Artificial Intelligence Technologies and Applications
Proceedings of the 5th International Conference (ICAITA 2023), Changchun, China, June 30-July 2, 2023
1st Edition
Published on 15. February 2024
1156 pages
978-1-64368-485-7 (ISBN)
Description
Artificial Intelligence (AI) is rapidly becoming an inescapable part of modern life, and the fact that AI technologies and applications will inevitably bring about significant changes in many industries and economies worldwide means that this field of research is currently attracting great interest.
This book presents the proceedings of ICAITA 2023, the 5th International Conference on Artificial Intelligence Technologies and Applications, held as a hybrid event from 30 June to 2 July 2023 in Changchun, China. The conference provided an international forum for academic communication between experts and scholars in the field of AI, promoting the interchange of scientific information between participants and establishing connections which may lead to collaboration, research, and development activities in related fields. The 126 papers included here were selected following a thorough review process and are divided into 4 sections, covering AI simulation and mechatronics; intelligent network architecture and system monitoring; intelligent algorithm modeling and numerical analysis; and intelligent graph recognition and information processing. Topics addressed include artificial neural networks, computational theories of learning, intelligent system architectures, pervasive computing and ambient intelligence, and fuzzy logic and methods.
Covering a wide range of topics and applications current in AI research, the book will be of interest to all those working in the field.
This book presents the proceedings of ICAITA 2023, the 5th International Conference on Artificial Intelligence Technologies and Applications, held as a hybrid event from 30 June to 2 July 2023 in Changchun, China. The conference provided an international forum for academic communication between experts and scholars in the field of AI, promoting the interchange of scientific information between participants and establishing connections which may lead to collaboration, research, and development activities in related fields. The 126 papers included here were selected following a thorough review process and are divided into 4 sections, covering AI simulation and mechatronics; intelligent network architecture and system monitoring; intelligent algorithm modeling and numerical analysis; and intelligent graph recognition and information processing. Topics addressed include artificial neural networks, computational theories of learning, intelligent system architectures, pervasive computing and ambient intelligence, and fuzzy logic and methods.
Covering a wide range of topics and applications current in AI research, the book will be of interest to all those working in the field.
More details
Series
Language
English
Place of publication
London
Netherlands
Publishing group
IOS Press
Target group
Professional and scholarly
File size
110,06 MB
ISBN-13
978-1-64368-485-7 (9781643684857)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
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Other editions
Additional editions
Chenglizhao Chen
Artificial Intelligence Technologies and Applications
Proceedings of the 5th International Conference (ICAITA 2023), Changchun, China, June 30-July 2, 2023
Book
02/2024
1st Edition
IOS Press,US
€280.78
Shipment within 10-20 days
Content
- Intro
- Title Page
- Preface
- About the Conference
- Contents
- Part 1. Artificial Intelligence Simulation and Mechatronics
- Research and Application of CNC Machine Tool Fault Intelligent Diagnosis Technology
- Strength and Fatigue Analysis of LNG Cylinder Frame on Heavy Truck
- Intelligent Optimization Design Technology for Typical Structural Parts of Aircraft
- Neural Network Prediction Model of Transmission Line Icing Considering Terrain
- Research on Simulation and Experiment of Spinning Process of Ta-10W Liner
- Landslide Hazard Assessment in Yunyang County Based on Bayesian Method
- Inverse Kinematics Analysis and Simulation of Parallel Platform of Shaft Sleeve Assembly Robot
- Study on the Simulation of Flapping-Wing Aircraft
- Demand Response Analysis of Distributed Optimal Dispatch in the Regional Power Grid
- Simulation Reliability Analysis of Miter Gate Test Bench
- Configuration Scheme of Battery-Flywheel Hybrid Energy Storage Based on Empirical Mode Decomposition
- A Method for Autonomous Shelf Recognition and Docking of Mobile Robots Based on 2D LiDAR
- Research on Integrated Production Scheduling Optimization in Aerospace Manufacturing Workshop Based on Production Processes
- PID Parameter Optimization of Hydro-Turbine Speed Control System Based on CPG Algorithm
- An Overview of Artificial Intelligence Security Issues
- Coupling Analysis and Optimization of Vehicle Frame and the Vehicle-Mounted Equipment Installation Frame
- Simulation of the Relationship Between Die-Cutting Moving Platform and Crankshaft Motion
- Application and Practice of Intelligent Temporary Construction Management Technology in UHV Project
- Simulation and Analysis of Wordle Based on HSW Model
- Simulation Analysis for the Motion of New Type of Gear with Circular Arc Tooth Trace
- Sampled-Data Controller Design with Exponential Time-Varying Gain for Complex Dynamical Networks
- Design and Bionic Analysis of the Driving Mechanism for the Tail of a Bionic Fish Robot
- Analysis of the Finite Element Simulation of the Linear Rolling Guide Pair Error Averaging Effect
- Kernel Density Regularized Bayesian Learning Framework for Machining Process Anomaly Detection
- Dynamic Simulation Research of Metamorphic Parallel Manipulator Based on ADAMS
- Simulation Turntable Damper Design and Dynamic Characterization Test
- Optimal Step-Size Control with Bayesian Optimization for Correlation Integral Based Real Time Optimization
- Influence of the Compactness on the Mechanical Properties of Ballasted Track
- Prediction of Bone Age in the Wrist Bone Region Based on the TW3-C Carpal Method
- Structural Strength and Wind Energy Utilization Characteristics of Ship Based on Magnus Effect Wind Turbine
- Maintenance Disassembly Sequence Planning of Airborne Equipment Based on Improved Ant Colony Optimization
- Part 2. Intelligent Network Architecture and System Monitoring
- Development of a Numerical Simulator for Chemical Composite Flooding in Large-Scale Reservoirs
- Uncertainty Analysis of Remote Sensing Soil Moisture Estimation Over the Qinghai-Tibetan Plateau: Feature, Target, and Model
- Assessment of the Susceptibility of Gully Type of Debris Flow in Nujiang Prefecture Based on Improved DenseNet
- A Novel Default Prediction Model Based on DNN and LightGBM
- Ice Flow Velocity Mapping for Long-Time Motion Analysis of Typical Glaciers in Northwestern Greenland
- Spatial-Temporal Evolution Characteristics and Influencing Factors of Vegetation Coverage in Tianjin Binhai International Airport
- Risk Mapping of Rainstorm-Flood Disaster Based on FAHP-PCA Method: A Case Study of Sanming City, China
- Area Control Error Prediction Based on PCA-XGBoost
- Intelligent Detection Method of Digital Electric Energy Measurement Error Based on Nuttall Window Weighted Harmonic Analysis
- Simulation Study on Control Model of Soil Erosion in Gully Watershed of Loess Plateau
- Numerical Simulation Study on Fire of a Commercial Complex Transformed from a Reused Offshore Platform
- Multi-Objective Optimization of Building Integrated Energy System Considering Demand Response and User Comfort
- Bidirectional Interpolation of Photovoltaic Power Based on Deep Learning
- Industrial and Commercial User Load Forecasting Model Considering Incentive Mechanism
- The Bi-Directional Metering Method Based on Improved Blackman Window Harmonic Detection
- People Flow Monitoring Based on Deep Learning
- Network Intrusion Detection System Based on Domain Adaptation for Industrial Control System
- Research on Hydrogeology and Water Resources Evaluation Based on Big Data Technology
- Insulator and Its Defect Detection Based on Lightweight YOLOv5s
- Research and Application of National Secret Algorithm in Emergency Handling System
- Surface Roughness Prediction of Ultra-Precision Grinding for Magnesium Aluminum Spinel
- Prediction of Pore Water Pressure of Iron Concentrate Using Phase Space Reconstruction Long Short-Term Memory
- Forecasting Analysis of Demand for Agricultural Products in E-Commerce Based on Single Forecasting Model
- Rice Yield Prediction Based on Deep Learning
- Analysis of Automotive Thermal Management System Using One-Dimensional Simulation
- Combinatorial Model-Based Demand Forecast Analysis of E-Commerce Agricultural Products
- Design of Equipment and Intelligent IoT System for Kitchen Waste Aerobic Composting Process
- Analysis of Factors Affecting the Uniformity of Cooling Water Velocity Inside the Hot Blast Valve Plate
- Methods to Estimate Positioning and Time Offset with Underwater Acoustic Positioning System
- Elderly Fall Detection Method Using Threshold Based Method and Transfer Learning
- A Rolling Bearing Degradation Index Construction Method Based on Deep Residual Networks
- Research on the Evaluation of Algorithms of Recommendation Systems of We-Media and Possible Future Development
- Study on PM 2.5 Concentration Prediction Model Based on Bagging-Gradient Boosting Decision Tree
- Part 3. Intelligent Algorithm Modeling and Numerical Analysis
- Numerical Prediction of Pressure Fluctuation Included by Propeller on Hull Surface
- Development of Reduced-Order Models Based on Singular Value Decomposition and Neural Network Regression
- Calculation Model of Earthwork Volume in Open Pit Mined Area Based on Step Feature Line
- Numerical Simulation and Process Research of 1500mm Twelve-Roll Copper-Steel-Copper Clad Rolling
- Calculation of Raceway Temperature of Cryogenic Swive Based on Thermal Resistance Method
- Research on the Economic Scheduling of Multi-Distributed Power Sources Based on the Super-Node Cooperative ADMM Algorithm
- 2D Numerical Aerodynamic Simulation for the Interpretation of Formation Flight Phenomena in Birds
- Genetic Algorithm for Block Relocation in Automated Warehouse
- Positive Solution of Moving Platform Position Based on Bat-Iterative Algorithm
- Safety Risk Assessment of Test Based on AHP/EVM Model Study
- Evaluation and Forecasting Models for GGDP
- Breast Cancer Classification Based on KNNI Imputation of Missing Data
- A Makeup Transfer Model for Half-Body Image
- Research on Zero-Shot Learning Based on Generative Model
- Research and Application of Data Mining Algorithms in Power Marketing
- Comparative Analysis of the Final Force Technique Between Two Shot-Putting Methods Based on Data Project
- Assessment Model for Bidding for Major Events
- Application of Big Data Mining Algorithm in Steam Turbine Valve Flow Characteristics Analysis
- Improved Glass Composition Analysis and Identification of Cultural Heritage with Limited Data Using Data Augmentation and CatBoost
- Research and Prediction of Influential Factors of Film Box Office: Based on Machine Learning Algorithms Such as XGB, LGB and CAT
- Selection of Equipment Tender Targets Model Based on Entropy Gray-Correlation Topsis Method
- Research on User Clustering of Non-Fungible Token Market Based on Improved K-Means Algorithm
- Research on Genetic Algorithm-Based Optimization Algorithm for Tobacco Flue-Curing Machine Process Parameters
- SQL Precompiled Application in Online Bookstore Shopping Cart Settlement Function
- Numerical Simulation of Flow Field in Pulper Cavity
- Mathematical Modeling for Compositional Analysis and Identification of Ancient Glass
- Indoor and Outdoor 3D Data Organization Based on Anchor Node Extension
- Research on Power Data Security Classification Based on O-Svm Algorithm
- Correlation Analysis of Lower Limb Biomechanics and Energy Consumption in Middle-Distance Runner
- Part 4. Intelligent Graph Recognition and Information Processing
- A Deep Learning Capacity Estimation Method Based on Incremental Capacity Analysis and Differential Thermal Voltammetry
- Fresh Food Pricing Decisions Based on a Shipping Consolidation Strategy
- Evolution of Ecological Damage Probability in the Arid Area Based on SPCA: A Case Study of Yinchuan City
- Short-Term Electricity Load Forecasting Method Based on Attention and Time Series Forecasting
- Construction of Multimodal Knowledge Graph for Power System
- A Remote Out-of-Tolerance Classification Method of Gateway Electric Energy Meters Based on Feature Selection and Deep Belief Network
- An Ancient Glass Component Analysis Identification Model Based on Correlation Analysis and Neural Network Algorithm
- Preventive Maintenance Method of Brake Pads According to CNN-LSTM Model
- Immovable Cultural Relics Preservation Through 3D Reconstruction Using NeRF
- OOD Problem Research in Biochemistry Based on Backdoor Adjustment
- Bearing Performance Degradation Assessment with RCMRBE Based on Teager Energy Operator
- A Method Based on Phylogenetic Diversity Index to Biodiversity Conservation Planning at Large Scale and Small Granularity
- A Method of Using a Ground Fan to Remove Tobacco Stem Sticks During the Tobacco Production Process
- Method of Named Entity Recognition for Chemical Industry Accidents Based on ALBERT-BiLSTM-CRF
- Detection of Suspicious Front Yard-View Burglary Aided with Moving Service
- A NGO-RF-Based Evaluation Method for the Urgency Degree of Operation and Maintenance Work Order
- DTFFS: Dimension Transformation for Food Safety Risk Assessment Method
- Predictive Modelling for Wordle Game: Analysing Word Attributes and Future Trends
- Research on Rumor Detection Based on Sentiment Features
- Analysis of the Spatiotemporal Variations and Influencing Factors of COVID-19 in Various Cities in East China: Bayesian Spatio-Temporal Model
- Research on Chinese Spam SMS Classification Based on ECA-TextCNN Model
- Diseased Plant Leaves Identification by Deep Transfer Learning
- An Improved C4.5 Algorithm Shannon Information Theory-Based to Optimize Financial Early Warning System
- Research on Grape Disease Recognition Based on Improved YOLOv5s in Complex Environment
- Sentiment Analysis of Product Reviews Based on Bi-LSTM and Max Pooling
- Control Method and Model of Constant Cutting Depth for Cutting Low Stiffness Parts
- A New Method for Improving the Accuracy of Word Segmentation in Modern Chinese Texts
- Research on Automatic Recognition of Rhetorical Questions' Types in Modern Chinese Texts
- A Dynamic Time Warping-Based Method for Similarity Evaluation Between Smart Homes
- Intelligent Analysis of Differences in Electricity Industry Standards Through Natural Language Processing
- ContextualHomeLLM: A Context-Aware Large Language Model for Smart Homes
- A Method for Analyzing and Warning the Safety Behavior of Smart Campus Personnel Based on Deep Learning
- Research on Chinese Animal Disease Text Named Entity Recognition Based on Data Augmentation
- Subject Index
- Author Index
