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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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LoPAD: A Local Prediction Approach to Anomaly Detection LoPAD:一种局部预测的异常检测方法
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_50
Sha Lu, Lin Liu, Jiuyong Li, T. Le, Jixue Liu
{"title":"LoPAD: A Local Prediction Approach to Anomaly Detection","authors":"Sha Lu, Lin Liu, Jiuyong Li, T. Le, Jixue Liu","doi":"10.1007/978-3-030-47436-2_50","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_50","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":"134 1","pages":"660 - 673"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77372319","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: 5
Anomaly Detection via Neighbourhood Contrast 基于邻域对比的异常检测
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_49
Bo Chen, K. Ting, Tat-Jun Chin
{"title":"Anomaly Detection via Neighbourhood Contrast","authors":"Bo Chen, K. Ting, Tat-Jun Chin","doi":"10.1007/978-3-030-47436-2_49","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_49","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":"11 1","pages":"647 - 659"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87657515","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
What’s in a Gist? Towards an Unsupervised Gist Representation for Few-Shot Large Document Classification 要点是什么?基于无监督主旨表示的少镜头大型文档分类
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_21
Jaron Mar, J. Liu
{"title":"What’s in a Gist? Towards an Unsupervised Gist Representation for Few-Shot Large Document Classification","authors":"Jaron Mar, J. Liu","doi":"10.1007/978-3-030-47426-3_21","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_21","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":"1 1","pages":"261 - 274"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90390997","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
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
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
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
Accelerating Hyperparameter Optimization of Deep Neural Network via Progressive Multi-Fidelity Evaluation 基于渐进式多保真度评估的深度神经网络加速超参数优化
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_58
Guanghui Zhu, Ruancheng Zhu
{"title":"Accelerating Hyperparameter Optimization of Deep Neural Network via Progressive Multi-Fidelity Evaluation","authors":"Guanghui Zhu, Ruancheng Zhu","doi":"10.1007/978-3-030-47426-3_58","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_58","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":"11 1","pages":"752 - 763"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77753362","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
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
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