{"title":"Explainable and Non-explainable Discrimination in Classification","authors":"F. Kamiran, I. Žliobaitė","doi":"10.1007/978-3-642-30487-3_8","DOIUrl":"https://doi.org/10.1007/978-3-642-30487-3_8","url":null,"abstract":"","PeriodicalId":104327,"journal":{"name":"Discrimination and Privacy in the Information Society","volume":"2016 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":"127513418","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":"From Data Minimization to Data Minimummization","authors":"B. Sloot","doi":"10.1007/978-3-642-30487-3_15","DOIUrl":"https://doi.org/10.1007/978-3-642-30487-3_15","url":null,"abstract":"","PeriodicalId":104327,"journal":{"name":"Discrimination and Privacy in the Information Society","volume":"4 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":"121757625","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":"Transparency in Data Mining: From Theory to Practice","authors":"Tal Z. Zarsky","doi":"10.1007/978-3-642-30487-3_17","DOIUrl":"https://doi.org/10.1007/978-3-642-30487-3_17","url":null,"abstract":"","PeriodicalId":104327,"journal":{"name":"Discrimination and Privacy in the Information Society","volume":"100 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":"115874816","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":"Why Unbiased Computational Processes Can Lead to Discriminative Decision Procedures","authors":"T. Calders, I. Žliobaitė","doi":"10.1007/978-3-642-30487-3_3","DOIUrl":"https://doi.org/10.1007/978-3-642-30487-3_3","url":null,"abstract":"","PeriodicalId":104327,"journal":{"name":"Discrimination and Privacy in the Information Society","volume":"26 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114136303","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":"Discrimination Data Analysis: A Multi-disciplinary Bibliography","authors":"Andrea Romei, S. Ruggieri","doi":"10.1007/978-3-642-30487-3_6","DOIUrl":"https://doi.org/10.1007/978-3-642-30487-3_6","url":null,"abstract":"","PeriodicalId":104327,"journal":{"name":"Discrimination and Privacy in the Information Society","volume":"33 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":"121721162","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":"Introducing Positive Discrimination in Predictive Models","authors":"S. Verwer, T. Calders","doi":"10.1007/978-3-642-30487-3_14","DOIUrl":"https://doi.org/10.1007/978-3-642-30487-3_14","url":null,"abstract":"","PeriodicalId":104327,"journal":{"name":"Discrimination and Privacy in the Information Society","volume":"121 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":"116345596","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":"Data Dilemmas in the Information Society: Introduction and Overview","authors":"B. Custers","doi":"10.1007/978-3-642-30487-3_1","DOIUrl":"https://doi.org/10.1007/978-3-642-30487-3_1","url":null,"abstract":"","PeriodicalId":104327,"journal":{"name":"Discrimination and Privacy in the Information Society","volume":"53 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":"131934274","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}
B. Custers, T. Calders, Tal Z. Zarsky, B. Schermer
{"title":"The Way Forward","authors":"B. Custers, T. Calders, Tal Z. Zarsky, B. Schermer","doi":"10.1007/978-3-642-30487-3_19","DOIUrl":"https://doi.org/10.1007/978-3-642-30487-3_19","url":null,"abstract":"","PeriodicalId":104327,"journal":{"name":"Discrimination and Privacy in the Information Society","volume":"46 1-2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132192365","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":"Direct and Indirect Discrimination Prevention Methods","authors":"S. Hajian, J. Domingo-Ferrer","doi":"10.1007/978-3-642-30487-3_13","DOIUrl":"https://doi.org/10.1007/978-3-642-30487-3_13","url":null,"abstract":"","PeriodicalId":104327,"journal":{"name":"Discrimination and Privacy in the Information Society","volume":"46 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":"128452170","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}