digit to another digit using a Gaussian noise vector of size 100 units with Simple GAN has been provided below:

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All of the noise vectors supplied to the GeneratorNet.py are learned for best output. Once an optimized IR model is developed, the sample Temporal Difference Custom Layer intercepts the successful inputs to create the simulation as demonstrated.

IR Model as a Functional Component

Model

An input node exposed to the frozen IR model is learned by the Custom Layer which forms part of another System

IR Model as an Entity

Model

Both input and output nodes exposed provide feedback to an Adjacent System

Literature Survey on Qualitative Spatial Relations (QSR) and Distance Vectors

When two model state spaces interact, their interiors are essential candidates for analysis.

When two model state spaces are statistically valued, as given in:

their binder models such as Factor Analysis (FA) and Singular Value Decomposition (SVD) respectively, behave as a search tree. Such a search tree can be formulated as stated in [David Gabelaia et. al. 2005] and it is essential to create our concept IR Model as an Entity.

In propositional temporal logics (PTL), Boolean combinations of RCC-8 are used as temporal operators. If we take an Overlap of two distinct world trace objects, they can be represented by:

  • (W1) intersection (W2')

Using the Mahalanobis Distance Vector commonly used in Dirichlet processes and Gaussian Processes, the state space of MNIST data are simulated

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With Intermediary Layer as:

and Temporal Logic layer as:

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