Abstract: In this paper, we proposed a novel supervised method to construct ‘neighborhood graph’, which is often constructed in recent non-linear dimensional reduction techniques. The key ideas in our ...

Worked under a professor to improve upon the work done by him in his research paper, "Featured Graph Coarsening with Similarity Guarantees". Incorporated train-validation-testing split of the dataset ...

Proper handling of continuous variables is crucial in healthcare research, for example, within regression modelling for descriptive, explanatory, or predictive purposes. However, inadequate methods ...

Abstract: We introduce a new family of graph-based source codes that can be regarded as a nonlinear generalization of LDPC codes, and apply them to the compression of asymmetric binary memoryless ...

You can create a release to package software, along with release notes and links to binary files, for other people to use. Learn more about releases in our docs.

This is a preview. Log in through your library . Abstract In this paper conventional concepts of aliases and confounding are used to analyse several two-level fractional factorial designs constructed ...

The transistor laser invented by scientists at the University of Illinois at Urbana-Champaign has now been found to possess fundamental non-linear characteristics that are new to a transistor and ...