SIRIUS: Dual, symmetric, interactive dimension reductions

M Dowling, J Wenskovitch, JT Fry… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Much research has been done regarding how to visualize and interact with observations
and attributes of high-dimensional data for exploratory data analysis. From the analyst's …

System and method for a computational notebook interface

JE Wenskovitch, J Zhao, ML Cooper… - US Patent …, 2020 - Google Patents
Example implementations described herein are directed to an improved interface for a
computational notebook that represents cells of the computational notebook in a graph form …

Research on an automatic tracking strategy based on CCD image sensor in micromanipulation

X Yin, G Jiang, S Song - IEEE Access, 2018 - ieeexplore.ieee.org
In this paper, an automatic tracking strategy based on a CCD image sensor is proposed to
achieve the real-time tracking of embryonic cells with the MR-6 micromanipulator. The …

Visual Analytics for High Dimensional Simulation Ensembles

MMSI Dahshan - 2021 - vtechworks.lib.vt.edu
Recent advancements in data acquisition, storage, and computing power have enabled
scientists from various scientific and engineering domains to simulate more complex and …

Dimension Reduction and Clustering for Interactive Visual Analytics

JE Wenskovitch Jr - 2019 - vtechworks.lib.vt.edu
When exploring large, high-dimensional datasets, analysts often utilize two techniques for
reducing the data to make exploration more tractable. The first technique, dimension …

Exploring the landscape of big data analytics through domain-aware algorithm design

S Dash - 2020 - vtechworks.lib.vt.edu
Experimental and observational data emerging from various scientific domains necessitate
fast, accurate, and low-cost analysis of the data. While exploring the landscape of big data …

[PDF][PDF] Lossless High-Dimensional Visualization for Scientific Discovery

B Kovalerchuk - Position Papers for the ASCR Workshop on …, 2022 - osti.gov
Visualization facilitates scientific discovery in data exploration, hypotheses generation and
confirmation, and communication. However, the growth of data dimensionality, types, and …