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Titlebook: Neural Computing for Advanced Applications; 5th International Co Haijun Zhang,Xianxian Li,Qian He Conference proceedings 2025 The Editor(s)

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发表于 2025-3-21 19:47:56 | 显示全部楼层 |阅读模式
书目名称Neural Computing for Advanced Applications
副标题5th International Co
编辑Haijun Zhang,Xianxian Li,Qian He
视频video
丛书名称Communications in Computer and Information Science
图书封面Titlebook: Neural Computing for Advanced Applications; 5th International Co Haijun Zhang,Xianxian Li,Qian He Conference proceedings 2025 The Editor(s)
描述.This book constitutes the refereed proceedings of the 5th International Conference on Neural Computing for Advanced Applications, NCAA 2024, held in Guilin, China, during July 5–7, 2024...The 89 revised full papers presented in these proceedings were carefully reviewed and selected from 227 submissions. The papers are organized in the following topical sections:..Part I: Neural network (NN) theory, NN-based control systems, neuro-system integration and engineering applications; Computer vision, and their engineering applications...Part II: Computational intelligence, nature-inspired optimizers, their engineering applications, and benchmarks...Part III: Natural language processing, knowledge graphs, recommender systems, multimodal Deep Learning, and their applications; Fault diagnosis and forecasting, prognostic management, Time-series analysis, and cyber-physical system security..
出版日期Conference proceedings 2025
关键词Neural networks; Machine learning algorithms; Computer vision; Data mining; Natural language processing;
版次1
doihttps://doi.org/10.1007/978-981-97-7004-5
isbn_softcover978-981-97-7003-8
isbn_ebook978-981-97-7004-5Series ISSN 1865-0929 Series E-ISSN 1865-0937
issn_series 1865-0929
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
The information of publication is updating

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发表于 2025-3-21 23:57:16 | 显示全部楼层
Conference proceedings 2025s, their engineering applications, and benchmarks...Part III: Natural language processing, knowledge graphs, recommender systems, multimodal Deep Learning, and their applications; Fault diagnosis and forecasting, prognostic management, Time-series analysis, and cyber-physical system security..
发表于 2025-3-22 01:18:25 | 显示全部楼层
发表于 2025-3-22 07:48:19 | 显示全部楼层
Dual-Population Adaptive Strategy Comprehensive Learning Particle Swarm Optimization017 standard benchmark tests have shown that DPAS-CLPSO significantly outperforms several well-known algorithms in both 30D and 50D problem spaces. Lastly, the effectiveness of the algorithm in solving complex optimization problems is also underscored by statistical validation through rank sum tests.
发表于 2025-3-22 11:06:02 | 显示全部楼层
Application of Machine Learning in Enterprise Financial Risk Assessment: A Study About China’s A-ShaM, which adds time-series factors, performs poorly, which is speculated that it may be related to the incompatibility of the characteristics of the financial data, the reliance on the time-series features, and the need for financial fine features. (ii) Audit opinion, Net Profit and ROA are key influencing factors.
发表于 2025-3-22 16:36:19 | 显示全部楼层
Optimization of Rural Integrated Energy System with Shared Energy Storage on Multiple-TimescalesS case analysis from Shandong Province was conducted, demonstrating that the proposed method held economic and environmental significance. Moreover, this paper provided valuable guidance for future IES research endeavors.
发表于 2025-3-22 18:09:05 | 显示全部楼层
Unmanned Combat Aerial Vehicle Air Combat Decision-Making Method Based on Trust Region-Based Proximamulti-agent simulation environment, this paper verifies the effectiveness and practicability of the proposed method in simulating red-blue confrontation. Experimental results show that the TR-PPO-RB method can effectively guide the UCAV to make air combat decisions and improve the air combat rate significantly.
发表于 2025-3-22 22:09:41 | 显示全部楼层
A Decision-Making Method Combining Multi-granularity Rough Set and VIKOR Methodd of particle weight is combined with the VIKOR method, and a decision-making method combining multi-granularity rough set and VIKOR method is proposed. Finally, through case analysis and comparison with other methods, the objectivity and accuracy of the method are verified.
发表于 2025-3-23 02:48:26 | 显示全部楼层
发表于 2025-3-23 09:02:39 | 显示全部楼层
Path Planning of Mobile Robot with Improved RRT Algorithm, long calculation time, and uneven path. This paper proposes an enhanced algorithm that takes map information, starting and ending coordinates as inputs, and outputs an optimized smooth path to address the shortcomings of the original algorithm. This algorithm uses a low-discrepancy Sobol sequence
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