Transactions on Large-Scale Data- and Knowledge-Centered Systems L
暫譯: 大型數據與知識中心系統交易 L

Hameurlain, Abdelkader, Tjoa, A. Min

  • 出版商: Springer
  • 出版日期: 2021-11-26
  • 售價: $3,050
  • 貴賓價: 9.5$2,898
  • 語言: 英文
  • 頁數: 128
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3662645521
  • ISBN-13: 9783662645529
  • 海外代購書籍(需單獨結帳)

商品描述

The LNCS journal Transactions on Large-Scale Data and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability.

This, the 50th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains five fully revised selected regular papers. Topics covered include data anonymization, quasi-identifier discovery methods, symbolic time series representation, detection of anomalies in time series, data quality management in biobanks, and the use of multi-agent technology in the design of intelligent systems for maritime transport.

 

 

 

 

商品描述(中文翻譯)

LNCS期刊《大型數據與知識中心系統的交易》專注於數據管理、知識發現和知識處理,這些都是計算機科學中的核心和熱門主題。自1990年代以來,互聯網已成為各個領域應用開發的主要推動力。對於跨越不同網絡連接站點的資源共享(例如計算資源、服務、元數據、數據來源)的需求增加,促使數據和知識管理系統從集中式系統演變為去中心化系統,從而支持提供高擴展性的的大規模分佈式應用。

本期《大型數據與知識中心系統的交易》第50期包含五篇經過全面修訂的選定常規論文。涵蓋的主題包括數據匿名化、準識別符發現方法、符號時間序列表示、時間序列中的異常檢測、生物銀行中的數據質量管理,以及在海運智能系統設計中使用多代理技術。

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