A survey of human-in-the-loop for machine learning
Abstract Machine learning has become the state-of-the-art technique for many tasks
including computer vision, natural language processing, speech processing tasks, etc …
including computer vision, natural language processing, speech processing tasks, etc …
The internet of things in the oil and gas industry: a systematic review
The low oil price environment is driving the oil and gas (O&G) industry to become more
innovative and deploy smart field technologies, to increase operational and asset efficiency …
innovative and deploy smart field technologies, to increase operational and asset efficiency …
Toward human-centric smart manufacturing: A human-cyber-physical systems (HCPS) perspective
Advances in human-centric smart manufacturing (HSM) reflect a trend towards the
integration of human-in-the-loop with technologies, to address challenges of human …
integration of human-in-the-loop with technologies, to address challenges of human …
A real-time interactive decision-making and control framework for complex cyber-physical-human systems
CL Hu, L Wang, ML Chen, C Pei - Annual Reviews in Control, 2024 - Elsevier
Over the past decade, the advancement of digital technology has significantly enhanced
operations management in complex cyber-physical systems (CPSs), especially in the …
operations management in complex cyber-physical systems (CPSs), especially in the …
Toward human-in-the-loop construction robotics: Understanding workers' response through trust measurement during human-robot collaboration
S Shayesteh, H Jebelli - Construction research congress 2022, 2022 - ascelibrary.org
The use of construction robots to facilitate labor-intensive tasks is increasing in many
jobsites. However, human intelligence and expertise are yet crucial to support such robots in …
jobsites. However, human intelligence and expertise are yet crucial to support such robots in …
Effect of human interaction modalities on the usability and performance of a robotic cyber-physical system for construction progress monitoring
The construction industry has been slow to adopt advanced technologies like Cyber-
Physical Systems (CPS), underscoring the necessity for a human-centered approach to their …
Physical Systems (CPS), underscoring the necessity for a human-centered approach to their …
[HTML][HTML] Constructing Ethical AI Based on the “Human-in-the-Loop” System
X Chen, X Wang, Y Qu - Systems, 2023 - mdpi.com
The Human-in-the-Loop (HITL) system was first proposed by Robert Monarch, a machine
learning expert. It adopted a “hybrid” strategy combining human intelligence and machine …
learning expert. It adopted a “hybrid” strategy combining human intelligence and machine …
Human-related uncertainty analysis for automation-enabled façade visual inspection: A Delphi study
Given that traditional façade visual inspection entails laborious, dangerous, and inefficient
manual work, automation-enabled façade visual inspection has become a prevailing trend …
manual work, automation-enabled façade visual inspection has become a prevailing trend …
Using deep learning artificial intelligence to improve foresight method in the optimization of planning and scheduling of construction processes
Construction planning is a fundamental task in the management of construction projects.
The most common modeling methods for construction planning are linear scheduling (LS) …
The most common modeling methods for construction planning are linear scheduling (LS) …
Engaging human participants in CPHS design: A multi-view approach transforming human criticalities to system design requirements
The rise of Internet of Things (IoT) and wearable sensors enables the development of
tailored, personalized human-centric systems. In Cyber-Physical Human Systems (CPHS) …
tailored, personalized human-centric systems. In Cyber-Physical Human Systems (CPHS) …