publications

publications by categories in reversed chronological order (since 2020).

Please refer to DBLP, Scopus and Google Scholar for the complete list.

2023

  1. EDBT
    An Intrinsically Interpretable Entity Matching System
    Andrea Baraldi, Francesco Del Buono, Francesco Guerra, and 2 more authors
    In EDBT 2023

2022

  1. PVLDB
    Time2Feat: Learning Interpretable Representations for Multivariate Time Series Clustering
    Angela Bonifati, Francesco Del Buono, Francesco Guerra, and 1 more author
    Proc. VLDB Endow. 2022
  2. PVLDB
    Analyzing How BERT Performs Entity Matching
    Matteo Paganelli, Francesco Del Buono, Andrea Baraldi, and 1 more author
    Proc. VLDB Endow. 2022
  3. SAC
    Evaluating the integration of datasets
    Matteo Paganelli, Francesco Del Buono, Francesco Guerra, and 1 more author
    In SAC 2022
  4. SEBD
    Landmark Explanation: a Tool for Entity Matching
    Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, and 1 more author
    In SEBD 2022

2021

  1. CIKM
    Landmark Explanation: An Explainer for Entity Matching Models
    Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, and 1 more author
    In CIKM 2021
  2. EDBT
    Automated Machine Learning for Entity Matching Tasks
    Matteo Paganelli, Francesco Del Buono, Marco Pevarello, and 2 more authors
    In EDBT 2021
  3. EDBT
    Using Landmarks for Explaining Entity Matching Models
    Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, and 1 more author
    In EDBT 2021
  4. SEBD
    Using Descriptions for Explaining Entity Matches (Discussion Paper)
    Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, and 2 more authors
    In SEBD 2021
  5. SIGMOD
    Transforming ML Predictive Pipelines into SQL with MASQ
    Francesco Del Buono, Matteo Paganelli, Paolo Sottovia, and 2 more authors
    In SIGMOD Conference 2021
  6. EDBT
    Proceedings of the 24th International Conference on Extending Database Technology, EDBT 2021, Nicosia, Cyprus, March 23 - 26, 2021
    2021

2020

  1. iiWAS
    Unsupervised Evaluation of Data Integration Processes
    Matteo Paganelli, Francesco Del Buono, Francesco Guerra, and 1 more author
    In iiWAS 2020
  2. Inf.Syst.
    Explaining data with descriptions
    Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, and 2 more authors
    Inf. Syst. 2020
  3. A Comparison of Approaches for Measuring the Semantic Similarity of Short Texts Based on Word Embeddings
    Karlo Babic, Francesco Guerra, Sanda Martincic-Ipsic, and 1 more author
    2020