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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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RiskContra: A Contrastive Approach to Forecast Traffic Risks with Multi-Kernel Networks RiskContra:一种多核网络流量风险预测的对比方法
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: 10.1007/978-3-031-33383-5_21
Changlu Chen, Yanbin Liu, Ling Chen, Chengqi Zhang
{"title":"RiskContra: A Contrastive Approach to Forecast Traffic Risks with Multi-Kernel Networks","authors":"Changlu Chen, Yanbin Liu, Ling Chen, Chengqi Zhang","doi":"10.1007/978-3-031-33383-5_21","DOIUrl":"https://doi.org/10.1007/978-3-031-33383-5_21","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":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82298151","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
Online Volume Optimization for Notifications via Long Short-Term Value Modeling 通过长期短期价值建模的在线通知量优化
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_2
Yuchen Zhang, Mingjun Zhao, Chenglin Li, Weiyu Tou, Haolan Chen, Di Niu, Cunxiang Yin, Yancheng He, Fei Guo
{"title":"Online Volume Optimization for Notifications via Long Short-Term Value Modeling","authors":"Yuchen Zhang, Mingjun Zhao, Chenglin Li, Weiyu Tou, Haolan Chen, Di Niu, Cunxiang Yin, Yancheng He, Fei Guo","doi":"10.1007/978-3-031-33380-4_2","DOIUrl":"https://doi.org/10.1007/978-3-031-33380-4_2","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":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80118539","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
RL-Net: Interpretable Rule Learning with Neural Networks RL-Net:神经网络的可解释规则学习
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_8
Lucile Dierckx, Rosana Veroneze, Siegfried Nijssen
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引用次数: 0
Web-Scale Semantic Product Search with Large Language Models 基于大型语言模型的web级语义产品搜索
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_6
Aashiq Muhamed, S. Srinivasan, C. Teo, Qi Cui, Belinda Zeng, Trishul M. Chilimbi, S. Vishwanathan
{"title":"Web-Scale Semantic Product Search with Large Language Models","authors":"Aashiq Muhamed, S. Srinivasan, C. Teo, Qi Cui, Belinda Zeng, Trishul M. Chilimbi, S. Vishwanathan","doi":"10.1007/978-3-031-33380-4_6","DOIUrl":"https://doi.org/10.1007/978-3-031-33380-4_6","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":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73492454","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
Federated Learning Under Statistical Heterogeneity on Riemannian Manifolds 黎曼流形统计异质性下的联邦学习
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_30
Adnan Ahmad, Wei Luo, A. Robles-Kelly
{"title":"Federated Learning Under Statistical Heterogeneity on Riemannian Manifolds","authors":"Adnan Ahmad, Wei Luo, A. Robles-Kelly","doi":"10.1007/978-3-031-33374-3_30","DOIUrl":"https://doi.org/10.1007/978-3-031-33374-3_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":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78754821","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
MixER: MLP-Mixer Knowledge Graph Embedding for Capturing Rich Entity-Relation Interactions in Link Prediction 用于捕获链接预测中丰富实体关系交互的MLP-Mixer知识图嵌入
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_2
Thanh-Binh Le, An Pham, Tho Chung, Truong-Hai Nguyen, Tuan Ngo Nguyen, H. Le
{"title":"MixER: MLP-Mixer Knowledge Graph Embedding for Capturing Rich Entity-Relation Interactions in Link Prediction","authors":"Thanh-Binh Le, An Pham, Tho Chung, Truong-Hai Nguyen, Tuan Ngo Nguyen, H. Le","doi":"10.1007/978-3-031-33377-4_2","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_2","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":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77259840","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
ItrievalKD: An Iterative Retrieval Framework Assisted with Knowledge Distillation for Noisy Text-to-Image Retrieval 基于知识精馏的文本图像检索迭代框架
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: 10.1007/978-3-031-33380-4_20
Z. Liu, Yongxin Zhu, Zhujin Gao, Xin Sheng, Linli Xu
{"title":"ItrievalKD: An Iterative Retrieval Framework Assisted with Knowledge Distillation for Noisy Text-to-Image Retrieval","authors":"Z. Liu, Yongxin Zhu, Zhujin Gao, Xin Sheng, Linli Xu","doi":"10.1007/978-3-031-33380-4_20","DOIUrl":"https://doi.org/10.1007/978-3-031-33380-4_20","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":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84537323","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
pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints 基于变分分布约束的个性化联邦学习缓解特征分布偏性
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_22
Yongli Mou, Jiahui Geng, Feng Zhou, O. Beyan, Chunming Rong, Stefan Decker
{"title":"pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints","authors":"Yongli Mou, Jiahui Geng, Feng Zhou, O. Beyan, Chunming Rong, Stefan Decker","doi":"10.1007/978-3-031-33377-4_22","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_22","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":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85333225","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
Hierarchical Graph Neural Network for Patient Treatment Preference Prediction with External Knowledge 基于外部知识的患者治疗偏好预测的层次图神经网络
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_16
Quan Li, Ling Chen, Yong Cai, Dinghao Wu
{"title":"Hierarchical Graph Neural Network for Patient Treatment Preference Prediction with External Knowledge","authors":"Quan Li, Ling Chen, Yong Cai, Dinghao Wu","doi":"10.1007/978-3-031-33380-4_16","DOIUrl":"https://doi.org/10.1007/978-3-031-33380-4_16","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":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91215892","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
Bayesian Optimization over Mixed Type Inputs with Encoding Methods 基于编码方法的混合输入贝叶斯优化
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_16
Zhihao Liu, Weiming Ou, Songhao Wang
{"title":"Bayesian Optimization over Mixed Type Inputs with Encoding Methods","authors":"Zhihao Liu, Weiming Ou, Songhao Wang","doi":"10.1007/978-3-031-33377-4_16","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_16","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":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78058145","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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