This paper describes the basis for AInsectID Version 1, a GUI‐operable open‐source insect species identification, color processing, and image analysis software. This paper discusses our methods of algorithmic development, coupled to rigorous machine training used to enable high levels of validation accuracy.
Haleema Sadia, Parvez Alam
wiley +1 more source
Humanized childbirth in Colombia: Prevalence and associated factors. [PDF]
Ruiz-Rodríguez M+7 more
europepmc +1 more source
The Necessity of Dynamic Workflow Managers for Advancing Self‐Driving Labs and Optimizers
We assess the maturity and integration readiness of key methodologies for Materials Acceleration Platforms, highlighting the need for dynamic workflow managers. Demonstrating this, we integrate PerQueue into a color‐mixing robot, showing how flexible orchestration improves coordination and optimization.
Simon K. Steensen+6 more
wiley +1 more source
Multivariate time series clustering analysis of the Global Dietary Database to uncover patterns in dietary trends (1990-2018). [PDF]
Matousek A, Leung TH, Pang H.
europepmc +1 more source
Joint Situational Assessment‐Hierarchical Decision‐Making Framework for Maneuver Intent Decisions
This study introduces a new framework for decision‐making in unmanned combat aerial vehicles (UCAVs), integrating graph convolutional networks and hierarchical reinforcement learning (HRL). The method tackles adopts a curriculum‐based training approach guided by cross‐entropy rewards.
Ruihai Chen+4 more
wiley +1 more source
#PorkandPigs: an online media listening analysis of public perception of the U.S. swine industry. [PDF]
Fisk AE+3 more
europepmc +1 more source
Multicluster Distributed Optimization Strategy for Turbine Wake Environment
This article studies the wake analysis of wind farms in different aspects, including basic methods, clustering optimization, and wake optimization. Through multiclustering, the wake optimization in a specific wind farm environment is explored. And focusing on the time cost and other issues that need to be solved in practical applications, targeted ...
Zhenping Yu+5 more
wiley +1 more source
Generalizable deep neural networks for image quality classification of cervical images. [PDF]
Ahmed SR+21 more
europepmc +1 more source
Does the abiotic environment influence the distribution of flower and fruit colors?
Abstract Premise Color in flowers and fruits carries multiple functions, from attracting animal partners (pollinators, dispersers) to mitigating environmental stress (cold, drought, UV‐B). With research historically focusing on biotic interactions as selective agents, however, it remains unclear whether abiotic stressors impact flower and fruit colors ...
Agnes S. Dellinger+3 more
wiley +1 more source
Confidence in elections among U.S. local officials: Effects of social trust, partisanship and political ambition. [PDF]
Plutzer E+4 more
europepmc +1 more source