CALEGARI, ROBERTA
CALEGARI, ROBERTA
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Ricercatori a tempo determinato
Addressing Bias and Data Scarcity in AI-Based Skin Disease Diagnosis with Non-Dermoscopic Images
2025 Bellatreccia, C.; Zama, D.; Dondi, A.; Pierantoni, L.; Laura, A.; Neri, I.; Lanari, M.; Borghesi, A.; Calegari, R.
AEQUITAS: ASSESSMENT AND ENGINEERING OF EQUITABLE, UNBIASED, IMPARTIAL AND TRUSTWORTHY AI SYSTEMS
2025 Calegari, Roberta
AI-fairness: the FAIRBRIDGE approach to practically bridge the gap between socio-legal and technical perspectives
2025 Ciatto, G.; Matteini, M.; Sartori, L.; Rebrean, M.; Muller, C.; Borghesi, A.; Calegari, R.
Hierarchical Knowledge Extraction from Opaque Machine Learning Predictors
2025 Sabbatini, F.; Calegari, R.
ICE: An Evaluation Metric to Assess Symbolic Knowledge Quality
2025 Sabbatini, F.; Calegari, R.
Introduction to Special Issue on Trustworthy Artificial Intelligence (Part II)
2025 Calegari, R.; Giannotti, F.; Milano, M.; Pratesi, F.
Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques
2024 Sabbatini, F.; Calegari, R.
AI-fairness and equality of opportunity: a case study on educational achievement
2024 Marrero, A. S.; Marrero, G. A.; Bethencourt, C.; James, L.; Calegari, R.
Bridging machine learning and diagnostics of the ESA LISA space mission with equation discovery via explainable artificial intelligence
2024 Sabbatini F.; Grimani C.; Calegari R.
Compliance checking on first-order knowledge with conflicting and compensatory norms: a comparison among currently available technologies
2024 Robaldo, Livio; Batsakis, Sotiris; Calegari, Roberta; Calimeri, Francesco; Fujita, Megumi; Governatori, Guido; Morelli, Maria Concetta; Pacenza, Francesco; Pisano, Giuseppe; Satoh, Ken; Tachmazidis, Ilias; Zangari, Jessica
Enforcing Fairness via Constraint Injection with FaUCI
2024 Magnini, Matteo; Ciatto, Giovanni; Calegari, Roberta; Omicini, Andrea
Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method
2024 Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano
Generation of Clinical Skin Images with Pathology with Scarce Data
2024 Borghesi, Andrea; Calegari, Roberta
Introduction to Special Issue on Trustworthy Artificial Intelligence
2024 Calegari R.; Giannotti F.; Pratesi F.; Milano M.
Long-Term Fairness Strategies in Ranking with Continuous Sensitive Attributes
2024 Giuliani, L.; Misino, E.; Calegari, R.; Lombardi, M.
On the evaluation of the symbolic knowledge extracted from black boxes
2024 Sabbatini, Federico; Calegari, Roberta
Perspectives and Challenges of Telemedicine and Artificial Intelligence in Pediatric Dermatology
2024 Zama, D.; Borghesi, A.; Ranieri, A.; Manieri, E.; Pierantoni, L.; Andreozzi, L.; Dondi, A.; Neri, I.; Lanari, M.; Calegari, R.
Proceedings of the 2nd Workshop on Fairness and Bias in AI (AEQUITAS 2024), co-located with 27th European Conference on Artificial Intelligence (ECAI 2024)
2024 Calegari, Roberta; Dignum, Virginia; O'Sullivan, Barry
SPECIAL ISSUE ON TRUSTWORTHY AI
2024 Calegari, Roberta; Giannotti, Fosca; Pratesi, Francesca; Milano, Michela
Symbolic Knowledge Comparison: Metrics and Methodologies for Multi-Agent Systems
2024 Sabbatini, F.; Sirocchi, C.; Calegari, R.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Addressing Bias and Data Scarcity in AI-Based Skin Disease Diagnosis with Non-Dermoscopic Images | Bellatreccia, C.; Zama, D.; Dondi, A.; Pierantoni, L.; Laura, A.; Neri, I.; Lanari, M.; Borghesi,... A.; Calegari, R. | 2025-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | paper8.pdf |
| AEQUITAS: ASSESSMENT AND ENGINEERING OF EQUITABLE, UNBIASED, IMPARTIAL AND TRUSTWORTHY AI SYSTEMS | Calegari, Roberta | 2025-01-01 | - | - | 8.04 Coordinamento di progetti di ricerca | - |
| AI-fairness: the FAIRBRIDGE approach to practically bridge the gap between socio-legal and technical perspectives | Ciatto, G.; Matteini, M.; Sartori, L.; Rebrean, M.; Muller, C.; Borghesi, A.; Calegari, R. | 2025-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | 0635.pdf |
| Hierarchical Knowledge Extraction from Opaque Machine Learning Predictors | Sabbatini, F.; Calegari, R. | 2025-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| ICE: An Evaluation Metric to Assess Symbolic Knowledge Quality | Sabbatini, F.; Calegari, R. | 2025-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| Introduction to Special Issue on Trustworthy Artificial Intelligence (Part II) | Calegari, R.; Giannotti, F.; Milano, M.; Pratesi, F. | 2025-01-01 | - | ACM | 2.02 Prefazione | - |
| Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques | Sabbatini, F.; Calegari, R. | 2024-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | ximl-2023-vicinity.pdf |
| AI-fairness and equality of opportunity: a case study on educational achievement | Marrero, A. S.; Marrero, G. A.; Bethencourt, C.; James, L.; Calegari, R. | 2024-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | paper17.pdf |
| Bridging machine learning and diagnostics of the ESA LISA space mission with equation discovery via explainable artificial intelligence | Sabbatini F.; Grimani C.; Calegari R. | 2024-01-01 | ADVANCES IN SPACE RESEARCH | - | 1.01 Articolo in rivista | - |
| Compliance checking on first-order knowledge with conflicting and compensatory norms: a comparison among currently available technologies | Robaldo, Livio; Batsakis, Sotiris; Calegari, Roberta; Calimeri, Francesco; Fujita, Megumi; Govern...atori, Guido; Morelli, Maria Concetta; Pacenza, Francesco; Pisano, Giuseppe; Satoh, Ken; Tachmazidis, Ilias; Zangari, Jessica | 2024-01-01 | ARTIFICIAL INTELLIGENCE AND LAW | - | 1.01 Articolo in rivista | 34660526-ae57-4e0c-884e-17a18491a368.pdf |
| Enforcing Fairness via Constraint Injection with FaUCI | Magnini, Matteo; Ciatto, Giovanni; Calegari, Roberta; Omicini, Andrea | 2024-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | paper8.pdf |
| Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method | Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano | 2024-01-01 | - | IJCAI | 4.01 Contributo in Atti di convegno | 0820.pdf |
| Generation of Clinical Skin Images with Pathology with Scarce Data | Borghesi, Andrea; Calegari, Roberta | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | preEditoriale.pdf |
| Introduction to Special Issue on Trustworthy Artificial Intelligence | Calegari R.; Giannotti F.; Pratesi F.; Milano M. | 2024-01-01 | - | ASSOC COMPUTING MACHINERY | 2.02 Prefazione | - |
| Long-Term Fairness Strategies in Ranking with Continuous Sensitive Attributes | Giuliani, L.; Misino, E.; Calegari, R.; Lombardi, M. | 2024-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | paper11-2.pdf |
| On the evaluation of the symbolic knowledge extracted from black boxes | Sabbatini, Federico; Calegari, Roberta | 2024-01-01 | AI AND ETHICS | - | 1.01 Articolo in rivista | aita-2023-scoring.pdf |
| Perspectives and Challenges of Telemedicine and Artificial Intelligence in Pediatric Dermatology | Zama, D.; Borghesi, A.; Ranieri, A.; Manieri, E.; Pierantoni, L.; Andreozzi, L.; Dondi, A.; Neri,... I.; Lanari, M.; Calegari, R. | 2024-01-01 | CHILDREN | - | 1.01 Articolo in rivista | children-11-01401.pdf |
| Proceedings of the 2nd Workshop on Fairness and Bias in AI (AEQUITAS 2024), co-located with 27th European Conference on Artificial Intelligence (ECAI 2024) | Calegari, Roberta; Dignum, Virginia; O'Sullivan, Barry | 2024-01-01 | - | CEUR-WS | 3.02 Curatela | Vol-3808 (1).zip |
| SPECIAL ISSUE ON TRUSTWORTHY AI | Calegari, Roberta; Giannotti, Fosca; Pratesi, Francesca; Milano, Michela | 2024-01-01 | ACM COMPUTING SURVEYS | ACM Computing Surveys | 3.02 Curatela | - |
| Symbolic Knowledge Comparison: Metrics and Methodologies for Multi-Agent Systems | Sabbatini, F.; Sirocchi, C.; Calegari, R. | 2024-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | paper_17.pdf |