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Computational intelligence and industrial applications11th International Symposium, ISCIIA 2024, Beijing, China, November 1-5, 2024, proceedings.Part II /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Computational intelligence and industrial applicationsedited by Bin Xin ... [et al.].
其他題名:	11th International Symposium, ISCIIA 2024, Beijing, China, November 1-5, 2024, proceedings.
其他題名:	ISCIIA 2024
其他作者:	Xin, Bin.
團體作者:
出版者:	Singapore :Springer Nature Singapore :2025.
面頁冊數:	xix, 337 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Computational intelligenceCongresses.Industrial applications
電子資源:	https://doi.org/10.1007/978-981-96-4756-9
ISBN:	9789819647569$q(electronic bk.)

Computational intelligence and industrial applications11th International Symposium, ISCIIA 2024, Beijing, China, November 1-5, 2024, proceedings.Part II /
Computational intelligence and industrial applications11th International Symposium, ISCIIA 2024, Beijing, China, November 1-5, 2024, proceedings.Part II /[electronic resource] :ISCIIA 2024edited by Bin Xin ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xix, 337 p. :ill., digital ;24 cm. - Communications in computer and information science,24661865-0937 ;. - Communications in computer and information science ;229..

-- Analysis of Machine Learning Models for Stroke Prediction with Emphasis on Hyperparameter Tuning Techniques. -- Feasibility study of classification for music preference level based on galvanic skin response (GSR) and photoplethysmogram (PPG) sensor data with machine learning method. -- Development of a Measurement System based on Level of Interest for Providing Human-friendly Services. -- LCFP-RRT : A Robot Exploration Algorithm Based on Local Constrained Sampling and Frontier Prioritization Classification. -- Research on the Optimization of Pathological Section Slide-stainer Machine Layout Model. -- Evaluation of Session Segmentation Methods Using Behavior and Text Embeddings. -- Multi-Agent Reinforcement Learning for Sparse Reward Tasks using Incremental Goal Enhanced Method. -- Research on Sensor Fault Diagnosis Method Based on KPCA-AE Algorithm. -- Microwave Imaging Fusion for Brain Tumours Detection. -- Development an Active-Caster with Differential Mechanism Utilizing a Twisted-Timing-Belt. -- Reconstruction of Missing Data Completely at Random for Trains Based on Improved GAN. -- Speaker Age Recognition based on Convolution and Transformer Fusion Framework. -- TS-VAT: Efficient Deployment of Teacher-Student Framework in Visual Active Tracking. -- A Preliminary Study of Indicator-based Genetic Programming for Multi-objective Dynamic Flexible Scheduling. -- Cooperative Agentic Framework for Enhanced Function Calling. -- Explainability of CNN Classification Models Using CycleGAN and Their Application to Medical Imaging. -- Designing Message Exchange Limits in Distributed Ship Collision Avoidance Systems. -- Mixture of Experts based Scenario Prediction for Motion Forecasting. -- Vulnerability Verification in Robot Control Using Decision Transformer. -- Robustness Verification of Decision Transformer with Varying Noise-Augmented Data Ratios in Atari Games. -- Solving the Stochastic Resource Allocation Problem through an Adaptive Variable Neighborhood Search Algorithm. -- Research on rice grain detection method based on MATLAB image processing. -- Two Time Scale Partial Unknown Dynamics System Tracking Control Based On Off-policy Inverse Reinforcement Learning. -- MFTCP: Multiple Factors based Test Case Prioritization. -- Efficient and Accurate Point Cloud Registration with Sparsepoint Transformer for Landslide Detection.

This two-volume set CCIS 2465-2466, constitutes of the proceedings of 11th International Symposium on Computational Intelligence and Industrial Applications, ISCIIA 2024, held in Beijing, China, during November 1-5, 2024. The 55 full papers and 5 short papers included in this volume were carefully reviewed and selected from 135 submissions. The topics cover the following fields connected to computational intelligence and intelligent informatics: intelligent information processing, pattern recognition and computer vision, intelligent optimization and decision-making, advanced control, multi-agent systems, robotics and various applications of computational intelligence methods such as neural networks, fuzzy reasoning, evolutionary computing, machine learning and deep learning.

ISBN: 9789819647569$q(electronic bk.)

Standard No.: 10.1007/978-981-96-4756-9doiSubjects--Topical Terms:

442637
Computational intelligence
--Industrial applications--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Computational intelligence and industrial applications11th International Symposium, ISCIIA 2024, Beijing, China, November 1-5, 2024, proceedings.Part II /
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