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Bio-inspired computing : theories and applications19th international conference, BIC-TA 2024, Suzhou, China, December 20-22, 2024, revised selected papers.Part I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Bio-inspired computing : theories and applicationsedited by Linqiang Pan, Tingfang Wu, Jianqing Lin.
其他題名:	19th international conference, BIC-TA 2024, Suzhou, China, December 20-22, 2024, revised selected papers.
其他作者:	Pan, Linqiang.
團體作者:
出版者:	Singapore :Springer Nature Singapore :2025.
面頁冊數:	xix, 288 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Natural computationCongresses.
電子資源:	https://doi.org/10.1007/978-981-96-9582-9
ISBN:	9789819695829$q(electronic bk.)

Bio-inspired computing : theories and applications19th international conference, BIC-TA 2024, Suzhou, China, December 20-22, 2024, revised selected papers.Part I /
Bio-inspired computing : theories and applications19th international conference, BIC-TA 2024, Suzhou, China, December 20-22, 2024, revised selected papers.Part I /[electronic resource] :edited by Linqiang Pan, Tingfang Wu, Jianqing Lin. - Singapore :Springer Nature Singapore :2025. - xix, 288 p. :ill., digital ;24 cm. - Communications in computer and information science,25301865-0937 ;. - Communications in computer and information science ;229..

-- 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.

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.

ISBN: 9789819695829$q(electronic bk.)

Standard No.: 10.1007/978-981-96-9582-9doiSubjects--Topical Terms:

450957
Natural computation
--Congresses.

LC Class. No.: QA76.9.N37 / I58 2024

Dewey Class. No.: 006.38

Bio-inspired computing : theories and applications19th international conference, BIC-TA 2024, Suzhou, China, December 20-22, 2024, revised selected papers.Part I /
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505 0 $a -- 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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