publications

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

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

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