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Handbook of Mixed Membership Models and Their Applications最新文献

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Mixed Membership Blockmodels for Dynamic Networks with Feedback 动态反馈网络的混合成员块模型
Handbook of Mixed Membership Models and Their Applications Pub Date : 2014-11-06 DOI: 10.1201/b17520-31
Yoon-Sik Cho, G. V. Steeg, A. Galstyan
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引用次数: 4
Mixed Membership Classification for Documents with Hierarchically Structured Labels 具有层次结构标签的文档的混合成员分类
Handbook of Mixed Membership Models and Their Applications Pub Date : 2014-11-06 DOI: 10.1201/b17520-20
Frank D. Wood, A. Perotte
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引用次数: 2
Mixed Membership Models for Rank Data 排名数据的混合隶属关系模型
Handbook of Mixed Membership Models and Their Applications Pub Date : 2014-11-06 DOI: 10.1201/b17520-27
I. C. Gormley, T. B. Murphy
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引用次数: 3
Estimating Diagnostic Error without a Gold Standard 没有金标准的诊断误差估计
Handbook of Mixed Membership Models and Their Applications Pub Date : 2014-11-06 DOI: 10.1201/b17520-10
E. Erosheva, C. Joutard
{"title":"Estimating Diagnostic Error without a Gold Standard","authors":"E. Erosheva, C. Joutard","doi":"10.1201/b17520-10","DOIUrl":"https://doi.org/10.1201/b17520-10","url":null,"abstract":"","PeriodicalId":347179,"journal":{"name":"Handbook of Mixed Membership Models and Their Applications","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117270481","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
Hierarchical Mixed Membership Stochastic Blockmodels 分层混合隶属度随机块模型
Handbook of Mixed Membership Models and Their Applications Pub Date : 2014-11-06 DOI: 10.1201/b17520-29
T. Sweet, Andrew C. Thomas, B. Junker
{"title":"Hierarchical Mixed Membership Stochastic Blockmodels","authors":"T. Sweet, Andrew C. Thomas, B. Junker","doi":"10.1201/b17520-29","DOIUrl":"https://doi.org/10.1201/b17520-29","url":null,"abstract":"","PeriodicalId":347179,"journal":{"name":"Handbook of Mixed Membership Models and Their Applications","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126281373","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: 12
Nonparametric Mixed Membership Models 非参数混合隶属模型
Handbook of Mixed Membership Models and Their Applications Pub Date : 2014-11-06 DOI: 10.1201/b17520-7
D. Heinz
{"title":"Nonparametric Mixed Membership Models","authors":"D. Heinz","doi":"10.1201/b17520-7","DOIUrl":"https://doi.org/10.1201/b17520-7","url":null,"abstract":"","PeriodicalId":347179,"journal":{"name":"Handbook of Mixed Membership Models and Their Applications","volume":"146 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130633012","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
Discriminative Training of Mixed Membership Models 混合隶属模型的判别训练
Handbook of Mixed Membership Models and Their Applications Pub Date : 2014-11-06 DOI: 10.1201/b17520-23
Jun Zhu, E. Xing
{"title":"Discriminative Training of Mixed Membership Models","authors":"Jun Zhu, E. Xing","doi":"10.1201/b17520-23","DOIUrl":"https://doi.org/10.1201/b17520-23","url":null,"abstract":"18.","PeriodicalId":347179,"journal":{"name":"Handbook of Mixed Membership Models and Their Applications","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123413778","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
Block-LDA: Jointly Modeling Entity-Annotated Text and Entity-Entity Links 块lda:联合建模实体-注释文本和实体-实体链接
Handbook of Mixed Membership Models and Their Applications Pub Date : 1900-01-01 DOI: 10.1201/b17520-17
Ramnath Balasubramanyan, William W. Cohen
{"title":"Block-LDA: Jointly Modeling Entity-Annotated Text and Entity-Entity Links","authors":"Ramnath Balasubramanyan, William W. Cohen","doi":"10.1201/b17520-17","DOIUrl":"https://doi.org/10.1201/b17520-17","url":null,"abstract":"Identifying latent groups of entities from observed interactions between pairs of entities is a frequently encountered problem in areas like analysis of protein interactions and social networks. We present a model that combines aspects of mixed membership stochastic block models and topic models to improve entity-entity link modeling by jointly modeling links and text about the entities that are linked. We apply the model to two datasets: a protein-protein interaction (PPI) dataset supplemented with a corpus of abstracts of scientific publications annotated with the proteins in the PPI dataset and an Enron email corpus. The model is evaluated by inspecting induced topics to understand the nature of the data and by quantitative methods such as functional category prediction of proteins and perplexity which exhibit improvements when joint modeling is used over baselines that use only link or text information.","PeriodicalId":347179,"journal":{"name":"Handbook of Mixed Membership Models and Their Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130675320","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: 143
Partial Membership and Factor Analysis 部分隶属度与因子分析
Handbook of Mixed Membership Models and Their Applications Pub Date : 1900-01-01 DOI: 10.1201/b17520-6
Zoubin Ghahramani, S. Mohamed, K. Heller
{"title":"Partial Membership and Factor Analysis","authors":"Zoubin Ghahramani, S. Mohamed, K. Heller","doi":"10.1201/b17520-6","DOIUrl":"https://doi.org/10.1201/b17520-6","url":null,"abstract":"","PeriodicalId":347179,"journal":{"name":"Handbook of Mixed Membership Models and Their Applications","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115217247","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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