10th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions - Icsccw-2019
暫譯: 第十屆國際軟計算理論與應用、語言與感知計算會議 - ICSCCW-2019
Aliev, Rafik A., Kacprzyk, Janusz, Pedrycz, Witold
- 出版商: Springer
- 出版日期: 2019-11-20
- 售價: $6,850
- 貴賓價: 9.5 折 $6,508
- 語言: 英文
- 頁數: 970
- 裝訂: Quality Paper - also called trade paper
- ISBN: 303035248X
- ISBN-13: 9783030352486
海外代購書籍(需單獨結帳)
商品描述
This book presents the proceedings of the 10th Conference on Theory and Applications of Soft Computing, Computing with Words and Perceptions, ICSCCW 2019, held in Prague, Czech Republic, on August 27-28, 2019. It includes contributions from diverse areas of soft computing and computing with words, such as uncertain computation, decision-making under imperfect information, neuro-fuzzy approaches, deep learning, natural language processing, and others. The topics of the papers include theory and applications of soft computing, information granulation, computing with words, computing with perceptions, image processing with soft computing, probabilistic reasoning, intelligent control, machine learning, fuzzy logic in data analytics and data mining, evolutionary computing, chaotic systems, soft computing in business, economics and finance, fuzzy logic and soft computing in earth sciences, fuzzy logic and soft computing in engineering, fuzzy logic and soft computing in material sciences, soft computing in medicine, biomedical engineering, and pharmaceutical sciences.
Showcasing new ideas in the field of theories of soft computing and computing with words and their applications in economics, business, industry, education, medicine, earth sciences, and other fields, it promotes the development and implementation of these paradigms in various real-world contexts. This book is a useful guide for academics, practitioners and graduates.
商品描述(中文翻譯)
本書呈現了第十屆軟計算理論與應用會議(ICSCCW 2019)的會議論文,該會議於2019年8月27日至28日在捷克共和國布拉格舉行。內容涵蓋了來自軟計算及語言計算多個領域的貢獻,例如不確定計算、在不完美資訊下的決策、神經模糊方法、深度學習、自然語言處理等。論文主題包括軟計算的理論與應用、資訊粒化、語言計算、感知計算、利用軟計算的影像處理、機率推理、智能控制、機器學習、數據分析與數據挖掘中的模糊邏輯、進化計算、混沌系統、商業、經濟與金融中的軟計算、地球科學中的模糊邏輯與軟計算、工程中的模糊邏輯與軟計算、材料科學中的模糊邏輯與軟計算、醫學、生物醫學工程及藥學中的軟計算。
本書展示了軟計算理論及語言計算的最新理念及其在經濟、商業、工業、教育、醫學、地球科學等領域的應用,促進了這些範式在各種現實世界情境中的發展與實施。本書對學術界、實務界及畢業生而言,都是一本有用的指南。