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Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)最新文献

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dK-Microaggregation: Anonymizing Graphs with Differential Privacy Guarantees dk -微聚合:具有差分隐私保证的匿名图
Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)
Pub Date : 2020-04-17 DOI: 10.1007/978-3-030-47436-2_15
Masooma Iftikhar, Qing Wang, Yu Lin
{"title":"dK-Microaggregation: Anonymizing Graphs with Differential Privacy Guarantees","authors":"Masooma Iftikhar, Qing Wang, Yu Lin","doi":"10.1007/978-3-030-47436-2_15","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_15","url":null,"abstract":"","PeriodicalId":93245,"journal":{"name":"Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)","volume":"44 1","pages":"191 - 203"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87878674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Long-Term Water Pipe Condition Assessment: A Semiparametric Model Using Gaussian Process and Survival Analysis 长期水管状态评估:基于高斯过程和生存分析的半参数模型
Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)
Pub Date : 2020-04-17 DOI: 10.1007/978-3-030-47436-2_37
Dilusha Weeraddana, Harini Hapuarachchi, Lakshitha Kumarapperuma, N. Khoa, C. Cai
{"title":"Long-Term Water Pipe Condition Assessment: A Semiparametric Model Using Gaussian Process and Survival Analysis","authors":"Dilusha Weeraddana, Harini Hapuarachchi, Lakshitha Kumarapperuma, N. Khoa, C. Cai","doi":"10.1007/978-3-030-47436-2_37","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_37","url":null,"abstract":"","PeriodicalId":93245,"journal":{"name":"Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)","volume":"172 1","pages":"487 - 499"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79498034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams PEARL:具有数据流有损计数的概率精确自适应随机森林
Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)
Pub Date : 2020-04-17 DOI: 10.1007/978-3-030-47436-2_2
Ocean Wu, Yun Sing Koh, G. Dobbie, Thomas Lacombe
{"title":"PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams","authors":"Ocean Wu, Yun Sing Koh, G. Dobbie, Thomas Lacombe","doi":"10.1007/978-3-030-47436-2_2","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_2","url":null,"abstract":"","PeriodicalId":93245,"journal":{"name":"Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)","volume":"18 1","pages":"17 - 30"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81805334","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Deep Multivariate Time Series Embedding Clustering via Attentive-Gated Autoencoder 基于注意力门控自编码器的深度多元时间序列嵌入聚类
Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)
Pub Date : 2020-04-17 DOI: 10.1007/978-3-030-47426-3_25
D. Ienco, R. Interdonato
{"title":"Deep Multivariate Time Series Embedding Clustering via Attentive-Gated Autoencoder","authors":"D. Ienco, R. Interdonato","doi":"10.1007/978-3-030-47426-3_25","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_25","url":null,"abstract":"","PeriodicalId":93245,"journal":{"name":"Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)","volume":"88 1","pages":"318 - 329"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84282280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 26
EMOVA: A Semi-supervised End-to-End Moving-Window Attentive Framework for Aspect Mining 面向方面挖掘的半监督端到端移动窗口关注框架
Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)
Pub Date : 2020-04-17 DOI: 10.1007/978-3-030-47436-2_61
Ning Li, Chi-Yin Chow, Jiadong Zhang
{"title":"EMOVA: A Semi-supervised End-to-End Moving-Window Attentive Framework for Aspect Mining","authors":"Ning Li, Chi-Yin Chow, Jiadong Zhang","doi":"10.1007/978-3-030-47436-2_61","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_61","url":null,"abstract":"","PeriodicalId":93245,"journal":{"name":"Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)","volume":"173 1","pages":"811 - 823"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79602591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
DELAFO: An Efficient Portfolio Optimization Using Deep Neural Networks DELAFO:利用深度神经网络的有效投资组合优化
Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)
Pub Date : 2020-04-17 DOI: 10.1007/978-3-030-47426-3_48
Hieu K. Cao, Han K. Cao, Binh T. Nguyen
{"title":"DELAFO: An Efficient Portfolio Optimization Using Deep Neural Networks","authors":"Hieu K. Cao, Han K. Cao, Binh T. Nguyen","doi":"10.1007/978-3-030-47426-3_48","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_48","url":null,"abstract":"","PeriodicalId":93245,"journal":{"name":"Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)","volume":"3 1","pages":"623 - 635"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80809883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Efficient Database Search via Tensor Distribution Bucketing 基于张量分布桶的高效数据库搜索
Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)
Pub Date : 2020-04-17 DOI: 10.1007/978-3-030-47436-2_26
Mihir Mongia, B. Soudry, Arash Gholami Davoodi, H. Mohimani
{"title":"Efficient Database Search via Tensor Distribution Bucketing","authors":"Mihir Mongia, B. Soudry, Arash Gholami Davoodi, H. Mohimani","doi":"10.1007/978-3-030-47436-2_26","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_26","url":null,"abstract":"","PeriodicalId":93245,"journal":{"name":"Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)","volume":"40 1","pages":"341 - 353"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88359040","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Case-Sensitive Neural Machine Translation 区分大小写的神经机器翻译
Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)
Pub Date : 2020-04-17 DOI: 10.1007/978-3-030-47426-3_51
Xuewen Shi, Heyan Huang, Ping Jian, Yi-Kun Tang
{"title":"Case-Sensitive Neural Machine Translation","authors":"Xuewen Shi, Heyan Huang, Ping Jian, Yi-Kun Tang","doi":"10.1007/978-3-030-47426-3_51","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_51","url":null,"abstract":"","PeriodicalId":93245,"journal":{"name":"Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)","volume":"39 4","pages":"662 - 674"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72605039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Self-supervised Learning for Semi-supervised Time Series Classification 半监督时间序列分类的自监督学习
Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)
Pub Date : 2020-04-17 DOI: 10.1007/978-3-030-47426-3_39
Shayan Jawed, Josif Grabocka, L. Schmidt-Thieme
{"title":"Self-supervised Learning for Semi-supervised Time Series Classification","authors":"Shayan Jawed, Josif Grabocka, L. Schmidt-Thieme","doi":"10.1007/978-3-030-47426-3_39","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_39","url":null,"abstract":"","PeriodicalId":93245,"journal":{"name":"Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)","volume":"71 ","pages":"499 - 511"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91461056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 37
FCP Filter: A Dynamic Clustering-Prediction Framework for Customer Behavior FCP滤波器:顾客行为的动态聚类预测框架
Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)
Pub Date : 2020-04-17 DOI: 10.1007/978-3-030-47426-3_45
Yuanzhe Zhang, Ling Luo, Yang Wang, Zhiyong Wang
{"title":"FCP Filter: A Dynamic Clustering-Prediction Framework for Customer Behavior","authors":"Yuanzhe Zhang, Ling Luo, Yang Wang, Zhiyong Wang","doi":"10.1007/978-3-030-47426-3_45","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_45","url":null,"abstract":"","PeriodicalId":93245,"journal":{"name":"Advances in knowledge discovery and data mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual event, May 11-14, 2021, Proceedings. Part II. PAKDD (Conference) (25th : 2021 : Online)","volume":"39 1","pages":"580 - 591"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77063925","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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