Emerging AI Applications in Earth Sciences: Challenges, Impact and Analysis
暫譯: 新興人工智慧應用於地球科學：挑戰、影響與分析
Prabha, Chander, Hassan, MD Mehedi, Yasmin, Farhana
相關主題
商品描述
This proposed book provides deeper insights into artificial intelligence techniques and procedures available for earth sciences. This book unveils several applications of metaheuristic approaches (i.e., swarm intelligence and IoT technologies) in collaboration with AI for earth sciences. It presents the science behind smart technologies that reveal the power of artificial intelligence and IoT. These methodologies help to extract meaningful insights from earth sciences big data analytics. These advanced technologies used in earth science practices can remove geographical barriers, locally adaptive, operationally feasible, and economically affordable. The areas can be explored with the aim of digitizing the whole world. Technological advancement also impacts the financial aspect involved in managing the earth sciences. Intelligent AI applications have made significant strides in the field of earth sciences, offering novel solutions to complex challenges, driving impactful research, and revolutionizing data analysis and interpretation. This intersection of artificial intelligence and earth sciences has paved the way for an enhanced understanding of our planet and its various phenomena.
商品描述(中文翻譯)
這本提議的書籍提供了對於地球科學中可用的人工智慧技術和程序的深入見解。本書揭示了多種元啟發式方法（即，群體智慧和物聯網技術）與人工智慧在地球科學中的應用。它展示了揭示人工智慧和物聯網力量的智慧技術背後的科學。這些方法有助於從地球科學的大數據分析中提取有意義的見解。這些在地球科學實踐中使用的先進技術可以消除地理障礙，具備地方適應性、操作可行性和經濟可負擔性。這些領域可以被探索，目標是數位化整個世界。技術進步也影響了管理地球科學所涉及的財務方面。智能人工智慧應用在地球科學領域取得了重大進展，提供了對複雜挑戰的新解決方案，推動了有影響力的研究，並徹底改變了數據分析和解釋。人工智慧與地球科學的交集為我們對地球及其各種現象的理解鋪平了道路。
作者簡介
Dr. Chander Prabha is a professor in the Department of Computer Science and Engineering at Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India. She has published many book chapters in CRC Press and Elsevier. She has more than 100 publications in her credits. She is the guest editor of the Journal of Artificial Intelligence and the Internet of Things, Near East University, Turkey. She has also been a reviewer at many international conferences and journals of repute. Many online certifications and patents are included in her credit. She is a lifetime member of educational societies like ISTE, IAENG, SCIEI, IIRJC, IACSIT, etc. Her areas of interest are wireless and mobile network architectures, protocols, performance evaluations, machine learning, data analytics, and law.
Md. Mehedi Hassan has completed M.Sc. in Computer Science and Engineering, Khulna University, Khulna, Bangladesh. He conducts research in the disciplines of biomedical engineering and data science. His research interests are predictive analysis and expert system development. He has 52 publications with two books and he is working as a peer reviewer to more than 57 prestigious journals. He collaborates with internal researchers because he believes that without research, innovation is impossible. He is a trainer for the course platform VCourse. In the past two years, he has trained more than 250 students. He has led more than three patents out of which three were granted to his name.
Farhana Yasmin is a Ph.D. student of School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, 210044, China. She received the B.Sc. degree from the Department of Computer Science and Engineering, Eastern University, Bangladesh. She completed M.Sc. degree in computer application and technology with Changzhou University, China. She is an expert in computer vision, biomedical engineering, and data science, all of which fall under the broad umbrella of artificial intelligence (AI). Two of her primary research interests are in predictive analysis and the development of expert systems. She works with scientists from all around the world to broaden her horizons and increase the depth of her expertise.
Dr. Asif Karim (Member, IEEE) is currently a researcher and a lecturer at Charles Darwin University, Australia. Alongside being an active researcher, he has considerable industry experience in IT, primarily in the field of software engineering. His research interests include machine intelligence, health informatics, and smart contracts.
作者簡介(中文翻譯)
Dr. Chander Prabha 是印度旁遮普州 Chitkara 大學工程與技術學院計算機科學與工程系的教授。她在 CRC Press 和 Elsevier 出版了許多書籍章節，並擁有超過 100 篇的出版物。她是土耳其近東大學《人工智慧與物聯網期刊》的客座編輯，並曾擔任多個國際會議和知名期刊的審稿人。她的成就中還包括多項線上認證和專利。她是 ISTE、IAENG、SCIEI、IIRJC、IACSIT 等教育學會的終身會員。她的研究興趣包括無線和移動網絡架構、協議、性能評估、機器學習、數據分析和法律。
Md. Mehedi Hassan 完成了孟加拉國庫爾納大學的計算機科學與工程碩士學位。他在生物醫學工程和數據科學領域進行研究，研究興趣包括預測分析和專家系統開發。他擁有 52 篇出版物，其中包括兩本書，並擔任超過 57 本知名期刊的同行評審。他與內部研究人員合作，因為他相信沒有研究就無法創新。他是課程平台 VCourse 的培訓師，在過去兩年中培訓了超過 250 名學生。他主導了超過三項專利，其中三項已授予他名下。
Farhana Yasmin 是中國南京信息科學與技術大學計算機與軟體學院的博士生。她在孟加拉國東方大學的計算機科學與工程系獲得了學士學位，並在中國常州大學完成了計算機應用與技術的碩士學位。她是計算機視覺、生物醫學工程和數據科學的專家，這些領域都屬於人工智慧（AI）的廣泛範疇。她的兩個主要研究興趣是預測分析和專家系統的開發。她與來自世界各地的科學家合作，以拓寬視野並增加專業知識的深度。
Dr. Asif Karim（IEEE 會員）目前是澳大利亞查爾斯達爾文大學的研究員和講師。除了積極從事研究外，他在 IT 行業擁有相當的經驗，主要集中在軟體工程領域。他的研究興趣包括機器智能、健康資訊學和智能合約。
