Scalable Uncertainty Management: 8th International Conference, SUM 2014, Oxford, UK, September 15-17, 2014, Proceedings (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)
暫譯: 可擴展的不確定性管理:第八屆國際會議,SUM 2014,英國牛津,2014年9月15-17日,會議論文集(計算機科學講義系列 / 人工智慧講義系列)
- 出版商: Springer
- 出版日期: 2014-09-23
- 售價: $2,470
- 貴賓價: 9.5 折 $2,347
- 語言: 英文
- 頁數: 332
- 裝訂: Paperback
- ISBN: 3319115073
- ISBN-13: 9783319115078
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相關分類:
JVM 語言、人工智慧、Computer-Science
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商品描述
This book constitutes the refereed proceedings of the 8th International Conference on Scalable Uncertainty Management, SUM 2014, held in Oxford, UK, in September 2014. The 20 revised full papers and 6 revised short papers were carefully reviewed and selected from 47 submissions. The papers cover topics in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information including applications in decision support systems, machine learning, negotiation technologies, semantic web applications, search engines, ontology systems, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.
商品描述(中文翻譯)
本書為第八屆國際可擴展不確定性管理會議(SUM 2014)的經過審核的會議論文集,該會議於2014年9月在英國牛津舉行。從47篇投稿中,精心審核並選出了20篇修訂的完整論文和6篇修訂的短文。這些論文涵蓋了管理和推理大量且複雜的不確定、不完整或不一致信息的各個領域,包括在決策支持系統、機器學習、談判技術、語義網應用、搜索引擎、本體系統、信息檢索、自然語言處理、信息提取、圖像識別、視覺系統、數據和文本挖掘等方面的應用,以及考慮數據和知識的來源、信任、異質性和複雜性等問題。