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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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Balancing Exploration and Exploitation in Self-imitation Learning 自我模仿学习中探索与利用的平衡
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: 10.1007/978-3-030-47436-2_21
Chun-Yao Kang, Ming-Syan Chen
{"title":"Balancing Exploration and Exploitation in Self-imitation Learning","authors":"Chun-Yao Kang, Ming-Syan Chen","doi":"10.1007/978-3-030-47436-2_21","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_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":"72 1","pages":"274 - 285"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79585006","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
Canonicalizing Knowledge Bases for Recruitment Domain 招聘领域知识库规范化
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: 10.1007/978-3-030-47436-2_38
Nausheen Fatma, Vijay Choudhary, Niharika Sachdeva, Nitendra Rajput
{"title":"Canonicalizing Knowledge Bases for Recruitment Domain","authors":"Nausheen Fatma, Vijay Choudhary, Niharika Sachdeva, Nitendra Rajput","doi":"10.1007/978-3-030-47436-2_38","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_38","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":"41 1","pages":"500 - 513"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82144905","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
Mining Dynamic Graph Streams for Predictive Queries Under Resource Constraints 资源约束下预测查询的动态图流挖掘
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_3
Xuanming Liu, Tingjian Ge
{"title":"Mining Dynamic Graph Streams for Predictive Queries Under Resource Constraints","authors":"Xuanming Liu, Tingjian Ge","doi":"10.1007/978-3-030-47436-2_3","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_3","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":"13 1","pages":"31 - 43"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81592000","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
GAMMA: A Graph and Multi-view Memory Attention Mechanism for Top-N Heterogeneous Recommendation 面向Top-N异构推荐的图和多视图记忆注意机制
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_3
M. Vijaikumar, S. Shevade, M. Murty
{"title":"GAMMA: A Graph and Multi-view Memory Attention Mechanism for Top-N Heterogeneous Recommendation","authors":"M. Vijaikumar, S. Shevade, M. Murty","doi":"10.1007/978-3-030-47426-3_3","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_3","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":"10 1","pages":"28 - 40"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78700701","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
A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Data 不平衡数据的邻近加权证据k最近邻分类器
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_6
Md. Eusha Kadir, Pritom Saha Akash, S. Sharmin, A. Ali, M. Shoyaib
{"title":"A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Data","authors":"Md. Eusha Kadir, Pritom Saha Akash, S. Sharmin, A. Ali, M. Shoyaib","doi":"10.1007/978-3-030-47436-2_6","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_6","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":"27 1","pages":"71 - 83"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85006500","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
PhosTransfer: A Deep Transfer Learning Framework for Kinase-Specific Phosphorylation Site Prediction in Hierarchy phostrtransfer:层次结构中激酶特异性磷酸化位点预测的深度迁移学习框架
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_29
Ying Xu, Campbell Wilson, A. Leier, T. Marquez-Lago, J. Whisstock, Jiangning Song
{"title":"PhosTransfer: A Deep Transfer Learning Framework for Kinase-Specific Phosphorylation Site Prediction in Hierarchy","authors":"Ying Xu, Campbell Wilson, A. Leier, T. Marquez-Lago, J. Whisstock, Jiangning Song","doi":"10.1007/978-3-030-47436-2_29","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_29","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":"384 - 395"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85512839","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
Adversarial Autoencoder and Multi-Task Semi-Supervised Learning for Multi-stage Process 多阶段过程的对抗性自编码器和多任务半监督学习
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: 10.1007/978-3-030-47436-2_1
André Mendes, J. Togelius, L. Coelho
{"title":"Adversarial Autoencoder and Multi-Task Semi-Supervised Learning for Multi-stage Process","authors":"André Mendes, J. Togelius, L. Coelho","doi":"10.1007/978-3-030-47436-2_1","DOIUrl":"https://doi.org/10.1007/978-3-030-47436-2_1","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":"37 1","pages":"3 - 16"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87565892","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
Off-Policy Recommendation System Without Exploration 政策外推荐体系缺乏探索
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: 10.1007/978-3-030-47426-3_2
Chengwei Wang, Tengfei Zhou, Chen Chen, Tianlei Hu, Gang Chen
{"title":"Off-Policy Recommendation System Without Exploration","authors":"Chengwei Wang, Tengfei Zhou, Chen Chen, Tianlei Hu, Gang Chen","doi":"10.1007/978-3-030-47426-3_2","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_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":"82 1","pages":"16 - 27"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90088886","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
Mobility Irregularity Detection with Smart Transit Card Data 智能交通卡数据的移动不规则检测
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: 10.1007/978-3-030-47426-3_42
Xuesong Wang, Lina Yao, Wei Liu, Can Li, Lei Bai, S. Waller
{"title":"Mobility Irregularity Detection with Smart Transit Card Data","authors":"Xuesong Wang, Lina Yao, Wei Liu, Can Li, Lei Bai, S. Waller","doi":"10.1007/978-3-030-47426-3_42","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_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":"19 1","pages":"541 - 552"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90320824","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
TemporalGAT: Attention-Based Dynamic Graph Representation Learning TemporalGAT:基于注意的动态图表示学习
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_32
A. Fathy, Kan Li
{"title":"TemporalGAT: Attention-Based Dynamic Graph Representation Learning","authors":"A. Fathy, Kan Li","doi":"10.1007/978-3-030-47426-3_32","DOIUrl":"https://doi.org/10.1007/978-3-030-47426-3_32","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":"413 - 423"},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75205079","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: 14
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