Computational Science - Iccs 2019: 19th International Conference, Faro, Portugal, June 12-14, 2019, Proceedings, Part II
暫譯: 計算科學 - ICCS 2019:第十九屆國際會議,葡萄牙法魯,2019年6月12-14日,會議論文集,第二部分

Rodrigues, Joao M. F., Cardoso, Pedro J. S., Monteiro, Janio

  • 出版商: Springer
  • 出版日期: 2019-06-08
  • 售價: $3,830
  • 貴賓價: 9.5$3,639
  • 語言: 英文
  • 頁數: 679
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030227405
  • ISBN-13: 9783030227401
  • 海外代購書籍(需單獨結帳)

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商品描述

The five-volume set LNCS 11536, 11537, 11538, 11539 and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019.

The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named:

Part I: ICCS Main Track

Part II: ICCS Main Track; Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging and Heterogeneous Systems

Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems

Part IV: Track of Data-Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation

Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019

Chapter "Comparing Domain-decomposition Methods for the Parallelization of Distributed Land Surface Models" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

商品描述(中文翻譯)

五卷本的 LNCS 11536、11537、11538、11539 和 11540 構成了第十九屆國際計算科學會議(ICCS 2019)的會議論文集,該會議於 2019 年 6 月在葡萄牙法魯舉行。

本書集共收錄了 65 篇完整論文和 168 篇工作坊論文,這些論文經過仔細審查和選擇,來自 573 篇投稿(主題軌道 228 篇投稿和工作坊 345 篇投稿)。論文被組織成以下主題部分:

第一部分:ICCS 主題軌道

第二部分:ICCS 主題軌道;高效能計算地球科學的進展軌道:應用與框架;基於代理的模擬、自適應演算法和求解器的軌道;人工智慧和機器學習中矩陣方法的應用軌道;新興和異構系統的架構、語言、編譯和硬體支援的軌道

第三部分:計算科學的生物醫學和生物資訊挑戰軌道;從困難數據中學習分類器的軌道;計算金融和商業智慧的軌道;計算優化、建模和模擬的軌道;物聯網和智慧系統中的計算科學軌道

第四部分:數據驅動的計算科學軌道;動態系統的機器學習和數據同化的軌道;為社會利益而進行的互聯網世界中的海洋計算軌道;多尺度建模和模擬的軌道;流動和運輸的模擬:建模、演算法和計算的軌道

第五部分:智慧系統的軌道:計算機視覺、感測器網絡和機器學習;解決不確定性問題的軌道;教學計算科學的軌道;ICCS 2019 海報軌道

章節「比較分區法在分佈式地表模型平行化中的應用」可在 link.springer.com 上以創用 CC 署名 4.0 國際授權開放存取。

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