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

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

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...