Soft Computing Models in Industrial and Environmental Applications: 20th International Conference, Soco 2025, Salamanca, Spain, October 16-17, 2025, P
暫譯: 工業與環境應用中的軟計算模型:第20屆國際會議,SOCO 2025,西班牙薩拉曼卡,2025年10月16-17日
Corchado, Emilio, Quintián, Héctor, Troncoso Lora, Alicia
- 出版商: Springer
- 出版日期: 2026-06-16
- 售價: $3,650
- 貴賓價: 9.5 折 $3,467
- 語言: 英文
- 頁數: 657
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3032197627
- ISBN-13: 9783032197627
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相關分類:
Machine Learning
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商品描述
This book constitutes the proceedings of the 20th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2025, held in Salamanca, Spain, during October 16-17, 2025.
The 60 full papers included in this volume were carefully reviewed and selected from 133 submissions. The papers cover the following topical sections: Optimization, Metaheuristics and Applied Math; Deep Learning for Environmental, Energy and Bio-Vision Applications; Anomaly Detection and Predictive Maintenance. The papers also include the following special sessions: Time Series Forecasting in Industrial and Environmental Applications; Efficiency and Explainability in Machine Learning and Soft Computing; Intelligent Techniques Applied to Modelling and Control in Engineering focused on marine energy systems and robotics; Quantum Computing; EUropean Transnational Educational; and Machine Learning and Computer Vision in Industry 4.0.
商品描述(中文翻譯)
本書為第20屆國際軟計算模型在工業與環境應用會議(SOCO 2025)的會議論文集,會議於2025年10月16日至17日在西班牙薩拉曼卡舉行。
本卷收錄的60篇完整論文經過仔細審核和選擇,來自133篇投稿。這些論文涵蓋以下主題區域:優化、元啟發式演算法與應用數學;環境、能源及生物視覺應用的深度學習;異常檢測與預測性維護。論文中還包括以下特別會議:工業與環境應用中的時間序列預測;機器學習與軟計算中的效率與可解釋性;應用於工程建模與控制的智能技術,專注於海洋能源系統與機器人技術;量子計算;歐洲跨國教育;以及工業4.0中的機器學習與計算機視覺。