Innovations and Advances in Cognitive Systems: Iciacs 2025, Volume 2
暫譯: 認知系統的創新與進展:Iciacs 2025,第2卷
Ragavendiran, S. D. Prabu, Pavaloaia, Vasile Daniel, Mekala, M. S.
- 出版商: Springer
- 出版日期: 2025-10-02
- 售價: $8,650
- 貴賓價: 9.5 折 $8,218
- 語言: 英文
- 頁數: 492
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031977122
- ISBN-13: 9783031977121
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相關分類:
DeepLearning、GAN 生成對抗網絡、Maker
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商品描述
This book presents a set of applied AI research from industries like intelligent agriculture, robotics, smart healthcare, digital security, and human-computer interaction, reflecting the recent research innovations, where deep learning, generative AI, IoT, and federated learning are merging to design intelligent, adaptive, and human-centric systems. Notable contributions include autonomous laboratory assistants, emotion recognition generative models, synthetic data generation frameworks, intelligent sign language translation, GPS-based EV charging, and AI-based mental health evaluation. With applications in the real world varying from crop disease detection to bank fraud detection, the number of contributions witness the revolutionary nature of cognitive systems.
This book provides an engaging insight into the technologies propelling the next generation of intelligent, robust, and responsive systems.
商品描述(中文翻譯)
本書介紹了一系列來自智能農業、機器人技術、智慧醫療、數位安全和人機互動等行業的應用人工智慧研究,反映了近期的研究創新,其中深度學習、生成式人工智慧、物聯網和聯邦學習正在融合,以設計智能、適應性強且以人為中心的系統。值得注意的貢獻包括自主實驗室助手、情感識別生成模型、合成數據生成框架、智能手語翻譯、基於GPS的電動車充電以及基於人工智慧的心理健康評估。這些應用在現實世界中涵蓋了從作物疾病檢測到銀行詐騙檢測,貢獻的數量見證了認知系統的革命性特質。本書提供了對推動下一代智能、穩健且具反應能力系統的技術的引人入勝的洞察。