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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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Prototype Similarity Learning for Activity Recognition 活动识别的原型相似学习
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_50
Lei Bai, Lina Yao, Xianzhi Wang, S. Kanhere, Yang Xiao
{"title":"Prototype Similarity Learning for Activity Recognition","authors":"Lei Bai, Lina Yao, Xianzhi Wang, S. Kanhere, Yang Xiao","doi":"10.1007/978-3-030-47426-3_50","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_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":"49 1","pages":"649 - 661"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76460104","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
Tree-Miner: Mining Sequential Patterns from SP-Tree Tree-Miner:从SP-Tree中挖掘顺序模式
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_4
Redwan Ahmed Rizvee, Mohammad Fahim Arefin, Chowdhury Farhan Ahmed
{"title":"Tree-Miner: Mining Sequential Patterns from SP-Tree","authors":"Redwan Ahmed Rizvee, Mohammad Fahim Arefin, Chowdhury Farhan Ahmed","doi":"10.1007/978-3-030-47436-2_4","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_4","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":"44 - 56"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75106363","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
Learning Multigraph Node Embeddings Using Guided Lévy Flights 学习多图节点嵌入使用制导lsamvy飞行
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_41
Aman Roy, Vinayak Kumar, Debdoot Mukherjee, Tanmoy Chakraborty
{"title":"Learning Multigraph Node Embeddings Using Guided Lévy Flights","authors":"Aman Roy, Vinayak Kumar, Debdoot Mukherjee, Tanmoy Chakraborty","doi":"10.1007/978-3-030-47426-3_41","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_41","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":"76 1","pages":"524 - 537"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77537837","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
Balancing Between Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning 基于强化学习的交互式推荐的准确性和公平性平衡
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_13
Weiwen Liu, Feng Liu, Ruiming Tang, B. Liao, Guangyong Chen, P. Heng
{"title":"Balancing Between Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning","authors":"Weiwen Liu, Feng Liu, Ruiming Tang, B. Liao, Guangyong Chen, P. Heng","doi":"10.1007/978-3-030-47426-3_13","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_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":"22 1","pages":"155 - 167"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74619413","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: 16
Student Academic Performance Prediction Using Deep Multi-source Behavior Sequential Network 基于深度多源行为序列网络的学生学习成绩预测
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: 10.1007/978-3-030-47426-3_44
Xiang Li, Xinning Zhu, Xiaoying Zhu, Yang Ji, Xiaosheng Tang
{"title":"Student Academic Performance Prediction Using Deep Multi-source Behavior Sequential Network","authors":"Xiang Li, Xinning Zhu, Xiaoying Zhu, Yang Ji, Xiaosheng Tang","doi":"10.1007/978-3-030-47426-3_44","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_44","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":"567 - 579"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79314144","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: 10
Discretization and Feature Selection Based on Bias Corrected Mutual Information Considering High-Order Dependencies 考虑高阶依赖的基于偏差校正互信息的离散化与特征选择
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_64
Puloma Roy, S. Sharmin, A. Ali, M. Shoyaib
{"title":"Discretization and Feature Selection Based on Bias Corrected Mutual Information Considering High-Order Dependencies","authors":"Puloma Roy, S. Sharmin, A. Ali, M. Shoyaib","doi":"10.1007/978-3-030-47426-3_64","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_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":"23 1","pages":"830 - 842"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79443768","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
Multiple Demographic Attributes Prediction in Mobile and Sensor Devices 移动和传感器设备的多人口统计属性预测
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: 10.1007/978-3-030-47426-3_66
Yiwen Jiang, Wei Tang, Neng Gao, Ji Xiang, Chenyang Tu, Min Li
{"title":"Multiple Demographic Attributes Prediction in Mobile and Sensor Devices","authors":"Yiwen Jiang, Wei Tang, Neng Gao, Ji Xiang, Chenyang Tu, Min Li","doi":"10.1007/978-3-030-47426-3_66","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_66","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":"4 1","pages":"857 - 868"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73091160","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
A Distributed Coordinate Descent Algorithm for Learning Factorization Machine 学习分解机的分布式坐标下降算法
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_66
Kankan Zhao, Jing Zhang, Liangfu Zhang, Cuiping Li, Hong Chen
{"title":"A Distributed Coordinate Descent Algorithm for Learning Factorization Machine","authors":"Kankan Zhao, Jing Zhang, Liangfu Zhang, Cuiping Li, Hong Chen","doi":"10.1007/978-3-030-47436-2_66","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_66","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":"12 1","pages":"881 - 893"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74750572","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
Identifying Near-Miss Traffic Incidents in Event Recorder Data 在事件记录器数据中识别险些发生的交通事故
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_54
Shuhei Yamamoto, Takeshi Kurashima, Hiroyuki Toda
{"title":"Identifying Near-Miss Traffic Incidents in Event Recorder Data","authors":"Shuhei Yamamoto, Takeshi Kurashima, Hiroyuki Toda","doi":"10.1007/978-3-030-47436-2_54","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_54","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":"728 1","pages":"717 - 728"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74769095","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
A Relation Learning Hierarchical Framework for Multi-label Charge Prediction 多标签电荷预测的关系学习分层框架
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_55
Wei Duan, Lin Li, Yi Yu
{"title":"A Relation Learning Hierarchical Framework for Multi-label Charge Prediction","authors":"Wei Duan, Lin Li, Yi Yu","doi":"10.1007/978-3-030-47436-2_55","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_55","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":"5 1","pages":"729 - 741"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85251978","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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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)
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