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Donatella Firmani
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Journal Articles
- 2023
- [j18]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): 43-47 (2023) - [j17]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): 28-44 (2023) - 2022
- [j16]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): 102875 (2022) - [j15]Donatella Firmani
, Letizia Tanca
, Riccardo Torlone
:
Editorial: Special Issue on Data Quality and Ethics. ACM J. Data Inf. Qual. 14(4): 24:1-24:3 (2022) - [j14]Andrea Rossi, Donatella Firmani, Paolo Merialdo, Tommaso Teofili:
Kelpie: an Explainability Framework for Embedding-based Link Prediction Models. Proc. VLDB Endow. 15(12): 3566-3569 (2022) - [j13]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): 3642-3645 (2022) - 2021
- [j12]Donatella Firmani, Francesco Leotta
, Federica Mandreoli
, Massimo Mecella:
Editorial: Big Data Management in Industry 4.0. Frontiers Big Data 4: 788491 (2021) - [j11]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): 102606 (2021) - [j10]Alessio Conte, Donatella Firmani
, Maurizio Patrignani, Riccardo Torlone:
A meta-algorithm for finding large k-plexes. Knowl. Inf. Syst. 63(7): 1745-1769 (2021) - [j9]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): 14:1-14:49 (2021) - [j8]Sainyam Galhotra
, Donatella Firmani, Barna Saha, Divesh Srivastava:
Efficient and effective ER with progressive blocking. VLDB J. 30(4): 537-557 (2021) - 2020
- [j7]Donatella Firmani
, Letizia Tanca, Riccardo Torlone
:
Ethical Dimensions for Data Quality. ACM J. Data Inf. Qual. 12(1): 2:1-2:5 (2020) - 2018
- [j6]Donatella Firmani, Sainyam Galhotra, Barna Saha, Divesh Srivastava:
Robust Entity Resolution Using a CrowdOracle. IEEE Data Eng. Bull. 41(2): 91-103 (2018) - 2016
- [j5]Donatella Firmani
, Loukas Georgiadis
, Giuseppe F. Italiano
, Luigi Laura, Federico Santaroni:
Strong Articulation Points and Strong Bridges in Large Scale Graphs. Algorithmica 74(3): 1123-1147 (2016) - [j4]Donatella Firmani
, Massimo Mecella
, Monica Scannapieco, Carlo Batini:
On the Meaningfulness of "Big Data Quality" (Invited Paper). Data Sci. Eng. 1(1): 6-20 (2016) - [j3]Donatella Firmani
, Barna Saha, Divesh Srivastava:
Online Entity Resolution Using an Oracle. Proc. VLDB Endow. 9(5): 384-395 (2016) - 2014
- [j2]Graham Cormode
, Donatella Firmani
:
A unifying framework for ℓ 0-sampling algorithms. Distributed Parallel Databases 32(3): 315-335 (2014) - 2012
- [j1]Giorgio Ausiello, Donatella Firmani
, Luigi Laura
:
Real-time monitoring of undirected networks: Articulation points, bridges, and connected and biconnected components. Networks 59(3): 275-288 (2012)
Conference and Workshop Papers
- 2024
- [c46]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: 43-50 - [c45]Donatella Firmani, Giorgio Grani, Flavia Tagliafierro:
Breaking Down Accuracy with Subspace Optimization. EDBT 2024: 790-793 - [c44]Valentina Albano, Donatella Firmani, Luigi Laura, Jerin George Mathew, Anna Lucia Paoletti, Irene Torrente:
Resolving duplicates in Large Multiple-Choice Questions Repositories. IRCDL 2024: 34-40 - [c43]Donatella Firmani, Sainyam Galhotra, Barna Saha, Divesh Srivastava:
Building Taxonomies with Triplet Queries. SEBD 2024: 14-24 - [c42]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: 649-650 - 2023
- [c41]Andreas S. Andreou, Donatella Firmani, Jerin George Mathew, Massimo Mecella, Michalis Pingos
:
Using Knowledge Graphs for Record Linkage: Challenges and Opportunities. CAiSE Workshops 2023: 145-151 - [c40]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: 525-534 - [c39]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: 303-304 - 2022
- [c38]Tommaso Teofili, Donatella Firmani, Nick Koudas, Vincenzo Martello, Paolo Merialdo, Divesh Srivastava:
Effective Explanations for Entity Resolution Models. ICDE 2022: 2709-2721 - [c37]Valentina Albano, Donatella Firmani, Luigi Laura, Anna Lucia Paoletti, Irene Torrente:
Managing Large Multiple-choice Test Items Repositories. IV 2022: 275-279 - [c36]Andrea Rossi, Donatella Firmani, Paolo Merialdo, Tommaso Teofili:
Explaining Link Prediction with Kelpie. SEBD 2022: 191-198 - [c35]Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava:
Hierarchical Entity Resolution using an Oracle. SIGMOD Conference 2022: 414-428 - [c34]Andrea Rossi, Donatella Firmani, Paolo Merialdo, Tommaso Teofili:
Explaining Link Prediction Systems based on Knowledge Graph Embeddings. SIGMOD Conference 2022: 2062-2075 - [c33]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: 2550-2551 - 2021
- [c32]Andrea Rossi, Paolo Merialdo, Donatella Firmani:
Knowledge Graph Embeddings or Bias Graph Embeddings? A Study of Bias in Link Prediction Models. DL4KG@ISWC 2021 - [c31]Silvana Castano, Alfio Ferrara, Donatella Firmani, Jerin George Mathew, Stefano Montanelli:
Automatic Entity Labeling through Explanation Techniques (Discussion Paper). SEBD 2021: 299-306 - [c30]Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava:
BEER: Blocking for Effective Entity Resolution. SIGMOD Conference 2021: 2711-2715 - 2020
- [c29]Donatella Firmani, Francesco Leotta
, Federica Mandreoli
, Massimo Mecella:
Towards Smart Manufacturing with Dynamic Dataspace Alignment. CAiSE Workshops 2020: 53-58 - [c28]Donatella Firmani, Paolo Merialdo, Elena Nieddu, Andrea Rossi, Riccardo Torlone:
Crowdsourcing for Building Knowledge Graphs at Scale from the Vatican Archives. SEBD 2020: 242-249 - 2019
- [c27]Donatella Firmani, Letizia Tanca, Riccardo Torlone:
Data Processing: Reflections on Ethics. PIE@CAiSE 2019 - [c26]Alessio Conte, Donatella Firmani, Maurizio Patrignani, Riccardo Torlone
:
Shared-Nothing Distributed Enumeration of 2-Plexes. CIKM 2019: 2469-2472 - [c25]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: 229-236 - [c24]Donatella Firmani
, Francesco Leotta
, Massimo Mecella:
On Computing Throttling Rate Limits in Web APIs through Statistical Inference. ICWS 2019: 418-425 - [c23]Simone Scardapane
, Elena Nieddu, Donatella Firmani
, Paolo Merialdo
:
Multikernel Activation Functions: Formulation and a Case Study. INNSBDDL 2019: 320-329 - [c22]Serena Ammirati, Donatella Firmani
, Marco Maiorino, Paolo Merialdo
, Elena Nieddu:
In Codice Ratio: Machine Transcription of Medieval Manuscripts. IRCDL 2019: 185-192 - [c21]Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava:
Crowd-Sourced Entity Resolution with Control Queries. SEBD 2019 - [c20]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: 8:1-8:4 - 2018
- [c19]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: 263-272 - [c18]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 - [c17]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: 49 - [c16]Sainyam Galhotra, Donatella Firmani
, Barna Saha, Divesh Srivastava:
Robust Entity Resolution using Random Graphs. SIGMOD Conference 2018: 3-18 - 2017
- [c15]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: 9-16 - [c14]Alessio Conte, Donatella Firmani
, Caterina Mordente, Maurizio Patrignani, Riccardo Torlone
:
Fast Enumeration of Large k-Plexes. KDD 2017: 115-124 - [c13]Serena Ammirati, Donatella Firmani, Marco Maiorino, Paolo Merialdo, Elena Nieddu, Andrea Rossi:
In Codice Ratio: Scalable Transcription of Historical Handwritten Documents. SEBD 2017: 65 - 2016
- [c12]Giuseppe Chiapparo, Umberto Ferraro Petrillo, Donatella Firmani, Luigi Laura:
Biconnectivity of Social and Web Graphs. SEBD 2016: 54-65 - 2014
- [c11]Donatella Firmani
, Giuseppe F. Italiano
, Luigi Laura:
The (not so) Critical Nodes of Criminal Networks. SocInfo Workshops 2014: 87-96 - [c10]Donatella Firmani
, Giuseppe F. Italiano
, Marco Querini:
Engineering Color Barcode Algorithms for Mobile Applications. SEA 2014: 211-222 - 2013
- [c9]Graham Cormode
, Donatella Firmani
:
On Unifying the Space of ℓ0-Sampling Algorithms. ALENEX 2013: 163-172 - [c8]Donatella Firmani
, Giuseppe F. Italiano
, Luigi Laura
, Federico Santaroni:
Is Timetabling Routing Always Reliable for Public Transport?. ATMOS 2013: 15-26 - [c7]Giorgio Ausiello, Donatella Firmani
, Luigi Laura
:
The (betweenness) centrality of critical nodes and network cores. IWCMC 2013: 90-95 - 2012
- [c6]Giorgio Ausiello, Donatella Firmani
, Luigi Laura
:
Real-time analysis of critical nodes in network cores. IWCMC 2012: 42-46 - [c5]Giorgio Ausiello, Camil Demetrescu, Irene Finocchi
, Donatella Firmani
:
k-Calling context profiling. OOPSLA 2012: 867-878 - [c4]Donatella Firmani
, Giuseppe F. Italiano
, Luigi Laura
, Alessio Orlandi, Federico Santaroni:
Computing Strong Articulation Points and Strong Bridges in Large Scale Graphs. SEA 2012: 195-207 - 2011
- [c3]Roberto Baldoni, Giuseppe Antonio Di Luna, Donatella Firmani
, Giorgia Lodi
:
A Model for Continuous Query Latencies in Data Streams. AlMoDEP 2011: 20-26 - [c2]Giorgio Ausiello, Donatella Firmani
, Luigi Laura
:
Real-time anomalies detection and analysis of network structure, with application to the Autonomous System network. IWCMC 2011: 1575-1579 - 2009
- [c1]Giorgio Ausiello, Donatella Firmani, Luigi Laura:
Datastream computation of graph biconnectivity: Articulation Points, Bridges, and Biconnected Components. ICTCS 2009: 26-29
Editorship
- 2024
- [e7]Letizia Tanca, Qiong Luo, Giuseppe Polese, Loredana Caruccio, Xavier Oriol, Donatella Firmani:
Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28. OpenProceedings.org 2024, ISBN 978-3-89318-091-2 [contents] - 2023
- [e6]Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Donatella Firmani, Andreas Kipf:
Proceedings of the Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM@SIGMOD 2023, Seattle, WA, USA, 18 June 2023. ACM 2023 [contents] - 2022
- [e5]Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Donatella Firmani, Ryan Marcus:
aiDM '22: Proceedings of the Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, Philadelphia, Pennsylvania, USA, 17 June 2022. ACM 2022, ISBN 978-1-4503-9377-5 [contents] - 2020
- [e4]Alexandra Poulovassilis, David Auber, Nikos Bikakis, Panos K. Chrysanthis
, George Papastefanatos, Mohamed A. Sharaf, Nikos Pelekis, Chiara Renso, Yannis Theodoridis, Karine Zeitouni, Tania Cerquitelli, Silvia Chiusano, Genoveva Vargas-Solar, Behrooz Omidvar-Tehrani, Katharina Morik, Jean-Michel Renders, Donatella Firmani, Letizia Tanca, Davide Mottin
, Matteo Lissandrini, Yannis Velegrakis:
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, Copenhagen, Denmark, March 30, 2020. CEUR Workshop Proceedings 2578, CEUR-WS.org 2020 [contents] - [e3]Federico Piai, Donatella Firmani, Valter Crescenzi, Andrea De Angelis, Xin Luna Dong, Maurizio Mazzei, Paolo Merialdo, Divesh Srivastava:
Proceedings of the 2nd International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs co-located with 46th International Conference on Very Large Data Bases, DI2KG@VLDB 2020, Tokyo, Japan, August 31, 2020. CEUR Workshop Proceedings 2726, CEUR-WS.org 2020 [contents] - 2019
- [e2]Donatella Firmani, Elena Nieddu, Letizia Tanca, Riccardo Torlone:
Proceedings of the 1st International Workshop on Processing Information Ethically co-located with 31st International Conference on Advanced Information Systems Engineering, PIE@CAiSE 2019, Rome, Italy, June 4, 2019. CEUR Workshop Proceedings 2417, CEUR-WS.org 2019 [contents] - [e1]Donatella Firmani, Valter Crescenzi, Andrea De Angelis, Xin Luna Dong, Maurizio Mazzei, Paolo Merialdo, Divesh Srivastava:
Proceedings of the 1st International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs co-located with the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2019), Anchorage, Alaska, August 5, 2019. CEUR Workshop Proceedings 2512, CEUR-WS.org 2019 [contents]
Informal and Other Publications
- 2022
- [i8]Tommaso Teofili, Donatella Firmani, Nick Koudas, Vincenzo Martello, Paolo Merialdo, Divesh Srivastava:
Effective Explanations for Entity Resolution Models. CoRR abs/2203.12978 (2022) - 2021
- [i7]Valter Crescenzi, Andrea De Angelis, Donatella Firmani, Maurizio Mazzei, Paolo Merialdo, Federico Piai, Divesh Srivastava:
Alaska: A Flexible Benchmark for Data Integration Tasks. CoRR abs/2101.11259 (2021) - 2020
- [i6]Andrea Rossi, Donatella Firmani, Antonio Matinata, Paolo Merialdo, Denilson Barbosa:
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis. CoRR abs/2002.00819 (2020) - [i5]Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava:
Efficient and Effective ER with Progressive Blocking. CoRR abs/2005.14326 (2020) - 2019
- [i4]Simone Scardapane, Elena Nieddu, Donatella Firmani, Paolo Merialdo:
Multikernel activation functions: formulation and a case study. CoRR abs/1901.10232 (2019) - 2018
- [i3]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 abs/1803.03200 (2018) - 2017
- [i2]Donatella Firmani, Paolo Merialdo, Marco Maiorino:
In Codice Ratio: Scalable Transcription of Vatican Registers. ERCIM News 2017(111) (2017) - 2012
- [i1]Giorgio Ausiello, Donatella Firmani, Luigi Laura:
Real-Time Monitoring of Undirected Networks: Articulation Points, Bridges, and Connected and Biconnected Components. CoRR abs/1202.0319 (2012)
Coauthor Index
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