Discovery Science: 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings
暫譯: 發現科學:第23屆國際會議,DS 2020,希臘塞薩洛尼基,2020年10月19-21日,會議論文集
Appice, Annalisa, Tsoumakas, Grigorios, Manolopoulos, Yannis
- 出版商: Springer
- 出版日期: 2020-10-15
- 售價: $4,130
- 貴賓價: 9.5 折 $3,924
- 語言: 英文
- 頁數: 706
- 裝訂: Quality Paper - also called trade paper
- ISBN: 303061526X
- ISBN-13: 9783030615260
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商品描述
This book constitutes the proceedings of the 23rd International Conference on Discovery Science, DS 2020, which took place during October 19-21, 2020. The conference was planned to take place in Thessaloniki, Greece, but had to change to an online format due to the COVID-19 pandemic.
The 26 full and 19 short papers presented in this volume were carefully reviewed and selected from 76 submissions. The contributions were organized in topical sections named: classification; clustering; data and knowledge representation; data streams; distributed processing; ensembles; explainable and interpretable machine learning; graph and network mining; multi-target models; neural networks and deep learning; and spatial, temporal and spatiotemporal data.
商品描述(中文翻譯)
本書為第23屆國際發現科學會議(DS 2020)的會議紀錄,該會議於2020年10月19日至21日舉行。會議原定在希臘塞薩洛尼基舉行,但因COVID-19疫情而改為線上形式。
本卷中呈現的26篇完整論文和19篇短文經過仔細審查和選擇,來自76篇投稿。這些貢獻被組織成以下主題部分:分類;聚類;數據與知識表示;數據流;分散式處理;集成;可解釋和可理解的機器學習;圖形和網絡挖掘;多目標模型;神經網絡和深度學習;以及空間、時間和時空數據。