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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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Bottom-Up and Top-Down Graph Pooling 自底向上和自顶向下的图池
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_43
Jia-Qi Yang, De-chuan Zhan, Xin-Chun Li
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引用次数: 4
Tendi: Tensor Disaggregation from Multiple Coarse Views Tendi:来自多个粗糙视图的张量分解
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_65
Faisal M. Almutairi, Charilaos I. Kanatsoulis, N. Sidiropoulos
{"title":"Tendi: Tensor Disaggregation from Multiple Coarse Views","authors":"Faisal M. Almutairi, Charilaos I. Kanatsoulis, N. Sidiropoulos","doi":"10.1007/978-3-030-47436-2_65","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_65","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":"6 1","pages":"867 - 880"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73571605","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
Deep Cost-Sensitive Kernel Machine for Binary Software Vulnerability Detection 用于二进制软件漏洞检测的深度代价敏感核机
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_13
Tuan Nguyen, Trung Le, Khanh-Duy Nguyen, O. Vel, Paul Montague, J. Grundy, Dinh Q. Phung
{"title":"Deep Cost-Sensitive Kernel Machine for Binary Software Vulnerability Detection","authors":"Tuan Nguyen, Trung Le, Khanh-Duy Nguyen, O. Vel, Paul Montague, J. Grundy, Dinh Q. Phung","doi":"10.1007/978-3-030-47436-2_13","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_13","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":"21 1","pages":"164 - 177"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84403331","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: 9
Decentralized and Adaptive K-Means Clustering for Non-IID Data Using HyperLogLog Counters 基于HyperLogLog计数器的非iid数据分散自适应k均值聚类
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_27
Amira Soliman, Sarunas Girdzijauskas, Mohamed-Rak Bouguelia, Sepideh Pashami, Sławomir Nowaczyk
{"title":"Decentralized and Adaptive K-Means Clustering for Non-IID Data Using HyperLogLog Counters","authors":"Amira Soliman, Sarunas Girdzijauskas, Mohamed-Rak Bouguelia, Sepideh Pashami, Sławomir Nowaczyk","doi":"10.1007/978-3-030-47426-3_27","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_27","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":"25 1","pages":"343 - 355"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85379017","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: 12
Attention-Based Graph Evolution 基于注意力的图进化
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_34
Shuangfei Fan, Bert Huang
{"title":"Attention-Based Graph Evolution","authors":"Shuangfei Fan, Bert Huang","doi":"10.1007/978-3-030-47426-3_34","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_34","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":"79 1","pages":"436 - 447"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85759298","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
ITGH: Information-Theoretic Granger Causal Inference on Heterogeneous Data 异构数据的信息论格兰杰因果推理
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_56
Sahar Behzadi, B. Schelling, C. Plant
{"title":"ITGH: Information-Theoretic Granger Causal Inference on Heterogeneous Data","authors":"Sahar Behzadi, B. Schelling, C. Plant","doi":"10.1007/978-3-030-47436-2_56","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_56","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":"26 1","pages":"742 - 755"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77956855","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
Hydrological Process Surrogate Modelling and Simulation with Neural Networks 水文过程模拟与神经网络模拟
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_34
Ruixi Zhang, Remmy A. M. Zen, Jifang Xing, D. M. S. Arsa, Abhishek Saha, S. Bressan
{"title":"Hydrological Process Surrogate Modelling and Simulation with Neural Networks","authors":"Ruixi Zhang, Remmy A. M. Zen, Jifang Xing, D. M. S. Arsa, Abhishek Saha, S. Bressan","doi":"10.1007/978-3-030-47436-2_34","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_34","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":"2009 1","pages":"449 - 461"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82594205","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: 13
Towards Understanding Transfer Learning Algorithms Using Meta Transfer Features 利用元迁移特征理解迁移学习算法
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_64
Xin-Chun Li, De-chuan Zhan, Jia-Qi Yang, Yi Shi, Cheng Hang, Yi Lu
{"title":"Towards Understanding Transfer Learning Algorithms Using Meta Transfer Features","authors":"Xin-Chun Li, De-chuan Zhan, Jia-Qi Yang, Yi Shi, Cheng Hang, Yi Lu","doi":"10.1007/978-3-030-47436-2_64","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_64","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":"78 1","pages":"855 - 866"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76408962","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: 1
Correlation Matters: Multi-scale Fine-Grained Contextual Information Extraction for Hepatic Tumor Segmentation 关联问题:用于肝肿瘤分割的多尺度细粒度上下文信息提取
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_36
Shuchao Pang, Anan Du, Zhenmei Yu, M. Orgun
{"title":"Correlation Matters: Multi-scale Fine-Grained Contextual Information Extraction for Hepatic Tumor Segmentation","authors":"Shuchao Pang, Anan Du, Zhenmei Yu, M. Orgun","doi":"10.1007/978-3-030-47426-3_36","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_36","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":"462 - 474"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86885098","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
Context-Aware Latent Dirichlet Allocation for Topic Segmentation 上下文感知的潜在Dirichlet分配用于主题分割
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_37
Wenbo Li, Tetsu Matsukawa, Hiroto Saigo, Einoshin Suzuki
{"title":"Context-Aware Latent Dirichlet Allocation for Topic Segmentation","authors":"Wenbo Li, Tetsu Matsukawa, Hiroto Saigo, Einoshin Suzuki","doi":"10.1007/978-3-030-47426-3_37","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_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":"14 1","pages":"475 - 486"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87145087","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
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