Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems

• Other Authors: Luo, Xiong (Editor), Yuan, Manman (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Information technology industries; Computer science; Chilo suppressalis; meteorological data; time series analysis; DeepAR; deep learning; integrated pest management; text vectorization; topic model; pretrained model; transfer learning; drop impact; maximum spreading diameter; scaling laws; analytical models; machine learning; agribusiness; optimization of the production flow; cold storage management; endogenous fruits; peaches; lean tools; 5S; Kaizen; Value Stream Mapping; inappropriately wearing facemask; mask detection; UAV edge network; popularity prediction; cache strategy; artificial bee colony; turbulence; passive scalar; convolutional neural network; estimating diffusion source distance; leaking gas detection; waste marble powder; flexural strength; support vector machines; Gaussian processes; ANFIS; cross-domain; MEC; resource allocation; IIOT; knowledge graph; knowledge structuring; entity extraction methods; asset administration shell; process industry entity relationship networks; Industry 5.0; human-centricity; human-centred; I5.0 technologies; artificial intelligence; robotics; cyber-physical systems; digitalization; acoustic signal; fault diagnosis; adaptive multi-threshold segmentation; subdomain adaptation; variable speed condition; local maximum mean discrepancy; weed detection; weed classification; support decision-making algorithm; fruit detection; disease detection; CNN; performance metrics; agriculture; deep learning neural network; process control; hydraulic fracture; n/a
• Online Access: DOAB: download the publication; DOAB: description of the publication

This reprint contains 15 articles from the Special Issue of the MDPI journal Processes on "Machine Learning-Assisted Intelligent Processing and Optimization of Complex Systems". These articles focus on the most recent developments in intelligent optimization methods and their applications...