Artificial Intelligence and Optimization Techniques for Smart Information System Generations
暫譯: 智慧資訊系統生成的人工智慧與優化技術
Ali, Aleem, Chakraborty, Rajdeep, Alharbe, Nawaf
- 出版商: CRC
- 出版日期: 2025-03-28
- 售價: $7,550
- 貴賓價: 9.5 折 $7,173
- 語言: 英文
- 頁數: 304
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032717033
- ISBN-13: 9781032717036
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相關分類:
Machine Learning、DeepLearning、地理資訊系統 Gis
海外代購書籍(需單獨結帳)
相關主題
商品描述
The text comprehensively focusses on the use of artificial intelligence and optimization techniques for creating smart information systems.
- Focuses on extracting information from blockchain repository using artificial intelligence and machine learning algorithms
- Presents deep learning models to identify and locate objects within images and videos, making it possible for machines to perform tasks such as self-driving cars, surveillance, and robotics
- Discusses artificial intelligence and optimization techniques for geographic information system (GIS) generation such as spatial data processing
- Covers artificial intelligence algorithms such as dimensionality, distance metrics, clustering, error calculation, hill climbing, and linear regression
- Illustrates topics such as image recognition, natural language processing, fraud detection, information system security, and intrusion detection system
商品描述(中文翻譯)
這段文字全面聚焦於使用人工智慧和優化技術來創建智慧資訊系統。
- 專注於利用人工智慧和機器學習演算法從區塊鏈資料庫中提取資訊
- 提出深度學習模型以識別和定位圖像及視頻中的物體，使機器能夠執行自駕車、監控和機器人等任務
- 討論用於地理資訊系統（GIS）生成的人工智慧和優化技術，例如空間數據處理
- 涵蓋人工智慧演算法，如維度、距離度量、聚類、誤差計算、爬山演算法和線性回歸
- 說明圖像識別、自然語言處理、詐騙檢測、資訊系統安全和入侵檢測系統等主題
作者簡介
Aleem Ali is presently working as a professor, in the Department of Computer Science and Engineering, at Chandigarh University, Punjab, India. He has published more than forty research papers in journals and conferences of national and international repute. His areas of research interest include the Internet of Things, machine learning techniques, wireless networks, network security, cryptography, and data mining.
Rajdeep Chakraborty is currently working as a professor, in the Department of Computer Science and Engineering, at Medi-Caps University, Indore, MP, India. He has more than twenty years of research and academic experience. He has publications in reputed international journals and conferences. He also has written an authored book on hardware cryptography. His field of interest is mainly in cryptography and computer security.
Nawaf R. Alharbe is presently working as a professor, college of computer science and engineering, dept. of AI & DS, at Taibah University, Madinah, Saudi Arabia. He is an esteemed visiting professor, in the faculty of computing, engineering, and sciences, at Staffordshire University, United Kingdom. He has published research papers in journals and conferences of national and international repute. His areas of research interest include the Internet of Things, network communication, sensor technology, network security, wireless communications, computer networking, and cloud computing.
作者簡介(中文翻譯)
Aleem Ali 目前在印度旁遮普的昌迪加爾大學計算機科學與工程系擔任教授。他在國內外知名期刊和會議上發表了四十多篇研究論文。他的研究興趣包括物聯網、機器學習技術、無線網絡、網絡安全、密碼學和數據挖掘。
Rajdeep Chakraborty 目前在印度中央邦的梅迪卡普斯大學計算機科學與工程系擔任教授。他擁有超過二十年的研究和學術經驗，並在知名的國際期刊和會議上發表過論文。他還撰寫了一本有關硬體密碼學的專著。他的研究領域主要集中在密碼學和計算機安全。
Nawaf R. Alharbe 目前在沙烏地阿拉伯麥地那的泰巴大學計算機科學與工程學院人工智慧與數據科學系擔任教授。他是英國斯塔福德郡大學計算、工程與科學學院的受尊敬的客座教授。他在國內外知名期刊和會議上發表了研究論文。他的研究興趣包括物聯網、網絡通信、傳感器技術、網絡安全、無線通信、計算機網絡和雲計算。
