Donatella Firmani

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 58

Top Topics

Statistical Inference

Link Prediction

Graph Embedding

Entity Resolution

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Hui Song, Dumitru Roman, Rustem Dautov, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Róbert Szabó, Christian Schaefer, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu
INTEND: Intent-Based Data Operation in the Computing Continuum. CAiSE Research Projects Exhibition (2024)
Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Renata Borovica-Gajic, Donatella Firmani
Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM). SIGMOD Conference Companion (2024)
Donatella Firmani, Giorgio Grani, Flavia Tagliafierro
Breaking Down Accuracy with Subspace Optimization. EDBT (2024)
Donatella Firmani, Sainyam Galhotra, Barna Saha, Divesh Srivastava
Building Taxonomies with Triplet Queries. SEBD (2024)
Valentina Albano, Donatella Firmani, Luigi Laura, Jerin George Mathew, Anna Lucia Paoletti, Irene Torrente
Resolving duplicates in Large Multiple-Choice Questions Repositories. IRCDL (2024)
Andrea De Angelis, Maurizio Mazzei, Federico Piai, Paolo Merialdo, Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Donatella Firmani, Xu Chu, Peng Li, Renzhi Wu
Experiences and Lessons Learned from the SIGMOD Entity Resolution Programming Contests. SIGMOD Rec. 52 (2) (2023)
Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Donatella Firmani, Andreas Kipf
Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM). SIGMOD Conference Companion (2023)
Valentina Albano, Donatella Firmani, Luigi Laura, Jerin George Mathew, Anna Lucia Paoletti, Irene Torrente
NLP-Based Management of Large Multiple-Choice Test Item Repositories. J. Learn. Anal. 10 (3) (2023)
Andreas S. Andreou, Donatella Firmani, Jerin George Mathew, Massimo Mecella, Michalis Pingos
Using Knowledge Graphs for Record Linkage: Challenges and Opportunities. CAiSE Workshops (2023)
Donatella Firmani, Jerin George Mathew, Donatello Santoro, Giovanni Simonini, Luca Zecchini
Bridging the Gap between Buyers and Sellers in Data Marketplaces with Personalized Datasets. SEBD (2023)
Andrea Rossi, Donatella Firmani, Paolo Merialdo, Tommaso Teofili
Kelpie: an Explainability Framework for Embedding-based Link Prediction Models. Proc. VLDB Endow. 15 (12) (2022)
Tommaso Teofili, Donatella Firmani, Nick Koudas, Vincenzo Martello, Paolo Merialdo, Divesh Srivastava
Effective Explanations for Entity Resolution Models. CoRR (2022)
Lorenzo Lastilla, Serena Ammirati, Donatella Firmani, Nikos Komodakis, Paolo Merialdo, Simone Scardapane
Self-supervised learning for medieval handwriting identification: A case study from the Vatican Apostolic Library. Inf. Process. Manag. 59 (3) (2022)
Valentina Albano, Donatella Firmani, Luigi Laura, Anna Lucia Paoletti, Irene Torrente
Managing Large Multiple-choice Test Items Repositories. IV (2022)
Rajesh Bordawekar, Yael Amsterdamer, Donatella Firmani, Ryan Marcus, Oded Shmueli
aiDM'22: Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management. SIGMOD Conference (2022)
Andrea Rossi, Donatella Firmani, Paolo Merialdo, Tommaso Teofili
Explaining Link Prediction with Kelpie. SEBD (2022)
Donatella Firmani, Letizia Tanca, Riccardo Torlone
Editorial: Special Issue on Data Quality and Ethics. ACM J. Data Inf. Qual. 14 (4) (2022)
Andrea Rossi, Donatella Firmani, Paolo Merialdo, Tommaso Teofili
Explaining Link Prediction Systems based on Knowledge Graph Embeddings. SIGMOD Conference (2022)
Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava
Hierarchical Entity Resolution using an Oracle. SIGMOD Conference (2022)
Tommaso Teofili, Donatella Firmani, Nick Koudas, Paolo Merialdo, Divesh Srivastava
CERTEM: Explaining and Debugging Black-box Entity Resolution Systems with CERTA. Proc. VLDB Endow. 15 (12) (2022)
Tommaso Teofili, Donatella Firmani, Nick Koudas, Vincenzo Martello, Paolo Merialdo, Divesh Srivastava
Effective Explanations for Entity Resolution Models. ICDE (2022)
Andrea Rossi, Denilson Barbosa, Donatella Firmani, Antonio Matinata, Paolo Merialdo
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis. ACM Trans. Knowl. Discov. Data 15 (2) (2021)
Valter Crescenzi, Andrea De Angelis, Donatella Firmani, Maurizio Mazzei, Paolo Merialdo, Federico Piai, Divesh Srivastava
Alaska: A Flexible Benchmark for Data Integration Tasks. CoRR (2021)
Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava
Efficient and effective ER with progressive blocking. VLDB J. 30 (4) (2021)
Elena Nieddu, Donatella Firmani, Paolo Merialdo, Marco Maiorino
In Codice Ratio: A crowd-enabled solution for low resource machine transcription of the Vatican Registers. Inf. Process. Manag. 58 (5) (2021)
Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava
BEER: Blocking for Effective Entity Resolution. SIGMOD Conference (2021)
Silvana Castano, Alfio Ferrara, Donatella Firmani, Jerin George Mathew, Stefano Montanelli
Automatic Entity Labeling through Explanation Techniques (Discussion Paper). SEBD (2021)
Andrea Rossi, Paolo Merialdo, Donatella Firmani
Knowledge Graph Embeddings or Bias Graph Embeddings? A Study of Bias in Link Prediction Models. DL4KG@ISWC (2021)
Alessio Conte, Donatella Firmani, Maurizio Patrignani, Riccardo Torlone
A meta-algorithm for finding large k-plexes. Knowl. Inf. Syst. 63 (7) (2021)
Donatella Firmani, Francesco Leotta, Federica Mandreoli, Massimo Mecella
Editorial: Big Data Management in Industry 4.0. Frontiers Big Data 4 (2021)
Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava
Efficient and Effective ER with Progressive Blocking. CoRR (2020)
Donatella Firmani, Paolo Merialdo, Elena Nieddu, Andrea Rossi, Riccardo Torlone
Crowdsourcing for Building Knowledge Graphs at Scale from the Vatican Archives. SEBD (2020)
Andrea Rossi, Donatella Firmani, Antonio Matinata, Paolo Merialdo, Denilson Barbosa
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis. CoRR (2020)
Donatella Firmani, Letizia Tanca, Riccardo Torlone
Ethical Dimensions for Data Quality. ACM J. Data Inf. Qual. 12 (1) (2020)
Donatella Firmani, Francesco Leotta, Federica Mandreoli, Massimo Mecella
Towards Smart Manufacturing with Dynamic Dataspace Alignment. CAiSE Workshops (2020)
Simone Scardapane, Elena Nieddu, Donatella Firmani, Paolo Merialdo
Multikernel Activation Functions: Formulation and a Case Study. INNSBDDL (2019)
Serena Ammirati, Donatella Firmani, Marco Maiorino, Paolo Merialdo, Elena Nieddu
In Codice Ratio: Machine Transcription of Medieval Manuscripts. IRCDL (2019)
Vincenzo Di Cicco, Donatella Firmani, Nick Koudas, Paolo Merialdo, Divesh Srivastava
Interpreting deep learning models for entity resolution: an experience report using LIME. aiDM@SIGMOD (2019)
Tiziana Catarci, Donatella Firmani, Francesco Leotta, Federica Mandreoli, Massimo Mecella, Francesco Sapio
A Conceptual Architecture and Model for Smart Manufacturing Relying on Service-Based Digital Twins. ICWS (2019)
Alessio Conte, Donatella Firmani, Maurizio Patrignani, Riccardo Torlone
Shared-Nothing Distributed Enumeration of 2-Plexes. CIKM (2019)
Simone Scardapane, Elena Nieddu, Donatella Firmani, Paolo Merialdo
Multikernel activation functions: formulation and a case study. CoRR (2019)
Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava
Crowd-Sourced Entity Resolution with Control Queries. SEBD (2019)
Donatella Firmani, Francesco Leotta, Massimo Mecella
On Computing Throttling Rate Limits in Web APIs through Statistical Inference. ICWS (2019)
Donatella Firmani, Letizia Tanca, Riccardo Torlone
Data Processing: Reflections on Ethics. PIE@CAiSE (2019)
Donatella Firmani, Marco Maiorino, Paolo Merialdo, Elena Nieddu
Towards Knowledge Discovery from the Vatican Secret Archives. In Codice Ratio - Episode 1: Machine Transcription of the Manuscripts. KDD (2018)
Letizia Tanca, Paolo Atzeni, Davide Azzalini, Ilaria Bartolini, Luca Cabibbo, Luca Calderoni, Paolo Ciaccia, Valter Crescenzi, Juan Carlos De Martin, Selina Fenoglietto, Donatella Firmani, Sergio Greco, Francesco Isgrò, Dario Maio, Davide Martinenghi, Maristella Matera, Paolo Merialdo, Cristian Molinaro, Marco Patella, Roberto Prevete, Elisa Quintarelli, Antonio Santangelo, Andrea Tagarelli, Guglielmo Tamburrini, Riccardo Torlone
Ethics-aware Data Governance (Vision Paper). SEBD (2018)
Donatella Firmani, Marco Maiorino, Paolo Merialdo, Elena Nieddu
Towards Knowledge Discovery from the Vatican Secret Archives. In Codice Ratio - Episode 1: Machine Transcription of the Manuscripts. CoRR (2018)
Alessio Conte, Donatella Firmani, Caterina Mordente, Maurizio Patrignani, Riccardo Torlone
Cliques are Too Strict for Representing Communities: Finding Large k-plexes in Real Networks. SEBD (2018)
Donatella Firmani, Sainyam Galhotra, Barna Saha, Divesh Srivastava
Robust Entity Resolution Using a CrowdOracle. IEEE Data Eng. Bull. 41 (2) (2018)
Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava
Robust Entity Resolution using Random Graphs. SIGMOD Conference (2018)
Serena Ammirati, Donatella Firmani, Marco Maiorino, Paolo Merialdo, Elena Nieddu, Andrea Rossi
In Codice Ratio: Scalable Transcription of Historical Handwritten Documents. SEBD (2017)
Donatella Firmani, Paolo Merialdo, Elena Nieddu, Simone Scardapane
In Codice Ratio: OCR of Handwritten Latin Documents using Deep Convolutional Networks. AI*CH@AI*IA (2017)
Alessio Conte, Donatella Firmani, Caterina Mordente, Maurizio Patrignani, Riccardo Torlone
Fast Enumeration of Large k-Plexes. KDD (2017)
Donatella Firmani, Paolo Merialdo, Marco Maiorino
In Codice Ratio: Scalable Transcription of Vatican Registers. ERCIM News 2017 (111) (2017)
Donatella Firmani, Loukas Georgiadis, Giuseppe F. Italiano, Luigi Laura, Federico Santaroni
Strong Articulation Points and Strong Bridges in Large Scale Graphs. Algorithmica 74 (3) (2016)
Donatella Firmani, Barna Saha, Divesh Srivastava
Online Entity Resolution Using an Oracle. Proc. VLDB Endow. 9 (5) (2016)
Giuseppe Chiapparo, Umberto Ferraro Petrillo, Donatella Firmani, Luigi Laura
Biconnectivity of Social and Web Graphs. SEBD (2016)
Donatella Firmani, Massimo Mecella, Monica Scannapieco, Carlo Batini
On the Meaningfulness of "Big Data Quality" (Invited Paper). Data Sci. Eng. 1 (1) (2016)
Graham Cormode, Donatella Firmani
A unifying framework for ℓ 0-sampling algorithms. Distributed Parallel Databases 32 (3) (2014)
Donatella Firmani, Giuseppe F. Italiano, Marco Querini
Engineering Color Barcode Algorithms for Mobile Applications. SEA (2014)
Donatella Firmani, Giuseppe F. Italiano, Luigi Laura
The (not so) Critical Nodes of Criminal Networks. SocInfo Workshops (2014)
Donatella Firmani, Giuseppe F. Italiano, Luigi Laura, Federico Santaroni
Is Timetabling Routing Always Reliable for Public Transport?. ATMOS (2013)
Graham Cormode, Donatella Firmani
-Sampling Algorithms. ALENEX (2013)
Giorgio Ausiello, Donatella Firmani, Luigi Laura
The (betweenness) centrality of critical nodes and network cores. IWCMC (2013)
Giorgio Ausiello, Camil Demetrescu, Irene Finocchi, Donatella Firmani
k-Calling context profiling. OOPSLA (2012)
Giorgio Ausiello, Donatella Firmani, Luigi Laura
Real-time monitoring of undirected networks: Articulation points, bridges, and connected and biconnected components. Networks 59 (3) (2012)
Giorgio Ausiello, Donatella Firmani, Luigi Laura
Real-Time Monitoring of Undirected Networks: Articulation Points, Bridges, and Connected and Biconnected Components CoRR (2012)
Donatella Firmani, Giuseppe F. Italiano, Luigi Laura, Alessio Orlandi, Federico Santaroni
Computing Strong Articulation Points and Strong Bridges in Large Scale Graphs. SEA (2012)
Giorgio Ausiello, Donatella Firmani, Luigi Laura
Real-time analysis of critical nodes in network cores. IWCMC (2012)
Roberto Baldoni, Giuseppe Antonio Di Luna, Donatella Firmani, Giorgia Lodi
A Model for Continuous Query Latencies in Data Streams. AlMoDEP (2011)
Giorgio Ausiello, Donatella Firmani, Luigi Laura
Real-time anomalies detection and analysis of network structure, with application to the Autonomous System network. IWCMC (2011)
Giorgio Ausiello, Donatella Firmani, Luigi Laura
Datastream computation of graph biconnectivity: Articulation Points, Bridges, and Biconnected Components. ICTCS (2009)