Computational Intelligent Systems: Applications of AI and Machine Learning
暫譯: 計算智能系統：人工智慧與機器學習的應用
Uddin, M. Irfan, Aziz, Furqan, Jafari, Hossain
- 出版商: Springer
- 出版日期: 2026-01-29
- 售價: $9,240
- 貴賓價: 9.5 折 $8,778
- 語言: 英文
- 頁數: 411
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9819522110
- ISBN-13: 9789819522118
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相關分類:
Machine Learning、DeepLearning
海外代購書籍(需單獨結帳)
商品描述
This book contains select chapters on a broad spectrum of topics on artificial intelligence, machine learning, and computational methodologies. Presented at the 3rd International Conference on Computational Intelligent Systems (ICCIS2024), held at Kohat University of Science and Technology (KUST), Kohat, Pakistan, from 2 to 3 December 2024, it contains 27 chapters. Each chapter offers insightful perspectives on tackling real-world challenges through intelligent algorithms and systems, from optimizing traffic management in smart cities and enhancing healthcare diagnostics with machine learning to advancing information security and leveraging quantum deep learning for innovative applications. The book explores practical implementations, such as intelligent sensors for highway monitoring, adaptive systems for residential energy efficiency, and groundbreaking technologies for human-computer interaction. It provides a detailed analysis of the potential of computational intelligent systems to address complex issues across diverse domains, including healthcare, robotics, cybersecurity, and e-agriculture. The book is designed for researchers, students, and practitioners encapsulating the latest research findings and methodologies in the evolving landscape of intelligent systems. Whether understanding the theoretical concepts or exploring hands-on applications, readers will find this book a valuable resource for understanding the cutting-edge developments shaping the future of computational intelligence.
商品描述(中文翻譯)
本書包含有關人工智慧、機器學習和計算方法論的廣泛主題的選定章節。該書於2024年12月2日至3日在巴基斯坦科哈特的科哈特科技大學（KUST）舉行的第三屆國際計算智能系統會議（ICCIS2024）上發表，共有27個章節。每個章節都提供了透過智能算法和系統解決現實世界挑戰的深刻見解，涵蓋了從優化智慧城市的交通管理、利用機器學習提升醫療診斷，到推進資訊安全和利用量子深度學習進行創新應用等主題。
本書探討了實際應用，例如用於高速公路監控的智能感測器、用於住宅能源效率的自適應系統，以及人機互動的突破性技術。它詳細分析了計算智能系統在解決各種領域（包括醫療保健、機器人技術、網絡安全和電子農業）複雜問題的潛力。本書旨在為研究人員、學生和實務工作者提供最新的研究成果和方法論，涵蓋智能系統不斷演變的領域。無論是理解理論概念還是探索實作應用，讀者都會發現本書是理解塑造計算智能未來的前沿發展的重要資源。
作者簡介
M. Irfan Uddin is Assistant Professor in the Institute of Computing, Kohat University of Science and Technology, Kohat, Khyber Pakhtunkhwa, Pakistan. He has received his education in computer science and has more than 19 years of teaching and research experience in prestigious organizations. Author of two books, he has published more than 100 research papers in international journals and conferences. He has participated in multiple international research projects and secured a patent from the United States Patent and Trademark Office. Furqan Aziz is Lecturer in the School of Computing and Mathematical Sciences at the University of Leicester, since 2022. Earlier, he served as Research Fellow at the Institute of Cancer and Genomic Sciences, University of Birmingham, UK. He holds a Ph.D. in Computer Science from the University of York, UK. His research focuses on spectral graph theory, complex networks, machine learning, and bioinformatics, combining computational methods and theoretical frameworks to address challenges in data analysis and biological systems. Hossein Jafari is Distinguished Professor in the Department of Mathematics at the University of South Africa. His expertise spans fractional differential equations, Lie symmetry, and bio-mathematics. His research bridges theoretical and applied mathematics, driving innovation in solving complex scientific and engineering problems. He is the author of several papers in prestigious journals and conferences.
作者簡介(中文翻譯)
M. Irfan Uddin 是巴基斯坦開哈特科技大學計算機學院的助理教授。他在計算機科學領域接受教育，並在多家知名機構擁有超過19年的教學和研究經驗。他是兩本書的作者，並在國際期刊和會議上發表了超過100篇研究論文。他參與了多個國際研究項目，並從美國專利商標局獲得了一項專利。
Furqan Aziz 自2022年起擔任萊斯特大學計算與數學科學學院的講師。此前，他在英國伯明翰大學癌症與基因組科學研究所擔任研究員。他擁有英國約克大學的計算機科學博士學位。他的研究專注於光譜圖論、複雜網絡、機器學習和生物信息學，結合計算方法和理論框架來解決數據分析和生物系統中的挑戰。
Hossein Jafari 是南非大學數學系的特聘教授。他的專業領域包括分數微分方程、李對稱性和生物數學。他的研究橋接了理論數學和應用數學，推動了解決複雜科學和工程問題的創新。他在多個知名期刊和會議上發表了多篇論文。
