Research Advances in Intelligent Computing: Volume 3
暫譯: 智能計算研究進展：第三卷

Verma, Anshul, Verma, Pradeepika

Research Advances in Intelligent Computing: Volume 3
  • 出版商: CRC
  • 出版日期: 2026-05-21
  • 售價: $6,520
  • 貴賓價: 9.5 折 $6,194
  • 語言: 英文
  • 頁數: 446
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1041145160
  • ISBN-13: 9781041145165
  • 相關分類: Machine Learning

    • 尚未上市，無法訂購

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商品描述

As computers and intelligent machines evolve at an unprecedented pace, the quest to replicate human intelligence in software and systems has become a defining challenge of our time. Research Advances in Intelligent Computing: Volume 3 explores this dynamic field, where artificial intelligence (AI) and computational models converge to create systems capable of learning, reasoning, and problem-solving. Drawing inspiration from human cognition, intelligent computing (IC) integrates AI techniques such as machine learning, neural networks, deep learning, evolutionary algorithms, and swarm intelligence to build adaptive, efficient, and autonomous systems. These technologies are now at the heart of innovations across disciplines - from robotics and natural language processing to agriculture, medicine, and economics. This book presents a comprehensive view of the latest advancements in intelligent computing, offering both foundational knowledge and practical insights. It is designed to serve as a valuable resource for students, researchers, and professionals seeking to understand and apply IC techniques in real-world scenarios.

  • Showcases recent, impactful applications of intelligent computing across diverse domains, supported by detailed case studies.
  • Offers deep insights into the latest research developments and outlines promising areas for future exploration in intelligent computing.
  • Combines theoretical foundations with algorithmic, simulation-based, and implementation-oriented research to provide a holistic understanding of IC systems.
  • Balances foundational theory for beginners with practical simulations and real-life implementations for intermediate and advanced readers.

商品描述(中文翻譯)

隨著電腦和智能機器以空前的速度演進，複製人類智慧於軟體和系統中的追求已成為我們這個時代的定義性挑戰。《智能計算研究進展：第三卷》探討了這個動態領域，在這裡，人工智慧（AI）和計算模型交匯，創造出能夠學習、推理和解決問題的系統。智能計算（IC）受到人類認知的啟發，整合了機器學習、神經網絡、深度學習、進化算法和群體智慧等AI技術，以構建自適應、高效和自主的系統。這些技術如今已成為各個學科創新的核心——從機器人技術和自然語言處理到農業、醫學和經濟學。本書提供了智能計算最新進展的全面視角，既提供基礎知識，也提供實用見解。它旨在成為學生、研究人員和專業人士理解和應用IC技術於現實場景中的寶貴資源。

- 展示智能計算在多個領域的近期影響力應用，並附有詳細的案例研究。
- 提供對最新研究發展的深入見解，並概述智能計算未來探索的有前景領域。
- 將理論基礎與算法、基於模擬的研究和實施導向的研究相結合，以提供對IC系統的整體理解。
- 為初學者平衡基礎理論，並為中級和高級讀者提供實用模擬和現實實施的內容。

作者簡介

Anshul Verma received his M.Tech. and Ph.D. degrees in Computer Science and Engineering from ABV-Indian Institute of Information Technology and Management (IIITM), Gwalior, India. He pursued his postdoctoral research at the Indian Institute of Technology (IIT) Kharagpur, India. He is currently serving as an Assistant Professor in the Department of Computer Science, Institute of Science, Banaras Hindu University (BHU), Varanasi, India, with over 10 years of academic and research experience. Prior to joining BHU, he was associated with the Department of Computer Science and Engineering at Motilal Nehru National Institute of Technology (MNNIT) Allahabad and the National Institute of Technology (NIT) Jamshedpur as a faculty member. His research interests span Cloud Computing, Distributed Systems, Mobile Ad-hoc Networks, and Formal Verification. He has successfully organized four editions of the International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC) as General Chair and Convener since 2021. He has published extensively in renowned journals, books, and conferences. He is currently leading three externally funded and three institutionally funded research projects as Principal Investigator/Co-Principal Investigator. He also contributes actively to the academic publishing community, serving as an Associate Editor of the Journal of Scientific Research of the Banaras Hindu University and as an Editorial Board Member of Scientific Reports of Springer.

Pradeepika Verma received her Ph.D. degree in Computer Science and Engineering from the Indian Institute of Technology (ISM) Dhanbad, India. She has received M.Tech in Computer Science and Engineering from Banasthali University, Rajasthan, India. Currently, she is working as a Faculty Fellow in Technical Innovation Hub at Indian Institute of Technology, Patna, India. She has worked as a Post-Doctoral Fellow in Department of Computer Science and Engineering at Indian Institute of Technology (BHU), Varanasi, India. She has also worked as an Assistant Professor in the Department of Computer Science and Engineering at Pranveer Singh Institute of Technology, Kanpur, India, and as a Faculty Member in the Department of Computer Application at the Institute of Engineering and Technology, Lucknow, India. Her current research interests include Natural Language Processing, Optimization Approaches, Artificial Intelligence, Cloud Computing, and Distributed Systems.

作者簡介(中文翻譯)

Anshul Verma 於印度瓜爾雅的 ABV-印度信息技術與管理學院 (IIITM) 獲得計算機科學與工程的碩士及博士學位。他在印度理工學院 (IIT) 卡哈爾古爾進行了博士後研究。目前，他在印度瓦拉納西的班納拉斯印度大學 (BHU) 計算機科學系擔任助理教授，擁有超過 10 年的學術和研究經驗。在加入 BHU 之前，他曾在阿拉哈巴德的莫蒂拉爾·尼赫魯國立技術學院 (MNNIT) 和詹姆謝德布爾的國立技術學院 (NIT) 擔任教職。他的研究興趣涵蓋雲計算、分散式系統、移動自組網和形式驗證。自 2021 年以來，他作為總主席和召集人成功組織了四屆國際先進網絡技術與智能計算會議 (ANTIC)。他在知名期刊、書籍和會議上發表了大量論文。目前，他作為主要研究者/共同主要研究者領導三個外部資助和三個機構資助的研究項目。他還積極參與學術出版界，擔任班納拉斯印度大學科學研究期刊的副編輯，以及施普林格的科學報告編輯委員會成員。

Pradeepika Verma 於印度丹巴德的印度理工學院 (ISM) 獲得計算機科學與工程的博士學位。她在印度拉賈斯坦邦的巴納斯塔利大學獲得計算機科學與工程的碩士學位。目前，她在印度理工學院 (IIT) 巴特那的技術創新中心擔任教學研究員。她曾在印度瓦拉納西的印度理工學院 (BHU) 計算機科學與工程系擔任博士後研究員。她還曾在印度坎普爾的普蘭維爾·辛格技術學院計算機科學與工程系擔任助理教授，以及在印度勒克瑙的工程與技術學院計算機應用系擔任教職。她目前的研究興趣包括自然語言處理、優化方法、人工智慧、雲計算和分散式系統。

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