Computing and Information Systems

Category systems for real-world scenes

Anderson, MD; Graf, EW; Elder, JH; Ehinger, KA; Adams, WJ (ASSOC RESEARCH VISION OPHTHALMOLOGY INC, 2021-02-01)

Categorization performance is a popular metric of scene recognition and understanding in behavioral and computational research. However, categorical constructs and their labels can be somewhat arbitrary. Derived from ...
Risk mapping for COVID-19 outbreaks in Australia using mobility data

Zachreson, C; Mitchell, L; Lydeamore, MJ; Rebuli, N; Tomko, M; Geard, N (ROYAL SOC, 2021-01-27)

COVID-19 is highly transmissible and containing outbreaks requires a rapid and effective response. Because infection may be spread by people who are pre-symptomatic or asymptomatic, substantial undetected transmission is ...
Unifying package managers, workflow engines, and containers: Computational reproducibility with BioNix.

Bedo, J; Di Stefano, L; Papenfuss, AT (BioMed Central, 2020-11-18)

MOTIVATION: A challenge for computational biologists is to make our analyses reproducible-i.e. to rerun, combine, and share, with the assurance that equivalent runs will generate identical results. Current best practice ...