Foundations of Intelligent Systems: 23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings (Lecture Notes in Computer Science)
- 出版商: Springer
- 出版日期: 2017-06-14
- 售價: $2,370
- 貴賓價: 9.5 折 $2,252
- 語言: 英文
- 頁數: 780
- 裝訂: Paperback
- ISBN: 3319604376
- ISBN-13: 9783319604374
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相關分類:
Computer-Science
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商品描述
This book constitutes the proceedings of the 23rd International Symposium on Foundations of Intelligent Systems, ISMIS 2017, held in Warsaw, Poland, in June 2017. The 56 regular and 15 short papers presented in this volume were carefully reviewed and selected from 118 submissions. The papers include both theoretical and practical aspects of machine learning, data mining methods, deep learning, bioinformatics and health informatics, intelligent information systems, knowledge-based systems, mining temporal, spatial and spatio-temporal data, text and Web mining. In addition, four special sessions were organized; namely, Special Session on Big Data Analytics and Stream Data Mining, Special Session on Granular and Soft Clustering for Data Science, Special Session on Knowledge Discovery with Formal Concept Analysis and Related Formalisms, and Special Session devoted to ISMIS 2017 Data Mining Competition on Trading Based on Recommendations, which was launched as a part of the conference.
商品描述(中文翻譯)
本書為2017年6月在波蘭華沙舉行的第23屆智能系統基礎國際研討會(ISMIS 2017)的會議紀錄。本卷中所呈現的56篇常規論文和15篇短文,均經過仔細審查和選擇,來自118篇投稿。這些論文涵蓋了機器學習、資料探勘方法、深度學習、生物資訊學與健康資訊學、智能資訊系統、基於知識的系統、時間性、空間性及時空數據的挖掘、文本及網路挖掘等理論與實務方面。此外,還組織了四個特別會議;即大數據分析與串流數據挖掘特別會議、數據科學的顆粒與軟聚類特別會議、基於形式概念分析及相關形式的知識發現特別會議,以及專門針對ISMIS 2017數據挖掘競賽的特別會議,該競賽以基於推薦的交易為主題,作為會議的一部分啟動。