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David La Barbera
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2020 – today
- 2024
- [j9]Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Gianluca Demartini, Stefano Mizzaro:
Cognitive Biases in Fact-Checking and Their Countermeasures: A Review. Inf. Process. Manag. 61(2): 103672 (2024) - [j8]David La Barbera, Eddy Maddalena, Michael Soprano, Kevin Roitero, Gianluca Demartini, Davide Ceolin, Damiano Spina, Stefano Mizzaro:
Crowdsourced Fact-checking: Does It Actually Work? Inf. Process. Manag. 61(5): 103792 (2024) - [j7]Francesca Da Ros, Luca Di Gaspero, Kevin Roitero, David La Barbera, Stefano Mizzaro, Vincenzo Della Mea, Francesca Valent, Laura Deroma:
Supporting Fair and Efficient Emergency Medical Services in a Large Heterogeneous Region. J. Heal. Informatics Res. 8(2): 400-437 (2024) - [j6]Kevin Roitero, David La Barbera, Michael Soprano, Gianluca Demartini, Stefano Mizzaro, Tetsuya Sakai:
How Many Crowd Workers Do I Need? On Statistical Power when Crowdsourcing Relevance Judgments. ACM Trans. Inf. Syst. 42(1): 21:1-21:26 (2024) - [c10]Riccardo Lunardi, David La Barbera, Kevin Roitero:
The Elusiveness of Detecting Political Bias in Language Models. CIKM 2024: 3922-3926 - [c9]Kevin Roitero, Michael Soprano, David La Barbera, Eddy Maddalena, Stefano Mizzaro:
Enhancing Fact-Checking: From Crowdsourced Validation to Integration with Large Language Models. IIR 2024: 74-77 - [c8]Xia Zeng, David La Barbera, Kevin Roitero, Arkaitz Zubiaga, Stefano Mizzaro:
Combining Large Language Models and Crowdsourcing for Hybrid Human-AI Misinformation Detection. SIGIR 2024: 2332-2336 - 2023
- [j5]David La Barbera, Kevin Roitero, Stefano Mizzaro:
Combining human intelligence and machine learning for fact-checking: Towards a hybrid human-in-the-loop framework. Intelligenza Artificiale 17(2): 163-172 (2023) - [j4]Yunke Qu, Kevin Roitero, David La Barbera, Damiano Spina, Stefano Mizzaro, Gianluca Demartini:
Combining Human and Machine Confidence in Truthfulness Assessment. ACM J. Data Inf. Qual. 15(1): 5:1-5:17 (2023) - [c7]David La Barbera, Michael Soprano, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro:
Fact-Checking at Scale with Crowdsourcing: Experiments and Lessons Learned. IIR 2023: 85-90 - 2022
- [j3]Eduardo Conde-Sousa, João Vale, Ming Feng, Kele Xu, Yin Wang, Vincenzo Della Mea, David La Barbera, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Andreas Turzynski, Jacob Gildenblat, Eldad Klaiman, Yiyu Hong, Guilherme Aresta, Teresa Araújo, Paulo Aguiar, Catarina Eloy, António Polónia:
HEROHE Challenge: Predicting HER2 Status in Breast Cancer from Hematoxylin-Eosin Whole-Slide Imaging. J. Imaging 8(8): 213 (2022) - [c6]David La Barbera, Kevin Roitero, Stefano Mizzaro:
A Hybrid Human-In-The-Loop Framework for Fact Checking. NL4AI@AI*IA 2022: 13-23 - [c5]Francesca Da Ros, Luca Di Gaspero, David La Barbera, Vincenzo Della Mea, Kevin Roitero, Laura Deroma, Sabrina Licata, Francesca Valent:
A Multi-objective Biased Random-Key Genetic Algorithm for the Siting of Emergency Vehicles. MIC 2022: 449-456 - [c4]David La Barbera, Kevin Roitero, Joel Mackenzie, Damiano Spina, Gianluca Demartini, Stefano Mizzaro:
BUM at CheckThat!-2022: A Composite Deep Learning Approach to Fake News Detection using Evidence Retrieval. CLEF (Working Notes) 2022: 564-572 - [c3]Tim Draws, David La Barbera, Michael Soprano, Kevin Roitero, Davide Ceolin, Alessandro Checco, Stefano Mizzaro:
The Effects of Crowd Worker Biases in Fact-Checking Tasks. FAccT 2022: 2114-2124 - 2021
- [j2]Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Stefano Mizzaro, Gianluca Demartini:
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale. Inf. Process. Manag. 58(6): 102710 (2021) - [c2]David La Barbera, Kevin Roitero, Stefano Mizzaro, Vincenzo Della Mea, Francesca Valent:
A Software Simulator for Optimizing Ambulance Location and Response Time: A Preliminary Report. ICDH 2021: 209-211 - [i2]Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Stefano Mizzaro, Gianluca Demartini:
The Many Dimensions of Truthfulness: Crowdsourcing Misinformation Assessments on a Multidimensional Scale. CoRR abs/2108.01222 (2021) - [i1]Eduardo Conde-Sousa, João Vale, Ming Feng, Kele Xu, Yin Wang, Vincenzo Della Mea, David La Barbera, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Andreas Turzynski, Jacob Gildenblat, Eldad Klaiman, Yiyu Hong, Guilherme Aresta, Teresa Araújo, Paulo Aguiar, Catarina Eloy, António Polónia:
HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization. CoRR abs/2111.04738 (2021) - 2020
- [j1]David La Barbera, António Polónia, Kevin Roitero, Eduardo Conde-Sousa, Vincenzo Della Mea:
Detection of HER2 from Haematoxylin-Eosin Slides Through a Cascade of Deep Learning Classifiers via Multi-Instance Learning. J. Imaging 6(9): 82 (2020) - [c1]David La Barbera, Kevin Roitero, Gianluca Demartini, Stefano Mizzaro, Damiano Spina:
Crowdsourcing Truthfulness: The Impact of Judgment Scale and Assessor Bias. ECIR (2) 2020: 207-214
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