Bio-Inspired Computing: Theories and Applications : 19th International Conference, BIC-TA 2024, Suzhou, China, December 20-22, 2024, Revised Selected Papers, Part I (Communications in Computer and Information Science)

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Bio-Inspired Computing: Theories and Applications : 19th International Conference, BIC-TA 2024, Suzhou, China, December 20-22, 2024, Revised Selected Papers, Part I (Communications in Computer and Information Science)

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  • 製本 Paperback:紙装版/ペーパーバック版／ページ数 266 p.
  • 言語 ENG
  • 商品コード 9789819695812

Full Description

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.

Contents

.- 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.

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