Niccol貌 Meneghetti, Ph.D.

Assistant Professor, Computer and Information Science
Niccol貌 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
schedule Not Teaching
link

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 Universit脿 di Bologna, Italy
  • B.S., Alma Mater Studiorum Universit脿 di Bologna, Italy

Teaching and Research

Courses Taught

Selected Publications

  1. Niccol貌 Meneghetti and Ouael Ben Amara, "Gamma Probabilistic Databases: Learning from Exchangeable Query-Answers", EDBT 2022, Vol 25, pages 260鈥273, 2022.
  2. Niccol貌 Meneghetti, Oliver Kennedy,Wolfgang Gatterbauer鈥嬧嬧嬧嬧嬧, "Learning from Query-Answers: A Scalable Approach to Belief Updating and Parameter Learning", To appear in ACM Transactions on Database systems (under the section 鈥淏est of SIGMOD鈥, 2018)
  3. Niccol貌 Meneghetti, Oliver Kennedy,Wolfgang Gatterbauer, "Beta Probabilistic Databases: A Scalable Approach to Belief Updating and Parameter Learning", ACM SIGMOD 2017, pp 573鈥586, DOI: https://doi.org/10.1145/3035918.3064026
  4. Niccol貌 Meneghetti, Denis Mindolin, Paolo Ciaccia, Jan Chomicki鈥嬧嬧嬧嬧嬧, "Output-sensitive Evaluation of Prioritized Skyline Queries", ACM SIGMOD 2015, pp 1955鈥1967, DOI: http://dx.doi.org/10.1145/2723372.2723736
  5. Ying Yang, Niccol貌 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. Niccol貌 Meneghetti, "Probabilistic Skylines", In: Liu L., 脰zsu 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, Niccol貌 Meneghetti, "Skyline queries, front and back", ACM SIGMOD Record, Volume 42 Issue 3, September 2013, pp 6-18