Niccolò Meneghetti, Ph.D.

Assistant Professor, Computer and Information Science
Niccolò Meneghetti
College of Engineering and Computer Science
Computer and Information Science
DAIR
[email protected]
313-583-6625
242 Computer and Information Science Building | 4901 Evergreen Road | Dearborn, MI 48128
link http://www-personal.umd.umich.edu/~niccolom/
Michigan Expert (MExpert) Profile

Teaching Areas:

Computer and Information Science, Data Science

Research Areas:

Data Management, Data Mining, Data Science, Machine Learning, Optimization, and Intelligent Systems

Biography and Education

Education

  • Ph.D., State University of New York at Buffalo (SUNY Buffalo)
  • M.S., Alma Mater Studiorum Università di Bologna, Italy
  • B.S., Alma Mater Studiorum Università di Bologna, Italy

Teaching and Research

Courses Taught

Selected Publications

  1. Niccolò Meneghetti and Ouael Ben Amara, "Gamma Probabilistic Databases: Learning from Exchangeable Query-Answers", EDBT 2022, Vol 25, pages 260–273, 2022.
  2. Niccolò Meneghetti, Oliver Kennedy,Wolfgang Gatterbauer​​​​​​, "Learning from Query-Answers: A Scalable Approach to Belief Updating and Parameter Learning", To appear in ACM Transactions on Database systems (under the section “Best of SIGMOD”, 2018)
  3. Niccolò Meneghetti, Oliver Kennedy,Wolfgang Gatterbauer, "Beta Probabilistic Databases: A Scalable Approach to Belief Updating and Parameter Learning", ACM SIGMOD 2017, pp 573–586, DOI: https://doi.org/10.1145/3035918.3064026
  4. Niccolò Meneghetti, Denis Mindolin, Paolo Ciaccia, Jan Chomicki​​​​​​, "Output-sensitive Evaluation of Prioritized Skyline Queries", ACM SIGMOD 2015, pp 1955–1967, DOI: http://dx.doi.org/10.1145/2723372.2723736
  5. Ying Yang, Niccolò Meneghetti, Ronny Fehling, Zhen Hua Liu, Oliver Kennedy, "Lenses: An On-Demand Approach to ETL", PVLDB 2015, Volume 8, no. 12,August 2015, pp 1578-1589, DOI: https://doi.org/10.14778/2824032.2824055
  6. Niccolò Meneghetti, "Probabilistic Skylines", In: Liu L., Özsu M. (eds) Encyclopedia of Database Systems (2016), Springer, New York, NY, DOI: https://doi.org/10.1007/978-1-4899-7993-3
  7. Jan Chomicki, Paolo Ciaccia, Niccolò Meneghetti, "Skyline queries, front and back", ACM SIGMOD Record, Volume 42 Issue 3, September 2013, pp 6-18