Works (2)
Updated: July 5th, 2023 15:39
2016 article
A Scalable Probabilistic Change Detection Algorithm for Very High Resolution (VHR) Satellite Imagery
Hong, S., & Vatsavai, R. R. (2016, June 1). 2016 Ieee International Congress on Big Data - Bigdata Congress 2016, pp. 275–282.
author keywords: Probabilistic Change Detection; Satellite Image Processing; Spatial Data Mining; OpenMP
topics (OpenAlex): Remote-Sensing Image Classification; Geochemistry and Geologic Mapping; Remote Sensing in Agriculture
TL;DR:
This work presents a sliding window based approach that produces changes at the native image resolution through thread-level parallelization on shared memory architectures and shows a 91% performance improvement compared to its sequential counterpart.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
15. Life on Land
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018
2015 article
Enabling graph mining in RDF triplestores using SPARQL for holistic in-situ graph analysis
Lee, S., Sukumar, S. R., Hong, S., & Lim, S.-H. (2015, November 27). Expert Systems with Applications.
author keywords: Graph; Mining; Analysis; RDF; SPARQL; Triplestore; Semantic Web
topics (OpenAlex): Graph Theory and Algorithms; Advanced Graph Neural Networks; Semantic Web and Ontologies
TL;DR:
This work implemented six representative graph mining algorithms using SPARQL and took an approach to enabling GM capabilities in RDF triplestores, which are originally developed to store RDF datasets and provide OLGAP capability.
(via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018