Proceedings of the 5th International Conference on Big Data Analytics for Cyber-Physical System in Smart City—Volume 1 : BDCPS 2023, December 28–29, Fuyang, China / edited by Mohammed Atiquzzaman, Neil Yen, Zheng Xu.

Format:

Book

Author/Creator:

Atiquzzaman, Mohammed.

Contributor:

Yen, Neil.

Xu, Zheng.

Series:

Lecture Notes on Data Engineering and Communications Technologies, 2367-4520 ; 234

Language:

English

Subjects (All):

Computational intelligence.

Quantitative research.

Big data.

Computational Intelligence.

Data Analysis and Big Data.

Big Data.

Local Subjects:

Computational Intelligence.

Data Analysis and Big Data.

Big Data.

Physical Description:

1 online resource (1044 pages)

Edition:

1st ed. 2025.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2025.

Summary:

This book gathers a selection of peer-reviewed papers presented at the 5th Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2023) conference, held in Fuyang, China, on December 28–29. The contributions, prepared by an international team of scientists and engineers, cover the latest advances and challenges made in the field of big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.

Contents:

TOPSIS-based Integrated Energy Service Station Siting Research and Application

Design and Application of Multi-objective Optimization Algorithm Based on Neural Network and Genetic Algorithm

Differential Privacy Adversarial Learning with Diffusion Model for the Generation of Privacy-Protected Text Representations

Application of Mathematical Algorithms in Big Data Analysis Techniques

Development Status and Prospect Prediction of Robots for Live Work in Distribution Network

Distributed Computing Methods Based on Data Weaving

Financial Forecasting and Decision-Making Models Based on Intelligent Algorithms and Big Data

The Integration of Artificial Intelligence and Computer Vision Technologies in Virtual Reality and Augmented Reality Applications

Comparative Study of Machine Learning Using Word2vec Method

Research on Mechatronics Modeling and Co-simulation Method Based on Joint Inventory Management

Research on Image Processing Algorithm of Packaging Design Based on Machine Vision

Optimization Design of Blockchain Technology for Secure Protection of Integrated Media PGC on Mobile Terminals

Application of Computer Artificial Intelligence in Online Education Platforms on the Internet

A Study on the Application of Photovoltaic Building Integration in Logistics Center Warehouses

Multi-Regional Environmental and Economic Scheduling Of Power System Based On Particle Swarm Algorithm

Research on Smart Transportation Data Security Management Based On Blockchain

Design Personalized Nutrition Supplement Recommendation System using Machine Learning Technology

Big Data Natural Language Processing Algorithm to Implement Green Brand Reputation Management System

Research on the Application of Scintillation Liquid Treatment Technology Based on Artificial Intelligence in Waste Water Treatment

The Implementation of Computer Analysis Algorithm in BPA Transient Program

Intelligent Network Security Protection Technology Based on Big Data and Machine Learning

Optimization of Intelligent Manufacturing Systems Based on Intelligent Control Algorithms and Big Data Analysis

The Design of Virtual 3D Interactive System for Multifunctional Remote Office All-In-One Machine

Research on Water Ecological Governance Based on Visual Comprehensive Supervision Platform

Construction of Standard Cost System for Operations and ERP Management System Based on Data Acquisition Technology

Considering Power Factors in Macroeconomic Forecasting Based on the Gated Recurrent Unit (GRU) Model

Hierarchical Cooperative Scheduling of RMG, Quay Crane and AGV

Intelligent Translation Recognition and Error Correction System Based On Machine Intelligence and Data Mining Technology

Application of Random Forest Algorithm in Financial Intelligence Analysis

Intelligent Scheduling and Path Planning of Internet of Things Technology in Logistics Transportation

Quantum Computing Algorithms and Real-world Applications

Construction of Blended English Intelligent Classroom Based on Virtual Information Platform

Power Load Forecasting and Intelligent Scheduling on Big Data

Credit Risk Assessment of Commercial Bank Customers Based on Machine Learning

Design of Java Programming One-time Pad Encryption System Based on DES Algorithm

Technology of Intelligent Detection and Recognition for Wireless Communication Signals

Research and Design of a Financial Intelligent Risk Control Platform Based on Big Data Analysis and Deep Machine Learning

Building of Construction Project Cost Prediction Model Based on BP Algorithm under the Background of Big Data

A Study on Determining the Mathematical Model of Compressor Energy Consumption Based on Least Squares Fitting of Compressor Performance Curves

Shipping Intelligent Management Decision System Based on Bayesian Network Model

Food Quality Traceability System for Internet of Things under Big Data Algorithm

Exploration on the Effectiveness of Industrial Investment Efficiency under Support Vector Machine Model

Research on Intelligent Recommendation Algorithms for Online Learning Resources Based on Recommender Systems

Interactive Genetic Algorithm In Indoor Layout Automation Design System

Distribution Network Fault Diagnosis and Auxiliary Decision-making in View of Intelligent Perception and Big Data

Collaborative Mechanism Between Smart Blockchain and Supply Chain Economic and Trade Operations

Parametric Design System for Ecological Landscape Spatial Structure under Interactive Genetic Algorithm

Delaunay Algorithm in Quality and Safety Monitoring of Geological Exploration and Drilling Engineering

Intrusion Detection Technology Research Based On Machine Learning and Big Data Technology

Automotive Information Security Assessment and Risk Management Methods

Application of Intelligent Algorithm in Computer Programming Optimization

Reliability Study of Active Distribution Microgrids with Distributed Energy Resources

Research on Real-Time Motion Control Strategy of Robotic Arm Based on Deep Learning

Research on Landscape Image Optimization System Based on Machine Vision Technology

Research on Digital Preservation of Architectural Decoration Patterns Based on Virtual Reality Technology

Research on Imbalanced Datasets Classification based on Neural Network and Oversampling Methods

Research on the Application of Computer Software CAD-3D in Interior Design

Application of Data Mining Technology Based on Support Vector Machine in Information Security

Design and Implementation of Web-based Mechanical Fault Repair System

Public Service Management Based on Blockchain and Multi-Information Collaborative System

Analysis of Data Security Management Based On Neural Network and Text Mining Under the Background of Big Data

Reliability Optimization of Economic Information System Based on Genetic Algorithm

A Data Analysis Algorithm Combining Topic Analysis Model With T-Test

Visualization of Binary Classification Data and Algorithm for Remote Dynamic Loading of Data

Fault Diagnosis and Intelligent Prediction Based on Deep Learning in Power System

Joint scheduling of eMBB and URLLC traffic in Space-Air-Ground Integrated Networks

Research on the Design Auxiliary System of Museum Exhibition Space Based On Artificial Intelligence

Construction of Cost Evaluation Model Based on Fuzzy Comprehensive Evaluation

Optimized Application of ADS-B Technology in Aircraft Collision Avoidance System

Key Technologies for Disaster Prevention and Mitigation Based on Intelligent Monitoring of Building Structures

Application Case of New Material 3T Integrated Management Technology

Application of PROMETHEE-II Method in Location Selection of Photovoltaic Power Station

Application of Big Data Technology in Mathematical Modeling Based on Neural Network Algorithm

Research on Personalized Recommendation Algorithm of Learning Resources Based on Knowledge Graph

Optimization of Agricultural Product Logistics Vehicle Scheduling Path Based on Ant Colony Algorithm

Enterprise Technology Innovation Evaluation System Based on Data Envelopment Analysis

Interactive Electronic Technical Manual System Based on Computer Aided Technology

Research on Application of Frequency Conversion Debugging Technology in Electric Drive System

Application and Development of Intelligent System in Mechanical Design and Optimization

Research on Low-resolution Face Image Recognition based on Convolutional Neural Network.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9789819602087

9819602084

OCLC:

1499720010