Donatella Firmani | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Breaking Down Accuracy with Subspace Optimization	Proceedings 27th International Conference on Extending Database Technology	2024
INTEND: Intent-Based Data Operation in the Computing Continuum	Proceedings of the Research Projects Exhibition Papers Presented at the 36th International Conference on Advanced Information Systems Engineering (CAiSE 2024)	2024
Composing Smart Data Services in Shop Floors Through Large Language Models	Service-Oriented Computing	2024
Using Knowledge Graphs for Record Linkage: Challenges and Opportunities	Advanced Information Systems Engineering Workshops	2023
Bridging the Gap between Buyers and Sellers in Data Marketplaces with Personalized Datasets	31st Italian Symposium on Advanced Database Systems	2023
NLP-Based Management of Large Multiple-Choice Test Item Repositories	THE JOURNAL OF LEARNING ANALYTICS	2023
Self-supervised learning for medieval handwriting identification. A case study from the Vatican Apostolic Library	INFORMATION PROCESSING & MANAGEMENT	2022
Explaining Link Prediction Systems based on Knowledge Graph Embeddings	PROCEEDINGS - ACM-SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA	2022
Hierarchical Entity Resolution using an Oracle	PROCEEDINGS - ACM-SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA	2022
Effective Explanations for Entity Resolution Models	38th IEEE International Conference on Data Engineering, ICDE 2022	2022
Kelpie: an Explainability Framework for Embedding-based Link Prediction Models	PROCEEDINGS OF THE VLDB ENDOWMENT	2022
CERTEM: Explaining and Debugging Black-box Entity Resolution Systems with CERTA	PROCEEDINGS OF THE VLDB ENDOWMENT	2022
Knowledge graph embedding for link prediction: A comparative analysis	ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA	2021
A meta-algorithm for finding large k-plexes	KNOWLEDGE AND INFORMATION SYSTEMS	2021
In Codice Ratio: A crowd-enabled solution for low resource machine transcription of the Vatican Registers	INFORMATION PROCESSING & MANAGEMENT	2021
Efficient and effective ER with progressive blocking	VLDB JOURNAL	2021
Knowledge graph embeddings or bias graph embeddings? A study of bias in link prediction models	4th Workshop on Deep Learning for Knowledge Graphs, DL4KG, WINNER OF THE BEST PAPER AWARD	2021
Automatic entity labeling through explanation techniques	29th Italian Symposium on Advanced Database Systems, SEBD 2021	2021
Editorial: Big Data Management in Industry 4.0	FRONTIERS IN BIG DATA	2021
BEER: Blocking for Effective Entity Resolution	47th ACM SIGMOD International Conference on Management of Data (SIGMOD), Class A++ (GII-GRIN rating)	2021