A novel data instance reduction technique using linear feature reduction

A Joshi, N Haspel - Journal of Artificial Intelligence and Systems, 2020 - iecscience.org
Representation of structurally significant data is indispensable to modern research. The
need for dimensionality reduction finds its foray in varied genres viz-a-viz, Structural …

Characterizing protein conformational spaces using dimensionality reduction and algebraic topology

A Joshi, N Haspel, E González - bioRxiv, 2021 - biorxiv.org
Datasets representing the conformational landscapes of protein structures are high
dimensional and hence present computational challenges. Efficient and effective …

Characterizing Protein Conformational Spaces using Efficient Data Reduction and Algebraic Topology

A Joshi, N Haspel, E González - Journal of Human, Earth, and Future, 2022 - hefjournal.org
Datasets representing the conformational landscapes of protein structures are high-
dimensional and hence present computational challenges. Efficient and effective …