Intelligence Computation and Applications (eBook, PDF)

14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023, Revised Selected Papers, Part I
Redaktion: Li, Kangshun; Liu, Yong

• Format: PDF

Produktbeschreibung

This two-volume set, CCIS 2146 and CCIS 2147, constitutes the refereed proceedings of the 14th International Symposium on Intelligence Computation and Applications, ISICA 2023, held in Guangzhou, China, during November 18-19, 2023.

The 82 full papers included in these proceedings were carefully reviewed and selected from 178 submissions. The papers presented in these two volumes are organized in the following topical sections:

Part I: Frontiers of evolutionary Intelligent Optimization Algorithms; Exploration of computer vision; Machine learning and its applications.

Part II: Machine Learning and its applications; Big data analysis and Information security; Intelligent application of computer.

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 473
• Erscheinungstermin: 1. Juli 2024
• Englisch
• ISBN-13: 9789819743933
• Artikelnr.: 72241071

Inhaltsangabe

.- Frontiers of Evolutionary Intelligent Optimization Algorithms.

.- An Improved NSGA-II Algorithm with Markov Networks.

.- An Improved Particle Swarm Optimization Algorithm Combined With Bat Algorithm.

.- An Improved Whale Optimization Algorithm Combined With Bat Algorithm and Its Applications.

.- Fusion of Nonlinear Inertia Weight and Probability Mutation for Binary Particle Swarm Optimization Algorithm.

.- An Evolutionary Algorithm Based on Replication Analysis for Bi-Objective Feature Selection.

.- Improved Particle Swarm Algorithm Using Multiple Strategies.

.- A Reference Vector Guided Evolutionary Algorithm with Diversity and Convergence Enhancement Strategies for Many-objective Optimization.

.- Research on Mine Emergency Evacuation Scheme Based on Dynamic Multi-objective Evolutionary Algorithm.

.- An Adaptive Dynamic Parameter Multi-Objective Optimization Algorithm.

.- Adaptive Elimination Particle Swarm Optimization Algorithm for Logistics Scheduling.

.- A Modified Two Arch2 Based on Reference Points for Many- Objective Optimization.

.- Floorplanning of VLSI by Mixed-Variable Optimization.

.- A Multi-Population Hierarchical Differential Evolution for Feature Selection.

.- Research on State-Owned Assets Portfolio Investment Strategy Based on Improved Differential Evolution.

.- A Particle Swarm Optimization Algorithm with Dynamic Population Synergy.

.- Preference-Based Multi-Objective Optimization Algorithms Under The Union Mechanisms.

.- Auto-Enhanced Population Diversity with Two Options.

.- Exploration of Computer Vision.

.- Robot Global Relocation Algorithm Based on Deep Neural Network and 3D Point Cloud.

.- Safety Zone and Its Utilization in Collision Avoidance Control of Industrial Robot.

.- Entropy of Interval Type-2 Fuzzy Sets and Its Application in Image Segmentation.

.- An Improved Algorithm for Facial Image Restoration Based on GAN.

.- A Study of PyTorch-Based Algorithms for Handwritten Digitm Recognition.

.- A High-Quality Video Reconstruction Optimization System Based on Compressed Sensing.

.- Conv and Efficient Multi-Scale Attention Module for YOLOv5.

.- BRA-YOLO: Object Detection Algorithm with Bi-level Routing Attention for YOLOv5.

.- A Pest Detection Algorithm Based on Improved YOLO.

.- Improving Interactive Differential Evolution for Cartoon Face Image Combination.

.- Mask Reconstruction Augmentation and Attention Aggregation for Stereo Matching.

.- Machine Learning and Its Applications.

.- Construction of an Intelligent Salary Prediction Model and Analysis of BP Neural Network Applications.

.- Human Action Recognition Classification Based on 3D CNN Deep Learning.

.- A KNN Algorithm Based on Mixed Normalization Factors.

.- Modified Carnivorous Plant Algorithm Based on L´evy Flight for Enhancing the BP Model.

.- CR-IFSSL: Imbalanced Federated Semi-Supervised Learning with Class Rebalancing.

.- Kernel Fence GAN:Unsupervised Anomaly Detection Model Based on Kernel Function.

.- A News Recommendation Approach Based on the Fusion of Attention Mechanism and User's Long and Short Term Preferences.

.- Research of the Three-dimensional Spatial Orientation for Non-Visible Area Based on RSSI.

.- Collaborative Filtering Recommendation Algorithm Based on Improved KMEANS.

.- Emotion Analysis of Weibo Based on Long Short-Term Memory Neural Network.

.- Human Flow Prediction Model Based on Graph Convolutional Recurrent Neural Network.