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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...

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Bibliographic Details
Main Author: Luo, Xiong
Other Authors: Yuan, Manman
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
Pretrained Model
Time Series Analysis
Machine Learning
Topic Model
Resource Allocation
Endogenous Fruits
Deepar
Cyber-physical Systems
Performance Metrics
Peaches
Uav Edge Network
Process Industry Entity Relationship Networks
Support Vector Machines
Weed Detection
N/a
Asset Administration Shell
Chilo Suppressalis
Human-centricity
Deep Learning
Inappropriately Wearing Facemask
Local Maximum Mean Discrepancy
Variable Speed Condition
Weed Classification
Knowledge Graph
Scaling Laws
Industry 5.0
Waste Marble Powder
Flexural Strength
Value Stream Mapping
Popularity Prediction
Deep Learning Neural Network
I5.0 Technologies
Maximum Spreading Diameter
Kaizen
5s
Leaking Gas Detection
Entity Extraction Methods
Turbulence
Transfer Learning
Information Technology Industries / Bicssc
Agriculture
Disease Detection
Fruit Detection
Acoustic Signal
Process Control
Adaptive Multi-threshold Segmentation
Computer Science / Bicssc
Estimating Diffusion Source Distance
Analytical Models
Lean Tools
Digitalization
Fault Diagnosis
Meteorological Data
Cnn
Knowledge Structuring
Hydraulic Fracture
Optimization Of The Production Flow
Artificial Intelligence
Subdomain Adaptation
Passive Scalar
Mec
Integrated Pest Management
Support Decision-making Algorithm
Gaussian Processes
Drop Impact
Agribusiness
Robotics
Anfis
Convolutional Neural Network
Iiot
Cache Strategy
Text Vectorization
Human-centred
Cold Storage Management
Artificial Bee Colony
Cross-domain
Mask Detection
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary: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.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (292 p.)
ISBN:9783036590592
9783036590585
books978-3-0365-9058-5

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