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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
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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
Node Conductance: A Scalable Node Centrality Measure on Big Networks 节点传导:大型网络中可扩展的节点中心性度量
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_40
Tianshu Lyu, Fei Sun, Yan Zhang
{"title":"Node Conductance: A Scalable Node Centrality Measure on Big Networks","authors":"Tianshu Lyu, Fei Sun, Yan Zhang","doi":"10.1007/978-3-030-47436-2_40","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_40","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":"529 - 541"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73099558","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
Optimal Topology Search for Fast Model Averaging in Decentralized Parallel SGD 分散并行SGD中快速模型平均的最优拓扑搜索
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_67
M. Jameel, Shayan Jawed, L. Schmidt-Thieme
{"title":"Optimal Topology Search for Fast Model Averaging in Decentralized Parallel SGD","authors":"M. Jameel, Shayan Jawed, L. Schmidt-Thieme","doi":"10.1007/978-3-030-47436-2_67","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_67","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":"17 1","pages":"894 - 905"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73632414","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
Optimized Transformer Models for FAQ Answering 优化变压器模型的常见问题解答
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_19
Sonam Damani, Kedhar Nath Narahari, Ankush Chatterjee, Manish Gupta, Puneet Agrawal
{"title":"Optimized Transformer Models for FAQ Answering","authors":"Sonam Damani, Kedhar Nath Narahari, Ankush Chatterjee, Manish Gupta, Puneet Agrawal","doi":"10.1007/978-3-030-47426-3_19","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_19","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":"136 1","pages":"235 - 248"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73288461","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
Level Set Estimation with Search Space Warping 搜索空间扭曲的水平集估计
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_62
M. Senadeera, Santu Rana, Sunil Gupta, S. Venkatesh
{"title":"Level Set Estimation with Search Space Warping","authors":"M. Senadeera, Santu Rana, Sunil Gupta, S. Venkatesh","doi":"10.1007/978-3-030-47436-2_62","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_62","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":"827 - 839"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74405294","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
Multi-level Memory Network with CRFs for Keyphrase Extraction 基于CRFs的多级记忆网络关键字提取
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_56
Tao Zhou, Yuxiang Zhang, Haoxiang Zhu
{"title":"Multi-level Memory Network with CRFs for Keyphrase Extraction","authors":"Tao Zhou, Yuxiang Zhang, Haoxiang Zhu","doi":"10.1007/978-3-030-47426-3_56","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_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":"70 1","pages":"726 - 738"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74339687","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
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
Role Equivalence Attention for Label Propagation in Graph Neural Networks 图神经网络中标签传播的角色等价注意
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_42
Hogun Park, Jennifer Neville
{"title":"Role Equivalence Attention for Label Propagation in Graph Neural Networks","authors":"Hogun Park, Jennifer Neville","doi":"10.1007/978-3-030-47436-2_42","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_42","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":"555 - 567"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78118232","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
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