Machine Learning and Knowledge Discovery in Databases: International Workshops of Ecml Pkdd 2019, Würzburg, Germany, September 16-20, 2019, Proceeding
暫譯: 機器學習與資料庫中的知識發現:2019年國際工作坊 ECML PKDD,德國維爾茨堡,2019年9月16-20日,會議論文集
Cellier, Peggy, Driessens, Kurt
- 出版商: Springer
- 出版日期: 2020-03-28
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 679
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030438228
- ISBN-13: 9783030438227
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相關分類:
Machine Learning、資料庫
海外代購書籍(需單獨結帳)
相關主題
商品描述
This two-volume set constitutes the refereed proceedings of the workshops which complemented the 19th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in W rzburg, Germany, in September 2019.
The 70 full papers and 46 short papers presented in the two-volume set were carefully reviewed and selected from 200 submissions. The two volumes (CCIS 1167 and CCIS 1168) present the papers that have been accepted for the following workshops: Workshop on Automating Data Science, ADS 2019; Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence and eXplainable Knowledge Discovery in Data Mining, AIMLAI-XKDD 2019; Workshop on Decentralized Machine Learning at the Edge, DMLE 2019; Workshop on Advances in Managing and Mining Large Evolving Graphs, LEG 2019; Workshop on Data and Machine Learning Advances with Multiple Views; Workshop on New Trends in Representation Learning with Knowledge Graphs; Workshop on Data Science for Social Good, SoGood 2019; Workshop on Knowledge Discovery and User Modelling for Smart Cities, UMCIT 2019; Workshop on Data Integration and Applications Workshop, DINA 2019; Workshop on Machine Learning for Cybersecurity, MLCS 2019; Workshop on Sports Analytics: Machine Learning and Data Mining for Sports Analytics, MLSA 2019; Workshop on Categorising Different Types of Online Harassment Languages in Social Media; Workshop on IoT Stream for Data Driven Predictive Maintenance, IoTStream 2019; Workshop on Machine Learning and Music, MML 2019; Workshop on Large-Scale Biomedical Semantic Indexing and Question Answering, BioASQ 2019.
The 70 full papers and 46 short papers presented in the two-volume set were carefully reviewed and selected from 200 submissions. The two volumes (CCIS 1167 and CCIS 1168) present the papers that have been accepted for the following workshops: Workshop on Automating Data Science, ADS 2019; Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence and eXplainable Knowledge Discovery in Data Mining, AIMLAI-XKDD 2019; Workshop on Decentralized Machine Learning at the Edge, DMLE 2019; Workshop on Advances in Managing and Mining Large Evolving Graphs, LEG 2019; Workshop on Data and Machine Learning Advances with Multiple Views; Workshop on New Trends in Representation Learning with Knowledge Graphs; Workshop on Data Science for Social Good, SoGood 2019; Workshop on Knowledge Discovery and User Modelling for Smart Cities, UMCIT 2019; Workshop on Data Integration and Applications Workshop, DINA 2019; Workshop on Machine Learning for Cybersecurity, MLCS 2019; Workshop on Sports Analytics: Machine Learning and Data Mining for Sports Analytics, MLSA 2019; Workshop on Categorising Different Types of Online Harassment Languages in Social Media; Workshop on IoT Stream for Data Driven Predictive Maintenance, IoTStream 2019; Workshop on Machine Learning and Music, MML 2019; Workshop on Large-Scale Biomedical Semantic Indexing and Question Answering, BioASQ 2019.
商品描述(中文翻譯)
這套兩卷本的書籍是第十九屆歐洲機器學習與數據庫知識發現聯合會議(ECML PKDD)所附屬的研討會的經過審核的會議紀錄,該會議於2019年9月在德國維爾茨堡舉行。這兩卷本中共包含70篇完整論文和46篇短文,這些論文是從200篇投稿中仔細審核和選出的。這兩卷(CCIS 1167 和 CCIS 1168)展示了以下研討會所接受的論文:自動化數據科學研討會(ADS 2019);可解釋機器學習和人工智慧及可解釋的數據挖掘知識發現的進展研討會(AIMLAI-XKDD 2019);邊緣去中心化機器學習研討會(DMLE 2019);管理和挖掘大型演變圖的進展研討會(LEG 2019);多視角數據和機器學習進展研討會;知識圖譜表示學習的新趨勢研討會;為社會公益的數據科學研討會(SoGood 2019);智慧城市的知識發現和用戶建模研討會(UMCIT 2019);數據整合與應用研討會(DINA 2019);網絡安全的機器學習研討會(MLCS 2019);體育分析:體育分析的機器學習和數據挖掘研討會(MLSA 2019);社交媒體中不同類型在線騷擾語言的分類研討會;物聯網流數據驅動預測維護研討會(IoTStream 2019);機器學習與音樂研討會(MML 2019);大規模生物醫學語義索引和問答研討會(BioASQ 2019)。