{"id":20,"date":"2024-04-27T13:28:21","date_gmt":"2024-04-27T13:28:21","guid":{"rendered":"http:\/\/vargas-solar.com\/dei-sigmod-pods-panel\/?page_id=20"},"modified":"2024-04-27T14:05:18","modified_gmt":"2024-04-27T14:05:18","slug":"bibliography","status":"publish","type":"page","link":"http:\/\/vargas-solar.com\/dei-sigmod-pods-panel\/bibliography\/","title":{"rendered":"BIBLIOGRAPHY"},"content":{"rendered":"\n<ol class=\"wp-block-list\">\n<li>Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi.&nbsp;<a href=\"https:\/\/colab.research.google.com\/corgiredirector?site=https%3A%2F%2Fdl.acm.org%2Fdoi%2Fpdf%2F10.1145%2F3546913\" target=\"_blank\" rel=\"noreferrer noopener\">A Coverage-based Approach to Nondiscrimination-aware Data Transformation.<\/a>&nbsp;ACM J. Data Inf.&nbsp;Qual. 14(4): 26:1-26:26 (2022)<\/li>\n\n\n\n<li>Abolfazl Asudeh, Zhongjun Jin, H. V. Jagadish.&nbsp;<a href=\"https:\/\/colab.research.google.com\/corgiredirector?site=https%3A%2F%2Farxiv.org%2Fpdf%2F1810.06742.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Assessing and Remedying Coverage for a Given Dataset.<\/a>&nbsp;ICDE 2019: 554-565<\/li>\n\n\n\n<li>&nbsp;Barbara Catania, Giovanna Guerrini, Chiara Accinelli.&nbsp;<a href=\"https:\/\/colab.research.google.com\/corgiredirector?site=https%3A%2F%2Flink.springer.com%2Fcontent%2Fpdf%2F10.1007%2Fs00146-022-01472-5.pdf%3Fpdf%3Dbutton\" target=\"_blank\" rel=\"noreferrer noopener\">Fairness &amp; friends in the data science era.<\/a>&nbsp;AI Soc. 38(2): 721-731 (2023)<\/li>\n\n\n\n<li>Nick Couldry &amp; Ulises Ali Mej\u00eda\u2019s (2021): The decolonial turn in data and technology research: what is at stake and where is it heading? Information, Communication &amp; Society, DOI: 10.1080\/1369118X.2021.1986102 ;<\/li>\n\n\n\n<li>F. Kamiran and T. Calders.&nbsp;<a href=\"https:\/\/colab.research.google.com\/corgiredirector?site=https%3A%2F%2Ffiles.core.ac.uk%2Fpdf%2F2612%2F81728147.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Data Preprocessing Techniques for Classification without Discrimination.<\/a>&nbsp;Knowledge and Information Systems, 2012.<\/li>\n\n\n\n<li>Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena, Kristina Lerman, and Aram Galstyan.&nbsp;<a href=\"https:\/\/colab.research.google.com\/drive\/1fu9xx7upArK0bIrlytu90ueVKvtoUNXz#scrollTo=GKaxJRMr6XGi&amp;line=16&amp;uniqifier=1\" target=\"_blank\" rel=\"noreferrer noopener\">A Survey on Bias and Fairness in Machine Learning.<\/a>In: ACM Comput.&nbsp;Surv. 54.6 (2021),115:1\u2013115:35<\/li>\n\n\n\n<li>Nima Shahbazi, Yin Lin, Abolfazl Asudeh, H. V. Jagadish.&nbsp;Representation Bias in Data: A Survey on Identification and Resolution Techniques CoRR abs\/2203.11852 (2022)<\/li>\n\n\n\n<li>Suraj Shetiya, Ian P. Swift, Abolfazl Asudeh, Gautam Das.&nbsp;<a href=\"https:\/\/colab.research.google.com\/corgiredirector?site=https%3A%2F%2Fwww.cs.uic.edu%2F%7Easudeh%2Fpubs%2FFairness_aware_range_queries_ICDE.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Fairness-Aware Range Queries for Selecting Unbiased Data<\/a>. ICDE 2022: 1423-1436<\/li>\n\n\n\n<li>Responsible Data Science at the Center for Data Science at NYU: 2020 Spring semester:&nbsp;<a href=\"https:\/\/colab.research.google.com\/corgiredirector?site=https%3A%2F%2Fdataresponsibly.github.io%2Fcourses%2Fspring20%2F\" target=\"_blank\" rel=\"noreferrer noopener\">DS-GA 3001.009: Special Topics in Data Science: Responsible Data Science<\/a>, taught by&nbsp;<a href=\"https:\/\/colab.research.google.com\/corgiredirector?site=http%3A%2F%2Fstoyanovich.org%2F\" target=\"_blank\" rel=\"noreferrer noopener\">Julia Stoyanovich<\/a>, with a special reference to this&nbsp;<a href=\"https:\/\/github.com\/DataResponsibly\/courses\/blob\/master\/documents\/spring20\/RDS_Lab_2_2020.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">notebook<\/a><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-20","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/vargas-solar.com\/dei-sigmod-pods-panel\/wp-json\/wp\/v2\/pages\/20","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/vargas-solar.com\/dei-sigmod-pods-panel\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/vargas-solar.com\/dei-sigmod-pods-panel\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/dei-sigmod-pods-panel\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/dei-sigmod-pods-panel\/wp-json\/wp\/v2\/comments?post=20"}],"version-history":[{"count":2,"href":"http:\/\/vargas-solar.com\/dei-sigmod-pods-panel\/wp-json\/wp\/v2\/pages\/20\/revisions"}],"predecessor-version":[{"id":28,"href":"http:\/\/vargas-solar.com\/dei-sigmod-pods-panel\/wp-json\/wp\/v2\/pages\/20\/revisions\/28"}],"wp:attachment":[{"href":"http:\/\/vargas-solar.com\/dei-sigmod-pods-panel\/wp-json\/wp\/v2\/media?parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}