Conferences and journals

  • "Diversity in Big Data: A Review", Marina Drosou, HV Jagadish, Evaggelia Pitoura and Julia Stoyanovich. Big Data Special Issue on Social and Technical Trade-Offs, June 2017. pdf
  • "Fides: A platform for responsible data science", Bill Howe, Julia Stoyanovichi, Serge Abiteboul, Gerome Miklau, Arnaud Sahuguet and Gerhard Weikum. Proceedings of SSDBM 2017. pdf
  • "DataSynthesizer: Privacy-preserving synthetic datasets", Haoyue Ping, Julia Stoyanovich and Bill Howe. Proceedings of SSDBM 2017. pdf
  • "Measuring fairness in ranked outputs", Ke Yang and Julia Stoyanovich. Proceedings of SSDBM 2017. pdf
  • "Data, responsibly: fairness, neutrality and transparency in data analysis", Julia Stoyanovich, Serge Abiteboul and Gerome Miklau. Proceedings of EDBT 2016. pdf
  • "Collaborative Access Control in WebdamLog", Vera Zaychik Moffitt, Julia Stoyanovich, Serge Abiteboul, Gerome Miklau. Proceedings of ACM SIGMOD 2015.pdf
  • "Rule-Based Application Development using Webdamlog" (demonstration), Serge Abiteboul, Emilien Antoine, Gerome Miklau, Julia Stoyanovich, and Jules Testard. Proceedings of SIGMOD 2013. pdf
  • "Making Interval-Based Clustering Rank-Aware", Julia Stoyanovich, Sihem Amer-Yahia and Tova Milo. Proceedings of EDBT 2011. pdf
  • "On Provenance and Privacy", Susan Davidson, Sanjeev Khanna, Sudeepa Roy, Julia Stoyanovich, Val Tannen, Yi Chen. Proceedings of ICDT 2011. pdf

Reports

  • "Data, Responsibly (Dagstuhl Seminar 16291)", Serge Abiteboul, Gerome Miklau, Julia Stoyanovich and Gerhard Weikum. Schloss Dagstuhl Seminar Report, 2016. full report
  • "Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151)", Serge Abiteboul, Marcelo Arenas, Pablo Barceló, Meghyn Bienvenu, Diego Calvanese, Claire David, Richard Hull, Eyke Hüllermeier, Benny Kimelfeld, Leonid Libkin, Wim Martens, Tova Milo, Filip Murlak, Frank Neven, Magdalena Ortiz, Thomas Schwentick, Julia Stoyanovich, Jianwen Su, Dan Suciu, Victor Vianu, Ke Yi. Schloss Dagstuhl Seminar Report, 2016. full report   SIGMOD Record (abridged)

Blogs and popular press

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