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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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An Effective WGAN-Based Anomaly Detection Model for IoT Multivariate Time Series 基于wgan的物联网多变量时间序列异常检测模型
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_7
Sibo Qi, Juan Chen, Peng Chen, Peian Wen, Wenyu Shan, Ling Xiong
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引用次数: 1
Toward Explainable Recommendation via Counterfactual Reasoning 基于反事实推理的可解释推荐
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_1
Haiyang Xia, Qian Li, Zhichao Wang, Gang Li
{"title":"Toward Explainable Recommendation via Counterfactual Reasoning","authors":"Haiyang Xia, Qian Li, Zhichao Wang, Gang Li","doi":"10.1007/978-3-031-33380-4_1","DOIUrl":"https://doi.org/10.1007/978-3-031-33380-4_1","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":"87789460","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
Data-dependent and Scale-Invariant Kernel for Support Vector Machine Classification 支持向量机分类的数据依赖和尺度不变核
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_14
V. Malgi, Sunil Aryal, Zafaryab Rasool, David Tay
{"title":"Data-dependent and Scale-Invariant Kernel for Support Vector Machine Classification","authors":"V. Malgi, Sunil Aryal, Zafaryab Rasool, David Tay","doi":"10.1007/978-3-031-33374-3_14","DOIUrl":"https://doi.org/10.1007/978-3-031-33374-3_14","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":"82964308","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
Proactive Rumor Control: When Impression Counts 主动控制谣言:当印象很重要的时候
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_3
Pengfei Xu, Zhiyong Peng, Liwei Wang
{"title":"Proactive Rumor Control: When Impression Counts","authors":"Pengfei Xu, Zhiyong Peng, Liwei Wang","doi":"10.1007/978-3-031-33383-5_3","DOIUrl":"https://doi.org/10.1007/978-3-031-33383-5_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":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":"85288330","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-Augmentation Contrastive Learning as Multi-Objective Optimization for Graph Neural Networks 图神经网络多目标优化的多增强对比学习
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: 10.1007/978-3-031-33377-4_38
Xu Li, Yongsheng Chen
{"title":"Multi-Augmentation Contrastive Learning as Multi-Objective Optimization for Graph Neural Networks","authors":"Xu Li, Yongsheng Chen","doi":"10.1007/978-3-031-33377-4_38","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_38","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":"83624616","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
RLMixer: A Reinforcement Learning Approach for Integrated Ranking with Contrastive User Preference Modeling RLMixer:一种基于对比用户偏好建模的综合排名强化学习方法
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: 10.1007/978-3-031-33380-4_31
Jing Wang, Mengchen Zhao, Wei Xia, Zhenhua Dong, Ruiming Tang, Rui Zhang, Jianye Hao, Guangyong Chen, P. Heng
{"title":"RLMixer: A Reinforcement Learning Approach for Integrated Ranking with Contrastive User Preference Modeling","authors":"Jing Wang, Mengchen Zhao, Wei Xia, Zhenhua Dong, Ruiming Tang, Rui Zhang, Jianye Hao, Guangyong Chen, P. Heng","doi":"10.1007/978-3-031-33380-4_31","DOIUrl":"https://doi.org/10.1007/978-3-031-33380-4_31","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":"90802840","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
Semi-Supervised Text Classification via Self-Paced Semantic-Level Contrast 基于自节奏语义级对比的半监督文本分类
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: 10.1007/978-3-031-33377-4_37
Yuguo Xia, Kai Zhang, Kaijie Zhou, Rui Wang, Xiaohui Hu
{"title":"Semi-Supervised Text Classification via Self-Paced Semantic-Level Contrast","authors":"Yuguo Xia, Kai Zhang, Kaijie Zhou, Rui Wang, Xiaohui Hu","doi":"10.1007/978-3-031-33377-4_37","DOIUrl":"https://doi.org/10.1007/978-3-031-33377-4_37","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":"76212877","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
Enhancing Robustness of Prototype with Attentive Information Guided Alignment in Few-Shot Classification 基于关注信息引导对齐的少弹分类原型鲁棒性增强
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_15
Tae-Hyung Kim, Woo-Jeoung Nam, Seong-Whan Lee
{"title":"Enhancing Robustness of Prototype with Attentive Information Guided Alignment in Few-Shot Classification","authors":"Tae-Hyung Kim, Woo-Jeoung Nam, Seong-Whan Lee","doi":"10.1007/978-3-031-33374-3_15","DOIUrl":"https://doi.org/10.1007/978-3-031-33374-3_15","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":"75771401","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
Fake News Detection Through Temporally Evolving User Interactions 通过时间演化的用户交互来检测假新闻
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_11
Shuzhi Gong, R. Sinnott, Jianzhong Qi, Cécile Paris
{"title":"Fake News Detection Through Temporally Evolving User Interactions","authors":"Shuzhi Gong, R. Sinnott, Jianzhong Qi, Cécile Paris","doi":"10.1007/978-3-031-33383-5_11","DOIUrl":"https://doi.org/10.1007/978-3-031-33383-5_11","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":"85324990","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
PICKD: In-Situ Prompt Tuning for Knowledge-Grounded Dialogue Generation PICKD:基于知识的对话生成的原位提示调谐
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_10
Rajdeep Sarkar, Koustava Goswami, Mihael Arcan, John P. Mccrae
{"title":"PICKD: In-Situ Prompt Tuning for Knowledge-Grounded Dialogue Generation","authors":"Rajdeep Sarkar, Koustava Goswami, Mihael Arcan, John P. Mccrae","doi":"10.1007/978-3-031-33383-5_10","DOIUrl":"https://doi.org/10.1007/978-3-031-33383-5_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":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":"75828373","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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