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Donatella Firmani
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2020 – today
- 2024
- [c47]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 - [c46]Donatella Firmani, Giorgio Grani, Flavia Tagliafierro:
Breaking Down Accuracy with Subspace Optimization. EDBT 2024: 790-793 - [c45]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 - [c44]Rustem Dautov, Hui Song, Dumitru Roman, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Róbert Szabó, Christian Schaefer, Seonghyun Kim, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Dessislava Petrova-Antonova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu:
INTEND: Human-Like Intelligence for Intent-Based Data Operations in the Cognitive Computing Continuum. RuleML+RR (Companion) 2024 - [c43]Donatella Firmani, Sainyam Galhotra, Barna Saha, Divesh Srivastava:
Building Taxonomies with Triplet Queries. SEBD 2024: 14-24 - [c42]Rajesh Bordawekar
, Oded Shmueli
Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM). SIGMOD Conference Companion 2024: 649-650 - [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
- [j18]Andrea De Angelis, Maurizio Mazzei, Federico Piai, Paolo Merialdo, Giovanni Simonini, Luca Zecchini
Experiences and Lessons Learned from the SIGMOD Entity Resolution Programming Contests. SIGMOD Rec. 52(2): 43-47 (2023) - [j17]Valentina Albano, Donatella Firmani
NLP-Based Management of Large Multiple-Choice Test Item Repositories. J. Learn. Anal. 10(3): 28-44 (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
Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM). SIGMOD Conference Companion 2023: 303-304 - [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
- [j16]Lorenzo Lastilla
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
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) - [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
aiDM'22: Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management. SIGMOD Conference 2022: 2550-2551 - [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] - [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
- [j12]Donatella Firmani, Francesco Leotta
Editorial: Big Data Management in Industry 4.0. Frontiers Big Data 4: 788491 (2021) - [j11]Elena Nieddu
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
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
Efficient and effective ER with progressive blocking. VLDB J. 30(4): 537-557 (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 - [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
- [j7]Donatella Firmani
Ethical Dimensions for Data Quality. ACM J. Data Inf. Qual. 12(1): 2:1-2:5 (2020) - [c29]Donatella Firmani, Francesco Leotta
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 - [e4]Alexandra Poulovassilis, David Auber, Nikos Bikakis, Panos K. Chrysanthis
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] - [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)
2010 – 2019
- 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
A Conceptual Architecture and Model for Smart Manufacturing Relying on Service-Based Digital Twins. ICWS 2019: 229-236 - [c24]Donatella Firmani
On Computing Throttling Rate Limits in Web APIs through Statistical Inference. ICWS 2019: 418-425 - [c23]Simone Scardapane
Multikernel Activation Functions: Formulation and a Case Study. INNSBDDL 2019: 320-329 - [c22]Serena Ammirati, Donatella Firmani
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 - [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] - [i4]Simone Scardapane, Elena Nieddu, Donatella Firmani, Paolo Merialdo:
Multikernel activation functions: formulation and a case study. CoRR abs/1901.10232 (2019) - 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) - [c19]Donatella Firmani
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
Robust Entity Resolution using Random Graphs. SIGMOD Conference 2018: 3-18 - [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
- [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
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 - [i2]Donatella Firmani, Paolo Merialdo, Marco Maiorino:
In Codice Ratio: Scalable Transcription of Vatican Registers. ERCIM News 2017(111) (2017) - 2016
- [j5]Donatella Firmani
Strong Articulation Points and Strong Bridges in Large Scale Graphs. Algorithmica 74(3): 1123-1147 (2016) - [j4]Donatella Firmani
On the Meaningfulness of "Big Data Quality" (Invited Paper). Data Sci. Eng. 1(1): 6-20 (2016) - [j3]Donatella Firmani
Online Entity Resolution Using an Oracle. Proc. VLDB Endow. 9(5): 384-395 (2016) - [c12]Giuseppe Chiapparo, Umberto Ferraro Petrillo, Donatella Firmani, Luigi Laura:
Biconnectivity of Social and Web Graphs. SEBD 2016: 54-65 - 2014
- [j2]Graham Cormode
A unifying framework for ℓ 0-sampling algorithms. Distributed Parallel Databases 32(3): 315-335 (2014) - [c11]Donatella Firmani
The (not so) Critical Nodes of Criminal Networks. SocInfo Workshops 2014: 87-96 - [c10]Donatella Firmani
Engineering Color Barcode Algorithms for Mobile Applications. SEA 2014: 211-222 - 2013
- [c9]Graham Cormode
On Unifying the Space of ℓ0-Sampling Algorithms. ALENEX 2013: 163-172 - [c8]Donatella Firmani
Is Timetabling Routing Always Reliable for Public Transport?. ATMOS 2013: 15-26 - [c7]Giorgio Ausiello, Donatella Firmani
The (betweenness) centrality of critical nodes and network cores. IWCMC 2013: 90-95 - 2012
- [j1]Giorgio Ausiello, Donatella Firmani
Real-time monitoring of undirected networks: Articulation points, bridges, and connected and biconnected components. Networks 59(3): 275-288 (2012) - [c6]Giorgio Ausiello, Donatella Firmani
Real-time analysis of critical nodes in network cores. IWCMC 2012: 42-46 - [c5]Giorgio Ausiello, Camil Demetrescu, Irene Finocchi
k-Calling context profiling. OOPSLA 2012: 867-878 - [c4]Donatella Firmani
Computing Strong Articulation Points and Strong Bridges in Large Scale Graphs. SEA 2012: 195-207 - [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) - 2011
- [c3]Roberto Baldoni, Giuseppe Antonio Di Luna, Donatella Firmani
A Model for Continuous Query Latencies in Data Streams. AlMoDEP 2011: 20-26 - [c2]Giorgio Ausiello, Donatella Firmani
Real-time anomalies detection and analysis of network structure, with application to the Autonomous System network. IWCMC 2011: 1575-1579
2000 – 2009
- 2009
- [c1]Giorgio Ausiello, Donatella Firmani, Luigi Laura:
Datastream computation of graph biconnectivity: Articulation Points, Bridges, and Biconnected Components. ICTCS 2009: 26-29
Coauthor Index
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