Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems
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 in various...
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| Format: | Online |
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| Idioma: | anglès |
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MDPI - Multidisciplinary Digital Publishing Institute
2023
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| Accés en línia: | ONIX_20231130_9783036590592_155 |
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| _version_ | 1869527183652814848 |
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| collection | Directory of Open Access Books |
| description | 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 in various test cases. The reprint covers various topics, including distributed multiagent modeling, metaheuristic algorithms, multisource data fusion, mobile computing and mobile sensing, machine learning-based intelligent processing for modeling complex manufacturing systems, and data-driven intelligent modeling.Focusing on the abovementioned subjects, this reprint can be useful for researchers interested in intelligent optimization techniques and their applications in the fields of artificial intelligence and machine learning. We believe that this reprint will encourage the convergence between many communities. |
| format | Online |
| id | doab-20.500.12854ir-128703 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1287032024-03-30T12:51:28Z Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems Luo, Xiong Yuan, Manman 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 thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries thema EDItEUR::U Computing and Information Technology::UY Computer science 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 in various test cases. The reprint covers various topics, including distributed multiagent modeling, metaheuristic algorithms, multisource data fusion, mobile computing and mobile sensing, machine learning-based intelligent processing for modeling complex manufacturing systems, and data-driven intelligent modeling.Focusing on the abovementioned subjects, this reprint can be useful for researchers interested in intelligent optimization techniques and their applications in the fields of artificial intelligence and machine learning. We believe that this reprint will encourage the convergence between many communities. 2023-11-30T20:44:53Z 2023-11-30T20:44:53Z 2023 book ONIX_20231130_9783036590592_155 9783036590592 9783036590585 https://directory.doabooks.org/handle/20.500.12854/128703 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/8167 https://mdpi.com/books/pdfview/book/8167 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-9058-5 10.3390/books978-3-0365-9058-5 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036590592 9783036590585 292 Basel open access |
| spellingShingle | 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 thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries thema EDItEUR::U Computing and Information Technology::UY Computer science Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems |
| title | Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems |
| title_full | Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems |
| title_fullStr | Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems |
| title_full_unstemmed | Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems |
| title_short | Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems |
| title_sort | machine learning assisted intelligent processing and optimization of complex systems |
| topic | 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 thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries thema EDItEUR::U Computing and Information Technology::UY Computer science |
| topic_facet | 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 thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries thema EDItEUR::U Computing and Information Technology::UY Computer science |
| url | ONIX_20231130_9783036590592_155 |