Research

My research interests are in the broad area of database systems, with primary focus on probabilistic databases, statistical relational learning and uncertain data management.

Publications

(DBLP, Google Scholar)

• Gamma Probabilistic Databases: Learning from Exchangeable Query-Answers Niccolò Meneghetti, Ouael Ben Amara
  EDBT 2022, Vol 25, pages 260–273. (pdf, yt)

• Learning From Query-Answers: A Scalable Approach to Belief Updating and Parameter Learning
  Niccolò Meneghetti, Oliver Kennedy and Wolfgang Gatterbauer
  TODS 2018, special issue on “Best of SIGMOD 2017 Papers“,
  Volume 43 Issue 4, December 2018, Article No. 17. (pdf, acm)

• Beta Probabilistic Databases: A Scalable Approach to Belief Updating and Parameter Learning
  Niccolò Meneghetti, Oliver Kennedy and Wolfgang Gatterbauer
  SIGMOD 2017, Pages 573-586 (pdf, acm, yt)

• Output-sensitive Evaluation of Prioritized Skyline Queries
  Niccolò Meneghetti, Denis Mindolin, Paolo Ciaccia and Jan Chomicki
  SIGMOD 2015, Pages 1955-1967. (pdf, acm)

• Lenses: An On-Demand Approach to ETL
  Y. Yang, N. Meneghetti, R. Fehling, Z.H. Liu and O. Kennedy
  VLDB 2015, Volume 8 Issue 12, August 2015. Pages 1578-1589. (pdf, acm)

• Probabilistic Skylines
  Niccolò Meneghetti
  In Liu L., Özsu M. (eds) Encyclopedia of Database Systems (2016)
  Springer, New York, NY. (doi)

• Skyline queries, front and back
  Jan Chomicki, Paolo Ciaccia and Niccolò Meneghetti
  SIGMOD Record Vol. 42, Issue 3, Pages 6-18, 2013. (acm)