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Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...最新文献

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Anti-Money Laundering in Cryptocurrency via Multi-Relational Graph Neural Network 基于多关系图神经网络的加密货币反洗钱研究
Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl... Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-33377-4_10
Woochang Hyun, Jaehong Lee, B. Suh
{"title":"Anti-Money Laundering in Cryptocurrency via Multi-Relational Graph Neural Network","authors":"Woochang Hyun, Jaehong Lee, B. Suh","doi":"10.1007/978-3-031-33377-4_10","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_10","url":null,"abstract":"","PeriodicalId":91995,"journal":{"name":"Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...","volume":"3 1","pages":"118-130"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77572017","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
Accelerating Stochastic Newton Method via Chebyshev Polynomial Approximation 基于切比雪夫多项式近似的加速随机牛顿法
Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl... Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-33377-4_40
Fan Sha, Jianyu Pan
{"title":"Accelerating Stochastic Newton Method via Chebyshev Polynomial Approximation","authors":"Fan Sha, Jianyu Pan","doi":"10.1007/978-3-031-33377-4_40","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_40","url":null,"abstract":"","PeriodicalId":91995,"journal":{"name":"Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...","volume":"61 1","pages":"523-534"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84123193","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
Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning 基于动作空间分解的约束投资组合管理
Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl... Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-33377-4_29
David Winkel, Niklas Strauß, Matthias Schubert, Yunpu Ma, T. Seidl
{"title":"Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning","authors":"David Winkel, Niklas Strauß, Matthias Schubert, Yunpu Ma, T. Seidl","doi":"10.1007/978-3-031-33377-4_29","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_29","url":null,"abstract":"","PeriodicalId":91995,"journal":{"name":"Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...","volume":"2 1","pages":"373-385"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87444959","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
Inverse Problem of Censored Markov Chain: Estimating Markov Chain Parameters from Censored Transition Data 截尾马尔可夫链反问题:从截尾过渡数据估计马尔可夫链参数
Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl... Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-33377-4_23
M. Kohjima, Takeshi Kurashima, Hiroyuki Toda
{"title":"Inverse Problem of Censored Markov Chain: Estimating Markov Chain Parameters from Censored Transition Data","authors":"M. Kohjima, Takeshi Kurashima, Hiroyuki Toda","doi":"10.1007/978-3-031-33377-4_23","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_23","url":null,"abstract":"","PeriodicalId":91995,"journal":{"name":"Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...","volume":"1 1","pages":"297-308"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91323562","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
Transfer Reinforcement Learning Based Negotiating Agent Framework 基于迁移强化学习的谈判代理框架
Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl... Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-33377-4_30
Siqi Chen, Tianpei Yang, Heng You, Jianing Zhao, Jianye Hao, Gerhard Weiss
{"title":"Transfer Reinforcement Learning Based Negotiating Agent Framework","authors":"Siqi Chen, Tianpei Yang, Heng You, Jianing Zhao, Jianye Hao, Gerhard Weiss","doi":"10.1007/978-3-031-33377-4_30","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_30","url":null,"abstract":"","PeriodicalId":91995,"journal":{"name":"Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...","volume":"49 1","pages":"386-397"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90036510","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
The Causal Strength Bank: A New Benchmark for Causal Strength Classification 因果强度库:一种新的因果强度分类基准
Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl... Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-33374-3_9
Xiaosong Yuan, Renchu Guan, Wanli Zuo, Yijia Zhang
{"title":"The Causal Strength Bank: A New Benchmark for Causal Strength Classification","authors":"Xiaosong Yuan, Renchu Guan, Wanli Zuo, Yijia Zhang","doi":"10.1007/978-3-031-33374-3_9","DOIUrl":"https://doi.org/10.1007/978-3-031-33374-3_9","url":null,"abstract":"","PeriodicalId":91995,"journal":{"name":"Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...","volume":"62 1","pages":"111-122"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89281736","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
Using Flexible Memories to Reduce Catastrophic Forgetting 使用灵活记忆减少灾难性遗忘
Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl... Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-33377-4_17
Wernsen Wong, Yun Sing Koh, G. Dobbie
{"title":"Using Flexible Memories to Reduce Catastrophic Forgetting","authors":"Wernsen Wong, Yun Sing Koh, G. Dobbie","doi":"10.1007/978-3-031-33377-4_17","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_17","url":null,"abstract":"","PeriodicalId":91995,"journal":{"name":"Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...","volume":"47 3-4","pages":"219-230"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91508264","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
Discovering Geo-referenced Frequent Patterns in Uncertain Geo-referenced Transactional Databases 在不确定地理引用事务数据库中发现地理引用频繁模式
Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl... Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-33380-4_3
P. Likhitha, Pamalla Veena, R. U. Kiran, K. Zettsu
{"title":"Discovering Geo-referenced Frequent Patterns in Uncertain Geo-referenced Transactional Databases","authors":"P. Likhitha, Pamalla Veena, R. U. Kiran, K. Zettsu","doi":"10.1007/978-3-031-33380-4_3","DOIUrl":"https://doi.org/10.1007/978-3-031-33380-4_3","url":null,"abstract":"","PeriodicalId":91995,"journal":{"name":"Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...","volume":"148 1","pages":"29-41"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76728142","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
Multi-behavior Guided Temporal Graph Attention Network for Recommendation 推荐的多行为引导时间图注意网络
Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl... Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-33380-4_23
Weijun Xu, Han Li, Meihong Wang
{"title":"Multi-behavior Guided Temporal Graph Attention Network for Recommendation","authors":"Weijun Xu, Han Li, Meihong Wang","doi":"10.1007/978-3-031-33380-4_23","DOIUrl":"https://doi.org/10.1007/978-3-031-33380-4_23","url":null,"abstract":"","PeriodicalId":91995,"journal":{"name":"Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...","volume":"14 1","pages":"297-309"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82928531","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
Weak Correlation-Based Discriminative Dictionary Learning for Image Classification 基于弱相关的判别字典学习图像分类
Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl... Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-33374-3_13
Huangkai Zhang, Li Zhang
{"title":"Weak Correlation-Based Discriminative Dictionary Learning for Image Classification","authors":"Huangkai Zhang, Li Zhang","doi":"10.1007/978-3-031-33374-3_13","DOIUrl":"https://doi.org/10.1007/978-3-031-33374-3_13","url":null,"abstract":"","PeriodicalId":91995,"journal":{"name":"Advances in Knowledge Discovery and Data Mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part I. Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Isl...","volume":"52 1","pages":"159-170"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83111163","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
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