Advances and Applications of Artificial Intelligence & Machine Learning: Proceedings of Icaaaiml 2022 (人工智慧與機器學習的進展與應用:2022年國際人工智慧與機器學習會議論文集)

Unhelkar, Bhuvan, Pandey, Hari Mohan, Agrawal, Arun Prakash

  • 出版商: Springer
  • 出版日期: 2024-11-16
  • 售價: $8,810
  • 貴賓價: 9.5$8,370
  • 語言: 英文
  • 頁數: 802
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9819959764
  • ISBN-13: 9789819959761
  • 相關分類: 人工智慧Machine Learning
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This volume comprises the select peer-reviewed proceedings of the International Conference on Advances and Applications of Artificial Intelligence and Machine Learning 2022 (ICAAAIML 2022). It aims to provide a comprehensive and broad-spectrum picture of state-of-the-art research and development in the areas of artificial intelligence, machine learning, deep learning, and their advanced applications in computer vision and blockchain. It also covers research in core concepts of computers, intelligent system design and deployment, real-time systems, WSN, sensors and sensor nodes, software engineering, image processing, and cloud computing. This volume will provide a valuable resource for those in academia and industry.

商品描述(中文翻譯)

本卷包含2022年國際人工智慧與機器學習進展與應用會議(ICAAAIML 2022)所選擇的同行評審論文集。其目的是提供一個全面且廣泛的視角,展示在人工智慧、機器學習、深度學習及其在計算機視覺和區塊鏈等領域的先進應用方面的最新研究與發展。它還涵蓋了計算機核心概念、智能系統設計與部署、即時系統、無線感測網路(WSN)、感測器及感測器節點、軟體工程、影像處理和雲端計算等領域的研究。本卷將為學術界和產業界的人士提供寶貴的資源。

作者簡介

Bhuvan Unhelker is an accomplished IT professional and Professor of IT at the University of South Florida, USA. He is also the Founding Consultant at MethodScience and a Co-Founder and Director at PlatiFi. He is proficient in business analysis & requirements modeling, software engineering, Big Data strategies, agile processes, mobile business, and green IT. His domain experience is banking, financial, insurance, government, and telecommunications. Dr. Unhelkar has designed, developed, and customized a suite of industrial courses, which are regularly delivered to business executives and IT professionals globally. Dr. Unhelkar's thought leadership is reflected through multiple Cutter Executive Reports, various journals, and more than 25 books. He is a winner of the Computerworld Object Developer Award (1995), Consensus IT Professional Award (2006) and IT Writer Award (2010). He has a Doctorate in the area of "Object Orientation" from the University of Technology, Sydney (1997). he isa Fellow of the Australian Computer Society, a Senior Member of IEEE, a Professional Scrum Master, and a Lifetime Member of the Computer Society of India.

Hari Mohan Pandey is an associate professor in computer science at Edge Hill University, UK. He is specialized in computer science & engineering (undergraduate degree, postgraduate degree and Ph.D.). His research area includes artificial intelligence, soft computing techniques, natural language processing, language acquisition and machine learning algorithms. He is also the author of various books on computer science and engineering. He has published over 80 scientific papers in reputed journals and conferences. He has also served as session chair, leading guest editor and delivered keynotes. He is also a recipient of the prestigious award "The Global Award for the Best Computer Science Faculty of the Year 2015", the award for completing the INDO-US project "GENTLE", award (Certificate of Exceptionalism) from the PrimeMinister of India and award for developing innovative teaching and learning models for higher education.

Arun Prakash Agrawal is currently working as a professor in the Department of computer science and Engineering at Sharda University, Greater Noida, India. He obtained his Master's and Ph.D. in Computer Science and Engineering from Guru Gobind Singh Indraprastha University, New Delhi, India. He has several research papers to his credit in refereed journals and conferences of international and national repute. He has also taught short-term courses at the Swinburne University of Technology, Melbourne, Australia and Amity Global Business School, Singapore. His research interests include machine learning, software testing, artificial intelligence and soft computing. He has rich experience in organizing international conferences and has chaired several sessions in conferences of repute. He is also on the reviewer board of several SCI/Scopus-indexed international journals.

Ankur Choudhary is a professor in the Department of Computer Science and Engineering at Sharda University, Greater Noida, India. He is also the Deputy Director of the Teaching & Learning Centre at Sharda University. He is majoring in Computer Science and Engineering and pursued Ph.D. from the School of ICT, Gautam Buddha University (GBU), Greater Noida, India. His area of research is nature-inspired optimization, artificial intelligence, software engineering, medical image processing and digital watermarking. He has published research papers in various SCI/Scopus-indexed international conferences and journals. He has also organized various special sessions at international conferences, served as session chair and delivered keynotes.

作者簡介(中文翻譯)

Bhuvan Unhelker 是一位成就卓越的資訊科技專業人士,並擔任美國南佛羅里達大學的資訊科技教授。他同時也是 MethodScience 的創始顧問,以及 PlatiFi 的共同創辦人和董事。他精通商業分析與需求建模、軟體工程、大數據策略、敏捷流程、行動商務和綠色資訊科技。他的專業領域包括銀行、金融、保險、政府和電信。Unhelker 博士設計、開發並客製化了一系列工業課程,這些課程定期在全球範圍內提供給商業高管和資訊科技專業人士。Unhelker 博士的思想領導力透過多篇 Cutter Executive Reports、各種期刊以及超過 25 本書籍得以體現。他曾獲得 Computerworld Object Developer Award(1995 年)、Consensus IT Professional Award(2006 年)和 IT Writer Award(2010 年)。他於 1997 年在悉尼科技大學獲得「物件導向」領域的博士學位。他是澳大利亞計算機學會的院士、IEEE 的高級會員、專業 Scrum Master,以及印度計算機學會的終身會員。

Hari Mohan Pandey 是英國 Edge Hill University 的計算機科學副教授。他專攻計算機科學與工程(本科、研究生學位及博士學位)。他的研究領域包括人工智慧、軟計算技術、自然語言處理、語言習得和機器學習演算法。他也是多本計算機科學與工程書籍的作者,並在知名期刊和會議上發表了超過 80 篇科學論文。他曾擔任會議主席、特邀編輯並發表主題演講。他還獲得了 2015 年「全球最佳計算機科學教師獎」、完成印度-美國項目「GENTLE」的獎項、印度總理頒發的卓越證書,以及為高等教育開發創新教學與學習模式的獎項。

Arun Prakash Agrawal 目前在印度大諾伊達的 Sharda University 計算機科學與工程系擔任教授。他在印度新德里的 Guru Gobind Singh Indraprastha University 獲得計算機科學與工程的碩士和博士學位。他在國際和國內知名的期刊及會議上發表了多篇研究論文。他還曾在澳大利亞墨爾本的 Swinburne University of Technology 和新加坡的 Amity Global Business School 教授短期課程。他的研究興趣包括機器學習、軟體測試、人工智慧和軟計算。他在組織國際會議方面擁有豐富的經驗,並在多個知名會議中擔任會議主席。他也是多本 SCI/Scopus 索引的國際期刊的審稿委員。

Ankur Choudhary 是印度大諾伊達的 Sharda University 計算機科學與工程系的教授。他同時也是 Sharda University 教學與學習中心的副主任。他主修計算機科學與工程,並在印度大諾伊達的 Gautam Buddha University (GBU) 的 ICT 學院攻讀博士學位。他的研究領域包括自然啟發的優化、人工智慧、軟體工程、醫學影像處理和數位水印。他在各種 SCI/Scopus 索引的國際會議和期刊上發表了研究論文,並在國際會議上組織了多個專題會議,擔任會議主席並發表主題演講。