Fuzzy Computing in Data Science: Applications and Challenges
暫譯: 數據科學中的模糊計算：應用與挑戰
Mohanty, Sachi Nandan, Chatterjee, Prasenjit, Hung, Bui Thanh
- 出版商: Wiley
- 出版日期: 2022-12-01
- 售價: $5,810
- 貴賓價: 9.5 折 $5,520
- 語言: 英文
- 頁數: 368
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1119864925
- ISBN-13: 9781119864929
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相關分類:
Data Science
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商品描述(中文翻譯)
本書提供有關該領域基本方面的信息，並探討模糊邏輯技術和方法的各種應用。它介紹了基本的概念考量和模糊計算應用的案例研究。內容涵蓋系統建模、信息處理、智能系統設計、決策分析、統計分析、模式識別、自動學習以及系統控制和識別的基本概念和技術。本書還討論了模糊計算技術與其他計算智能方法（如神經計算和演化計算）的結合。
作者簡介
Sachi Nandan Mohanty, PhD, received his doctorate from IIT Kharagpur in 2015 and his PostDoc from IIT Kanpur in 2019. He has recently joined as an associate professor at VIT-AP University, Andhra Pradesh. He has edited 24 books and published more than 100 research papers in international journals and has been elected as Fellow of the Institute of Engineers and Senior member of IEEE Computer Society Hyderabad chapter. His research areas include data mining, big data analysis, cognitive science, fuzzy decision-making, brain-computer interface, and computational intelligence.
Prasenjit Chatterjee, PhD, is an associate professor in the Mechanical Engineering Department at MCKV Institute of Engineering, India. He has more than 80 research papers in various international SCI journals. Dr. Chatterjee is one of the developers of a new multiple-criteria decision-making method called Measurement of Alternatives and Ranking according to Compromise Solution (MARCOS).
Bui Thanh Hung, PhD, is the Director of Artificial Intelligence Laboratory, Faculty of Information Technology, Ton Duc Thang University, Vietnam, and received his doctorate from Japan Advanced Institute of Science and Technology (JAIST) in 2013. He has published numerous research articles in international journals and conferences as well as 14 book chapters. His main research interests are natural language processing, machine learning, machine translation, text processing, data analytics, computer vision, and artificial intelligence.
作者簡介(中文翻譯)
Sachi Nandan Mohanty, PhD, 於2015年在IIT Kharagpur獲得博士學位，並於2019年在IIT Kanpur完成博士後研究。他最近加入安得拉邦的VIT-AP大學擔任副教授。他編輯了24本書籍，並在國際期刊上發表了超過100篇研究論文，並被選為工程師學會的院士及IEEE計算機學會海得拉巴分會的高級會員。他的研究領域包括資料探勘、大數據分析、認知科學、模糊決策、腦機介面和計算智能。
Prasenjit Chatterjee, PhD, 是印度MCKV工程學院機械工程系的副教授。他在各種國際SCI期刊上發表了超過80篇研究論文。Chatterjee博士是新多準則決策方法「根據妥協解的替代方案測量與排名」（Measurement of Alternatives and Ranking according to Compromise Solution, MARCOS）的開發者之一。
Bui Thanh Hung, PhD, 是越南董德湳大學資訊科技學院人工智慧實驗室的主任，並於2013年在日本先進科學技術研究所（JAIST）獲得博士學位。他在國際期刊和會議上發表了大量研究文章以及14章書籍。他的主要研究興趣包括自然語言處理、機器學習、機器翻譯、文本處理、數據分析、計算機視覺和人工智慧。
