Artificial Intelligence and Computer Vision for Ecological Informatics
暫譯: 生態資訊學中的人工智慧與計算機視覺
Chouhan, Siddharth Singh, Singh, Uday Pratap, Saxena, Akash
- 出版商: CRC
- 出版日期: 2025-08-27
- 售價: $6,820
- 貴賓價: 9.5 折 $6,479
- 語言: 英文
- 頁數: 396
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032836431
- ISBN-13: 9781032836430
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相關分類:
Computer Vision、Data-visualization
海外代購書籍(需單獨結帳)
相關主題
商品描述
Ecological informatics, more commonly known as Ecoinformatics, is the study of environmental sciences and ecological information. It is an emerging interdisciplinary framework for the management, analysis, and synthesis of ecological data with the help of advanced computational intelligence algorithms. Management in this context is data acquisition, preprocessing, and sharing the data. Analysis and synthesis are the process of extracting useful information and forecasting with the help of intelligent algorithms.
The aim of this book is to encapsulate concepts and theories of artificial intelligence and computer vision algorithms used for the evaluation of various ecological informatics applications. It focuses on soft computing, machine learning, deep learning, artificial intelligence, bio-inspired algorithms, data analysis tools, data visualization tools, and computer vision algorithms used in ecological informatics. The book covers remote sensing applications, water bodies evaluation, agriculture mapping, aquatic mapping, forest management, and terrestrial ecosystems.
The book will be useful to students, researchers, scientists, and field experts in directing their work towards this domain, to deliver and design models and prototypes for the benefit of society and the environment.
商品描述(中文翻譯)
生態資訊學（Ecological informatics），更常被稱為生態資訊學（Ecoinformatics），是環境科學和生態資訊的研究。這是一個新興的跨學科框架，旨在利用先進的計算智能算法來管理、分析和綜合生態數據。在這個背景下，管理包括數據的獲取、預處理和數據共享。分析和綜合則是提取有用資訊和預測的過程，並依賴智能算法的幫助。
本書的目的是概括用於評估各種生態資訊學應用的人工智能和計算機視覺算法的概念和理論。它專注於軟計算、機器學習、深度學習、人工智能、生物啟發算法、數據分析工具、數據可視化工具以及在生態資訊學中使用的計算機視覺算法。本書涵蓋了遙感應用、水體評估、農業地圖製作、水域地圖製作、森林管理和陸地生態系統等主題。
本書將對學生、研究人員、科學家和領域專家有所幫助，指導他們的工作朝向這一領域，設計和交付模型及原型，以造福社會和環境。
作者簡介
Dr. Siddharth Singh Chouhan is an Assistant Professor in School of Computing Science and Engineering, VIT Bhopal University, Kothri-Kalan, Sehore, India. He has a PhD in Computer Science and Engineering from Shri Mata Vaishno Devi University Katra, India. He is a PostDoctorate from the University of Malta, Malta. He has a BTech degree (2010) and a MTech (2013) in Computer Science and Engineering from RGPV University, Bhopal, India. His areas of interest include Soft Computing, Computer vision, Drone Technology, Deep Learning, and Precision Agriculture. He had authored several research papers in many reputed journals and conferences.
Prof. Uday Pratap Singh is a Professor in the Department of Mathematics, Central University of Jammu, Jammu, India. He completed his BSc and MSc (Mathematics and Statistics) from Dr. R.M.L. (Avadh) University, Ayodhya, India, and again did his MSc (Mathematics and Computing) from Indian Institute of Technology, Guwahati, India, and a PhD in Computer Science from Barkatullah University, Bhopal. His areas of interest include Soft Computing, Nonlinear Systems, and Image Processing. He had authored several research papers in the many reputed journals and conferences. He is a life member of Soft Computing Research Society (SCRC), Barata Ganita Parishad, Computer Society of India and Member of IEEE and AMS.
Prof. Akash Saxena has a PhD and Master of Technology degree (with Honours) in Electrical Engineering from Malaviya National Institute of Technology, Jaipur in 2015 and 2008 respectively and a Bachelor of Engineering degree (with Honours) in Electrical Engineering from Engineering College Kota in 2001. Prof Saxena is working as (Director of Training and Placement) and Professor in Department of Electrical Engineering Central University of Haryana, India with almost two decades of teaching experience. As an academician, he has been associated with numerous institutions. He is a member of Doctoral Research Committee and a member of the Board of Studies. He has presented his research work at various platforms to showcase his findings to fellow researchers and provide a pathway to the future researchers. His works have been published in leading journals in the form of short communication/letters /articles/research papers.
Prof. Akhilesh Tiwari is a Professor in Department of Information Technology, MITS Gwalior, MP, India. He has a Bachelor degree and Master's degree in Information Technology from RGPV Bhopal, India, and a PhD in Information Technology. His area of research interests includes Knowledge Discovery in Databases & Data Mining, Terrorist Network Mining, Hesitation Mining and Pattern Warehousing. He has published more than 80 research papers in reputed journals and conferences published by leading publishers with SCI, SCIE and SCOPUS indexing.
Prof. Sanjeev Jain is a Vice Chancellor of the Central University of Jammu, India. He has a Master's degree in Computer Science and Engineering from IIT Delhi, India, in 1992, and a PhD in Computer Science and Engineering. He has over 35 years of experience in teaching, research and administration. He has the credit of making a significant contribution to research and development in the area of image processing, soft computing, IoT and mobile ad-hoc network. He had authored several research papers in the many reputed journals and conferences. He has undertaken a number of major research and development government sponsored and private projects. He is a member of various societies like the Computer Society of India, IEEE.
作者簡介(中文翻譯)
Dr. Siddharth Singh Chouhan 是印度 Sehore 的 VIT Bhopal 大學計算科學與工程學院的助理教授。他擁有來自印度 Shri Mata Vaishno Devi 大學的計算機科學與工程博士學位，並在馬爾他大學獲得博士後研究資格。他於 2010 年獲得 RGPV 大學的計算機科學與工程學士學位，並於 2013 年獲得碩士學位。他的研究興趣包括軟計算、計算機視覺、無人機技術、深度學習和精準農業。他在多個知名期刊和會議上發表了多篇研究論文。
Prof. Uday Pratap Singh 是印度中央大學的數學系教授。他在印度 Ayodhya 的 Dr. R.M.L. (Avadh) 大學完成了數學和統計學的學士和碩士學位，並在印度 Guwahati 的印度理工學院獲得數學與計算碩士學位，隨後在 Bhopal 的 Barkatullah 大學獲得計算機科學博士學位。他的研究興趣包括軟計算、非線性系統和圖像處理。他在多個知名期刊和會議上發表了多篇研究論文。他是軟計算研究學會 (SCRC)、巴拉特數學學會、印度計算機學會的終身會員，並且是 IEEE 和 AMS 的成員。
Prof. Akash Saxena 擁有來自 Malaviya 國立技術學院的電氣工程博士學位和榮譽碩士學位（分別於 2015 年和 2008 年），以及來自 Kota 工程學院的電氣工程榮譽學士學位（於 2001 年）。Saxena 教授目前在印度中央哈里亞納大學的電氣工程系擔任培訓與就業主任及教授，擁有近二十年的教學經驗。作為學者，他與多個機構有關聯。他是博士研究委員會成員及學術委員會成員。他在各種平台上展示他的研究成果，向同行研究人員介紹他的發現，並為未來的研究者提供指導。他的研究成果已在領先的期刊上以短文、信件、文章和研究論文的形式發表。
Prof. Akhilesh Tiwari 是印度 MITS Gwalior 的資訊技術系教授。他擁有來自 RGPV Bhopal 的資訊技術學士和碩士學位，以及資訊技術博士學位。他的研究興趣包括數據庫中的知識發現與數據挖掘、恐怖網絡挖掘、猶豫挖掘和模式倉儲。他在多個知名期刊和會議上發表了超過 80 篇研究論文，這些期刊和會議由主要出版商發行，並具有 SCI、SCIE 和 SCOPUS 索引。
Prof. Sanjeev Jain 是印度中央大學的副校長。他於 1992 年在印度 IIT Delhi 獲得計算機科學與工程碩士學位，並擁有計算機科學與工程博士學位。他在教學、研究和管理方面擁有超過 35 年的經驗。他在圖像處理、軟計算、物聯網和移動自組網領域的研究與發展方面做出了重要貢獻。他在多個知名期刊和會議上發表了多篇研究論文，並承擔了多個政府資助和私人贊助的重大研究與開發項目。他是印度計算機學會、IEEE 等多個學會的成員。
