Artificial Intelligence and Machine Learning

Second International Artificial Intelligence Conference, IAIC 2024, Jinyun, China, November 8-10, 2024, Revised Selected Papers, Part I
Herausgegeben:Jin, Hai

• Broschiertes Buch

Produktbeschreibung

This CCIS volume constitutes the refereed proceedings of Second International Artificial Intelligence Conference on Artificial Intelligence and Machine Learning, IAIC 2024, held in Jinyun, China, November 2024.

The 39 full papers presented were carefully reviewed and selected from 100 submissions.They were organized in following topical sections as follows:

Part I : Artificial Intelligence in Real-World Applications.
Part II : Artificial Intelligence in Network and Security systems.

Produktdetails

• Communications in Computer and Information Science 2451
• Verlag: Springer / Springer Nature Singapore / Springer, Berlin
• Artikelnr. des Verlages: 978-981-96-7187-8
• Seitenzahl: 300
• Erscheinungstermin: Juni 2025
• Englisch
• Abmessung: 235mm x 155mm
• ISBN-13: 9789819671878
• Artikelnr.: 73890717

Inhaltsangabe

.- Artificial Intelligence in Real-World Applications.
.- An Adaptive Power Control Method for Power Communication Networks based on Quantum Security.
.- From Machine Intelligence to Machine Ethics: An Analysis of the Practical Path of Artificial Morality.
.- The Frequency Bounds for Travelling Salesman Problem Based on Frequency Quadrilaterals.
.- Speech Recognition Method Based on Improved Transformer.
.- A Two-Stage Approach to Multi-Feature Acoustic Scene Classification.
.- Star Extraction Based on Multi-Scale Grey Morphology in Stray Light Backgrounds.
.- Lightweight One-stage Ship Detection based on SAR Images for Embedded Platform.
.- Multi-modal False Information Identification using BERT and ResNe.
.- Arithmetic Awareness based Distributed Routing Mechanism for Power Dispatch Networks.
.- A Dual-Mode Integrated Communication Method for Power Line Carrier and Wireless in Distribution
Systems.
.- High-Performance Database Storage Technology for Power Smart Terminals.
.- Quantum Key Distribution Strategy for Power Quantum Communication Networks Based on Trusted
Relay Nodes.
.- Research on Network Traffic Anomaly Detection Method Integrating Graph Topology Optimization and Random Restart Walk Algorithm.
.- An Evaluation Method for Cutted Generated Video Based on Eigenvectors.
.- A Network Security Situation Element Extraction Model Based on Hybrid Deep Learning.
.- Joint Optimization of Task Scheduling and Resource Allocation for Hierarchical Federated Learning.
.- Smart Grid Planning Data Decision Scoring Model Based on Random Forest.
.- Feature Importance on Axial Compressive Strength Prediction of Concrete-filled Steel Tubular Columns Using Random Forest Algorithm.
.- AEDs Treatment and Cognition Analysis of BECTS Through EEG Features.
.- Light Source Optimization Design of Intelligent Grading Equipment for Flue-cured Tobacco.
.- Multidimensional Attention Convolution Plugin for Ship Radiated Noise Classification.
.- Underwater Acoustic Target Detection Network Based on Comprehensive Feature Extraction.
.- Research on a Temperature Prediction Model for Meteorological Data Integrating XGBoost and ML.
.- A Review of Research Advances in Image Segmentation of Skin Lesions.