Swarm Intelligence and Evolutionary Computation: Theory, Advances and Applications in Machine Learning and Deep Learning

Kouziokas, Georgios

Swarm Intelligence and Evolutionary Computation: Theory, Advances and Applications in Machine Learning and Deep Learning
  • 出版商: CRC
  • 出版日期: 2024-10-07
  • 售價: $2,410
  • 貴賓價: 9.5 折 $2,290
  • 語言: 英文
  • 頁數: 204
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032162511
  • ISBN-13: 9781032162515
  • 相關分類: ARM、Machine Learning、DeepLearning

    • 海外代購書籍(需單獨結帳)

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商品描述

This book aims at providing theoretical knowledge in the application of swarm intelligence and evolutionary computation including several recent meta-heuristic algorithms and also providing practical emerging applications in machine learning and deep learning.

商品描述(中文翻譯)

本書旨在提供有關群體智慧和演化計算應用的理論知識，包括幾種最近的元啟發式演算法，並提供在機器學習和深度學習中的實際新興應用。

作者簡介

Georgios N. Kouziokas is a Lecturer at the University of Thessaly, Greece. He holds a Ph.D. in artificial intelligence in decision systems from the University of Thessaly. He holds four Masters of Science (MSc) in: computer science, applied mathematics, education, geographic information systems and environmental spatial analysis and a BSc in computer science.

He serves as an editor in two international journals about the application of artificial intelligence, editorial board member and associate editor in several international journals. He has reviewed for more than 60 international journals. He was awarded with the Emerging Scholar Award 2018 by the University of Illinois, USA for his Ph.D. achievements. Also, he was awarded with the Top Peer Reviewer Award 2018, 2019 by Publons organization, part of Web of Science.

He has more than 45 publications in peer-reviewed international scientific journals, book chapters and conference proceedings from major publishers, like Elsevier and Springer. He has served as a member of the organizing committee, program chair in several international conferences. His major research areas include work related to Artificial Intelligence, Computational Intelligence and Optimization, Swarm Intelligence, Machine Learning, Deep Learning, Neuro-Fuzzy Logic, Applied Mathematics, Information Systems, Educational Informatics, Environmental Informatics, Data Analysis, AI in Education, AI in Public Management, AI in justice, AI in Image Processing/Remote Sensing - Geographic Information Systems, Robotics, Quantum Artificial Intelligence and Cyber-Security.

作者簡介(中文翻譯)

Georgios N. Kouziokas 是希臘塞薩利大學的講師。他擁有塞薩利大學的人工智慧決策系統博士學位。他擁有四個科學碩士學位（MSc），分別為：計算機科學、應用數學、教育、地理資訊系統及環境空間分析，並擁有計算機科學的學士學位（BSc）。

他擔任兩本關於人工智慧應用的國際期刊的編輯，並在多本國際期刊擔任編輯委員會成員及副編輯。他為超過60本國際期刊進行過審稿。他因其博士學位的成就而獲得美國伊利諾伊大學2018年新興學者獎。此外，他還獲得了Publons組織（Web of Science的一部分）頒發的2018年和2019年最佳同行評審獎。

他在同行評審的國際科學期刊、書籍章節和主要出版商（如Elsevier和Springer）的會議論文中發表了超過45篇文章。他曾擔任多個國際會議的組織委員會成員和程序主席。他的主要研究領域包括與人工智慧、計算智能與優化、群體智能、機器學習、深度學習、神經模糊邏輯、應用數學、資訊系統、教育資訊學、環境資訊學、數據分析、教育中的人工智慧、公共管理中的人工智慧、司法中的人工智慧、影像處理/遙感中的人工智慧、地理資訊系統、機器人技術、量子人工智慧及網絡安全相關的工作。

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