{"title":"Clustering Multi-View Data Using Non-negative Matrix Factorization and Manifold Learning for Effective Understanding: A Survey Paper","authors":"Thi Ngoc Khanh Luong, R. Nayak","doi":"10.1007/978-3-030-01872-6_9","DOIUrl":"https://doi.org/10.1007/978-3-030-01872-6_9","url":null,"abstract":"","PeriodicalId":149718,"journal":{"name":"Unsupervised and Semi-Supervised Learning","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128072989","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}
{"title":"Semi-supervised and Unsupervised Approaches to Record Pairs Classification in Multi-Source Data Linkage","authors":"Anna Jurek-Loughrey, P Deepak","doi":"10.1007/978-3-030-01872-6_3","DOIUrl":"https://doi.org/10.1007/978-3-030-01872-6_3","url":null,"abstract":"","PeriodicalId":149718,"journal":{"name":"Unsupervised and Semi-Supervised Learning","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128709339","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}
K. O'Hare, Anna Jurek-Loughrey, Cassio Polpo de Campos
{"title":"A Review of Unsupervised and Semi-supervised Blocking Methods for Record Linkage","authors":"K. O'Hare, Anna Jurek-Loughrey, Cassio Polpo de Campos","doi":"10.1007/978-3-030-01872-6_4","DOIUrl":"https://doi.org/10.1007/978-3-030-01872-6_4","url":null,"abstract":"","PeriodicalId":149718,"journal":{"name":"Unsupervised and Semi-Supervised Learning","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114234023","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}
{"title":"L 2 Normalized Data Clustering Through the Dirichlet Process Mixture Model of von Mises Distributions with Localized Feature Selection","authors":"Wentao Fan, N. Bouguila, Yewang Chen, Ziyi Chen","doi":"10.1007/978-3-030-23876-6_6","DOIUrl":"https://doi.org/10.1007/978-3-030-23876-6_6","url":null,"abstract":"","PeriodicalId":149718,"journal":{"name":"Unsupervised and Semi-Supervised Learning","volume":"13 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":"127220277","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}
{"title":"Concluding Remarks","authors":"Adil M. Bagirov, N. Karmitsa, S. Taheri","doi":"10.1007/978-3-030-37826-4_13","DOIUrl":"https://doi.org/10.1007/978-3-030-37826-4_13","url":null,"abstract":"","PeriodicalId":149718,"journal":{"name":"Unsupervised and Semi-Supervised Learning","volume":"16 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":"123857474","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}
{"title":"Sampling Techniques for Supervised or Unsupervised Tasks","authors":"","doi":"10.1007/978-3-030-29349-9","DOIUrl":"https://doi.org/10.1007/978-3-030-29349-9","url":null,"abstract":"","PeriodicalId":149718,"journal":{"name":"Unsupervised and Semi-Supervised Learning","volume":"74 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":"132131555","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}