Next-Generation Computational Intelligence: Trends and Technologies
暫譯: 下一代計算智能:趨勢與技術
Mahajan, Shubham, de Vasconcelos, José Braga
- 出版商: Springer
- 出版日期: 2025-09-27
- 售價: $8,650
- 貴賓價: 9.5 折 $8,218
- 語言: 英文
- 頁數: 413
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031968700
- ISBN-13: 9783031968709
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
Next-Generation Computational Intelligence: Trends and Technologies explores the transformative potential of advanced computational intelligence (CI) methods and their application across modern industries. With the rapid evolution of artificial intelligence, machine learning, and deep learning frameworks, this book provides a comprehensive overview of emerging CI trends and their role in shaping intelligent decision-making systems, automation, and data-driven innovation.
Contributors from academia and industry present cutting-edge research on neural networks, fuzzy systems, evolutionary algorithms, and hybrid intelligent systems, emphasizing real-world applications in domains such as healthcare, finance, smart manufacturing, cybersecurity, and intelligent transportation. The book also addresses challenges in scalability, interpretability, and sustainability, offering critical insights for researchers, practitioners, and policy-makers.
As part of the Information Systems Engineering and Management series, this volume serves as an essential resource for graduate students, researchers, engineers, and professionals seeking to harness the power of next-generation CI to drive digital transformation and competitive advantage.
商品描述(中文翻譯)
《下一代計算智慧:趨勢與技術》探討了先進計算智慧(Computational Intelligence, CI)方法的變革潛力及其在現代產業中的應用。隨著人工智慧、機器學習和深度學習框架的快速演變,本書提供了新興CI趨勢的全面概述,以及它們在塑造智能決策系統、自動化和數據驅動創新中的角色。
來自學術界和業界的貢獻者們展示了關於神經網絡、模糊系統、演化算法和混合智能系統的前沿研究,強調在醫療保健、金融、智慧製造、網絡安全和智能交通等領域的實際應用。本書還探討了可擴展性、可解釋性和可持續性方面的挑戰,為研究人員、實務工作者和政策制定者提供了重要的見解。
作為《資訊系統工程與管理》系列的一部分,本卷是研究生、研究人員、工程師和專業人士尋求利用下一代CI推動數位轉型和競爭優勢的重要資源。