Decision Threshold Setting in Binary Classification Problems—A Behavioral Lens
ABSTRACT When binary classification models are wrong, managers face misclassification costs. Although false positive outcomes imply unnecessary mitigation efforts, false negative outcomes imply overlooking the class of interest. Humans calibrate these ai models supporting operational systems by adjusting the decision threshold that translates ...
Patrick Moder, Kai Hoberg, Felix Papier
wiley +1 more source
ABSTRACT Objective(s) To determine whether cervical auscultation (CA) provides a high‐specificity, rule‐in bedside signal to prioritize fiberoptic endoscopic evaluation of swallowing (FEES) in adults at risk of aspiration. Methods Single‐center, cross‐sectional diagnostic‐accuracy study in a tertiary hospital.
Nisreen Naser Al Awaji +9 more
wiley +1 more source
Integration of Digital Therapeutics Into Occupational Rehabilitation in Germany: Multilevel Simulation Study. [PDF]
Wallner C +5 more
europepmc +1 more source
MatterMind: A User‐Friendly Material Design Platform Assisted by Large Language Model
The lack of user‐friendly tool interfaces has restricted the popularization of data‐driven methods in scientific research. In this study, we present MatterMind, a user‐friendly, agentic interface that closes the loop between first‐principles computation, generative structure design, and large language model (LLM) analysis. ABSTRACT Machine learning and
Kaiyang Xu +3 more
wiley +1 more source
An integrated queuing and certainty factor theory model for efficient edge computing in remote patient monitoring systems. [PDF]
RahimiZadeh K +3 more
europepmc +1 more source
The causal roles of metabolic traits in mediating the effects of insomnia on CVDs. CAD, coronary artery disease; HbA1c, hemoglobin A1c; HDL‐C, high‐density lipoprotein cholesterol; IR, insulin resistance; MI, myocardial infarction; TG, triglyceride; T2DM, type 2 diabetes.
Binhe Yu +12 more
wiley +1 more source
Research on cloud-edge-end distributed collaborative computing based on deep reinforcement learning. [PDF]
Wu C +5 more
europepmc +1 more source
Perspectives On Machine Learning Inference Serving in Real‐World Settings
ABSTRACT Introduction As machine learning (ML)‐enabled systems become increasingly prevalent across industries, the engineering challenges of deploying and maintaining them in production have emerged as critical. The existing engineering knowledge base often derives from conceptual frameworks or case studies conducted by large technology companies ...
Dennis Muiruri +3 more
wiley +1 more source
Advancing Heliophysics and Space Weather Modeling Through Open Science
Abstract We present a community‐wide effort to develop a strategy and action plan to advance heliophysics and space weather modeling through open science. While open science has the potential to enhance the quality and pace of scientific discovery, its application to scientific modeling requires more careful consideration regarding open data and open ...
C. Corti +87 more
wiley +1 more source
A feedback queueing network model for traffic signal control at intersections considering congestion propagation in dynamic stochastic environments. [PDF]
Zhao B, Ju Y, Jiao S, Yang D.
europepmc +1 more source

