Intelligence Computation and Applications [E-Book] : 14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023, Revised Selected Papers, Part I /

Intelligence Computation and Applications [E-Book] : 14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023, Revised Selected Papers, Part I / edited by Kangshun Li, Yong Liu.

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 revi...

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Li, Kangshun, editor
Liu, Yong, editor
1st edition 2024.
Singapore : Springer, 2024
XVIII, 473 pages 205 illustrations, 144 illustrations in color (online resource)
englisch
9789819743933
10.1007/978-981-97-4393-3
Communications in Computer and Information Science ; 2146
Application software.
Artificial intelligence.
Computer engineering.
Computer networks .
Computer science -- Mathematics.
Computer vision.
Image processing -- Digital techniques.



  • 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.