Bio-Inspired Computing: Theories and Applications (eBook, PDF)

19th International Conference, BIC-TA 2024, Suzhou, China, December 20-22, 2024, Revised Selected Papers, Part I
Redaktion: Pan, Linqiang; Lin, Jianqing; Wu, Tingfang

• Format: PDF

Produktbeschreibung

The two-volume set CCIS 2530 and 2531 constitutes the refereed post-conference proceedings of the 19th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2024, held in Suzhou, China, during December 20-22, 2024.

The 41 full papers presented in these proceedings were carefully reviewed and selected from 139 submissions. The papers are organized in the following topical sections: Neural Computing, Evolutionary Computation, Bio-inspired Computing, and Applications.

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 288
• Erscheinungstermin: 23. August 2025
• Englisch
• ISBN-13: 9789819695829
• Artikelnr.: 75269359

Inhaltsangabe

.- Neural Computing :

.- Online Detection Method for Burst Bead Bubble Defects Based on ResNet.
.- Incremental Learning for Rolling Bearing Fault Diagnosis Using an Adaptive Network Channel
Module.
.- Segmentation of Hepatic Vessels with Deep Neural Network.
.- Temperature Prediction of Lithium Battery Packs Based on an Improved Convolutional Long
Short-Term Memory Network.
.- Self-adaptive Collaborative Ensemble Learning for Medical Image Classification.
.- Adaptive Attention Mechanism Based on Dynamic Event Priority for Highway Surveillance.
.- Protein-Protein Contact Prediction using Structure-Informed Sequences and Protein Language
Models.
.- A Memristive Circuit Based on Q-learning and Operant Conditioning.

.-Evolutionary Computation:

.- A Hybrid Feature Construction and Feature Selection Approach Using Genetic Programming and
Whale Optimization Algorithm.
.- Dual-Population Co-Sampling Algorithm for Large-Scale Multi-Objective Optimization.
.- DNA Image Encryption Based on Chaotic Multi-Objective Particle Swarm Optimization.
.- A Knee Solution-Based Membrane-Inspired Evolutionary Algorithm for Multi-objective Multi-task
Optimization.
.- in-Archive Interval Many-Objective Optimization Algorithm for Multi-Wireless-Charging Vehicle Scheduling Problem.
.- Research on Multi-center Vehicle Scheduling Problem based on Improved Hybrid Algorithm.
.- Enhanced Comprehensive Learning Particle Swarm Optimization with Local Search.
.- An Evolutionary Method Combining with Isolation Forest for Anomaly Detection on High Dimensional Data.
.- Multi-strategy Improved Sparrow Search Algorithm and Its Application.
.- Traditional Chinese Medicine Prescription by Evolutionary Optimization.
.- Evolutionary Multi-objective Design of Growth-Coupled Microbial Cell Factories.
.- Vehicle Scheduling Optimization with Capacity Constraints Based on Improved Particle Swarm
Algorithm.