Publications

In my research activity, I have authored the following scientific papers (from most to least recent):

Explaining Link Prediction Systems based on Knowledge Graph Embeddings
Andrea Rossi, Donatella Firmani, Paolo Merialdo, Tommaso Teofili
SIGMOD 2022 (to appear)
(Code available here)

Knowledge Graph Embeddings or Bias Graph Embeddings? A Study of Bias in Link Prediction Models
Andrea Rossi, Donatella Firmani, Paolo Merialdo
DL4KG 2021 (ISWC Workshop 2021)
Best Paper Award
(Code available here)

Knowledge Graph Embedding for Link Prediction: A Comparative Analysis
Andrea Rossi, Denilson Barbosa, Donatella Firmani, Antonio Matinata, Paolo Merialdo
ACM TKDD 2021
(Code available here)

Interpreting Link Prediction on Knowledge Graphs
Andrea Rossi
SEBD 2020

Crowdsourcing for Building Knowledge Graphs at Scale from the Vatican Archives
Donatella Firmani, Paolo Merialdo, Elena Nieddu, Andrea Rossi, Riccardo Torlone
SEBD 2020

Knowledge Graph Embeddings: Are Relation-Learning Models Learning Relations?
Andrea Rossi, Antonio Matinata
PIE 2020 (EDBT/ICDT Workshops 2020)

In Codice Ratio: Scalable Transcription of Historical Handwritten Documents
Serena Ammirati, Donatella Firmani, Marco Maiorino, Paolo Merialdo, Elena Nieddu, Andrea Rossi
SEBD 2017