University of Cagliari
Mirko Marras
Artificial Intelligence with and for Learning Sciences. Past, Present, and Future Horizons. Second Workshop, WAILS 2025, Cagliari, Italy, December 10–12, 2025, Proceedings
2026-01-01 Dipace, Anna; Limongelli, Carla; Marras, Mirko; Pagliara, Silvio Marcello
Toward Realistic AI-Generated Student Questions to Support Instructor Training
2026-01-01 Cardia, F.; Pentangelo, V.; Lambiase, S.; Gravino, C.; Palomba, F.; Marras, M.
Roadwatch: An Integrated Architecture for AI-Powered Surveillance and Anomaly Detection in Traffic Areas
2026-01-01 Saia, R.; Podda, A. S.; Pompianu, L.; Marras, M.; Floris, N.; Carta, S.
The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition
2025-01-01 Atzori, A.; Cosseddu, P.; Fenu, G.; Marras, M.
Transfer Learning from Simulated to Real Scenes for Monocular 3D Object Detection
2025-01-01 Mohamed, S.; Zimmer, W.; Greer, R.; Ghita, A. A.; Castrillon-Santana, M.; Trivedi, M.; Knoll, A.; Carta, S. M.; Marras, M.
Second FRCSyn-onGoing: Winning solutions and post-challenge analysis to improve face recognition with synthetic data
2025-01-01 DeAndres-Tame, I.; Tolosana, R.; Melzi, P.; Vera-Rodriguez, R.; Kim, M.; Rathgeb, C.; Liu, X.; Gomez, L. F.; Morales, A.; Fierrez, J.; Ortega-Garcia, J.; Zhong, Z.; Huang, Y.; Mi, Y.; Ding, S.; Zhou, S.; He, S.; Fu, L.; Cong, H.; Zhang, R.; Xiao, Z.; Smirnov, E.; Pimenov, A.; Grigorev, A.; Timoshenko, D.; Asfaw, K. M.; Low, C. Y.; Liu, H.; Wang, C.; Zuo, Q.; He, Z.; Shahreza, H. O.; George, A.; Unnervik, A.; Rahimi, P.; Marcel, S.; Neto, P. C.; Huber, M.; Kolf, J. N.; Damer, N.; Boutros, F.; Cardoso, J. S.; Sequeira, A. F.; Atzori, A.; Fenu, G.; Marras, M.; Struc, V.; Yu, J.; Li, Z.; Li, J.; Zhao, W.; Lei, Z.; Zhu, X.; Zhang, X. -Y.; Biesseck, B.; Vidal, P.; Coelho, L.; Granada, R.; Menotti, D.
Advances on Graph-Based Approaches in Information Retrieval: Preface
2025-01-01 Boratto, L.; Malitesta, D.; Marras, M.; Medda, G.; Musto, C.; Purificato, E.
Advances in Bias and Fairness in Information Retrieval: Preface
2025-01-01 Bellogin, A.; Boratto, L.; Kleanthous, S.; Lex, E.; Malloci, F. M.; Marras, M.
Effective and Transparent Course Recommendation through Causal Reasoning with Language Models
2025-01-01 Afreen, N.; Boratto, L.; Fenu, G.; Marras, M.; Soccol, A.
Private Preferences, Public Rankings: A Privacy-Preserving Framework for Marketplace Recommendations
2025-01-01 Ramos, G.; Boratto, L.; Marras, M.
International Workshop on Algorithmic Bias in Search and Recommendation (BIAS 2025)
2025-01-01 Bellogin, A.; Boratto, L.; Kleanthous, S.; Lex, E.; Malloci, F. M.; Marras, M.
Small Data, Big Impact: Navigating Resource Limitations in Point-of-Interest Recommendation for Individuals with Autism
2025-01-01 Boratto, L.; Cena, F.; Marras, M.; Mauro, N.; Medda, G.
Fair4AIED 2025: First International Workshop on Fairness in Algorithmic Decision-Making for Education
2025-01-01 Belitz, C.; Bosch, N.; Jiang, L.; Jivet, I.; Kirouchenassamy, B.; Lee, H.; Leporini, B.; Malloci, F. M.; Marras, M.; Rotelli, D.; Stinar, F.
Robust Privacy-Preserving Federated Item Ranking in Online Marketplaces: Exploiting Platform Reputation for Effective Aggregation
2025-01-01 Ramos, G.; Boratto, L.; Marras, M.
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems
2024-01-01 Melzi, P.; Tolosana, R.; Vera-Rodriguez, R.; Kim, M.; Rathgeb, C.; Liu, X.; DeAndres-Tame, I.; Morales, A.; Fierrez, J.; Ortega-Garcia, J.; Zhao, W.; Zhu, X.; Yan, Z.; Zhang, X. -Y.; Wu, J.; Lei, Z.; Tripathi, S.; Kothari, M.; Zama, M. H.; Deb, D.; Biesseck, B.; Vidal, P.; Granada, R.; Fickel, G.; Fuhr, G.; Menotti, D.; Unnervik, A.; George, A.; Ecabert, C.; Shahreza, H. O.; Rahimi, P.; Marcel, S.; Sarridis, I.; Koutlis, C.; Baltsou, G.; Papadopoulos, S.; Diou, C.; Domenico, N. D.; Borghi, G.; Pellegrini, L.; Mas-Candela, E.; Sanchez-Perez, A.; Atzori, A.; Boutros, F.; Damer, N.; Fenu, G.; Marras, M.
Towards Ethical Item Ranking: A Paradigm Shift from User-Centric to Item-Centric Approaches
2024-01-01 Ramos, G.; Marras, M.; Boratto, L.
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning
2024-01-01 Medda, G.; Fabbri, F.; Marras, M.; Boratto, L.; Fenu, G.
UMAP 2024 Chairs' Welcome
2024-01-01 Boratto, L.; Germanakos, P.; Gena, C.; Popescus, E.; Marras, M.
Teachers Interacting with Generative Artificial Intelligence: A Dual Responsibility
2024-01-01 Gravino, Carmine; Iannella, Alessandro; Marras, Mirko; Pagliara, Silvio Marcello; Palomba, Fabio
Comprehensive Assessment of Robustness in Fairness of GNN-based Recommender Systems against Attacks
2024-01-01 Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G.
RoadSense3D: A Framework for Roadside Monocular 3D Object Detection
2024-01-01 Carta, S.; Castrillon-Santana, M.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R.; Sau, M.; Zimmer, W.
Investigating the Effectiveness of 3D Monocular Object Detection Methods for Roadside Scenarios
2024-01-01 Barra, S.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R.
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces
2024-01-01 Atzori, A.; Boutros, F.; Damer, N.; Fenu, G.; Marras, M.
Exploring Student Interactions with AI in Programming Training
2024-01-01 Fenu, G.; Galici, R.; Marras, M.; Reforgiato recupero, D.
Fair Augmentation for Graph Collaborative Filtering
2024-01-01 Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G.
KGGLM: A Generative Language Model for Generalizable Knowledge Graph Representation Learning in Recommendation
2024-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.; Soccol, A.
Explainable Recommender Systems with Knowledge Graphs and Language Models
2024-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M.
International workshop on algorithmic bias in search and recommendation (BIAS)
2024-01-01 Bellogin, A.; Boratto, L.; Kleanthous, S.; Lex, E.; Malloci, F. M.; Marras, M.
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data
2024-01-01 Deandres-Tame, I.; Tolosana, R.; Melzi, P.; Vera-Rodriguez, R.; Kim, M.; Rathgeb, C.; Liu, X.; Morales, A.; Fierrez, J.; Ortega-Garcia, J.; Zhong, Z.; Huang, Y.; Mi, Y.; Ding, S.; Zhou, S.; He, S.; Fu, L.; Cong, H.; Zhang, R.; Xiao, Z.; Smirnov, E.; Pimenov, A.; Grigorev, A.; Timoshenko, D.; Asfaw, K. M.; Low, C. Y.; Liu, H.; Wang, C.; Zuo, Q.; He, Z.; Shahreza, H. O.; George, A.; Unnervik, A.; Rahimi, P.; Marcel, S.; Neto, P. C.; Huber, M.; Kolf, J. N.; Damer, N.; Boutros, F.; Cardoso, J. S.; Sequeira, A. F.; Atzori, A.; Fenu, G.; Marras, M.; Struc, V.; Yu, J.; Li, Z.; Li, J.; Zhao, W.; Lei, Z.; Zhu, X.; Zhang, X. -Y.; Biesseck, B.; Vidal, P.; Coelho, L.; Granada, R.; Menotti, D.
Learner-centered ontology for explainable educational recommendation
2024-01-01 Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M.; Martis, A. G.
Robustness in fairness against edge-level perturbations in GNN-based recommendation
2024-01-01 Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G.
First International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024)
2024-01-01 Boratto, L.; Malitesta, D.; Marras, M.; Medda, G.; Musto, C.; Purificato, E.
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data
2024-01-01 Melzi, P.; Tolosana, R.; Vera-Rodriguez, R.; Kim, M.; Rathgeb, C.; Liu, X.; Deandres-Tame, I.; Morales, A.; Fierrez, J.; Ortega-Garcia, J.; Zhao, W.; Zhu, X.; Yan, Z.; Zhang, X. -Y.; Wu, J.; Lei, Z.; Tripathi, S.; Kothari, M.; Zama, M. H.; Deb, D.; Biesseck, B.; Vidal, P.; Granada, R.; Fickel, G.; Fuhr, G.; Menotti, D.; Unnervik, A.; George, A.; Ecabert, C.; Shahreza, H. O.; Rahimi, P.; Marcel, S.; Sarridis, I.; Koutlis, C.; Baltsou, G.; Papadopoulos, S.; Diou, C.; Di Domenico, N.; Borghi, G.; Pellegrini, L.; Mas-Candela, E.; Sanchez-Perez, A.; Atzori, A.; Fenu, G.; Boutros, F.; Marras, M.; Damer, N.
EDGE: A conversational interface driven by Large Language Models for educational knowledge graphs exploration
2024-01-01 Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M.; Martis, A. G.
Data-Efficient Student Profiling in Online Courses
2024-01-01 Fenu, G.; Galici, R.; Marras, M.
A Cost-Sensitive Meta-learning Strategy for Fair Provider Exposure in Recommendation
2024-01-01 Boratto, L.; Cerniglia, G.; Marras, M.; Perniciano, A.; Pes, B.
Knowledge-aware Recommendations: Exploring the Interplay between Utility, Explanation Quality, and Fairness in Path Reasoning Methods
2023-01-01 Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M.
Towards Explainable Educational Recommendation through Path Reasoning Methods
2023-01-01 Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Consumer Fairness Benchmark in Recommendation
2023-01-01 Boratto, L.; Fenu, G.; Marras, M.; Medda, G.
Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge
2023-01-01 Carta, S.; Fenu, G.; Giuliani, A.; Manca, M. M.; Marras, M.; Piano, L.; Podda, A. S.; Pompianu, L.; Tiddia, S. G.
Fairness of Exposure in Forensic Face Rankings
2023-01-01 Atzori, A.; Fenu, G.; Marras, M.
Reinforcement recommendation reasoning through knowledge graphs for explanation path quality
2023-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
(Un)fair Exposure in Deep Face Rankings at a Distance
2023-01-01 Atzori, Andrea; Fenu, Gianni; Marras, Mirko
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation
2023-01-01 Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M.
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems
2023-01-01 Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G.
Causal reasoning for algorithmic fairness in voice controlled cyber-physical systems
2023-01-01 Fenu, G.; Marras, M.; Medda, G.; Meloni, G.
Demographic Bias in Low-Resolution Deep Face Recognition in the Wild
2023-01-01 Atzori, A.; Fenu, G.; Marras, M.
Ripple: Concept-Based Interpretation for Raw Time Series Models in Education
2023-01-01 Asadi, M.; Swamy, V.; Frej, J.; Vignoud, J.; Marras, M.; Kaser, T.
Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023)
2023-01-01 Boratto, L.; Faralli, S.; Marras, M.; Stilo, G.
How Close are Predictive Models to Teachers in Detecting Learners at Risk?
2023-01-01 Galici, R.; Kaser, T.; Fenu, G.; Marras, M.
| Title | Issue Date | Author(s) | Journal | Publisher |
|---|---|---|---|---|
| Artificial Intelligence with and for Learning Sciences. Past, Present, and Future Horizons. Second Workshop, WAILS 2025, Cagliari, Italy, December 10–12, 2025, Proceedings | 1-Jan-2026 | Dipace, Anna; Limongelli, Carla; Marras, Mirko; Pagliara, Silvio Marcello | - | Springer |
| Toward Realistic AI-Generated Student Questions to Support Instructor Training | 1-Jan-2026 | Cardia, F.; Pentangelo, V.; Lambiase, S.; Gravino, C.; Palomba, F.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| Roadwatch: An Integrated Architecture for AI-Powered Surveillance and Anomaly Detection in Traffic Areas | 1-Jan-2026 | Saia, R.; Podda, A. S.; Pompianu, L.; Marras, M.; Floris, N.; Carta, S. | - | Springer Nature |
| The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition | 1-Jan-2025 | Atzori, A.; Cosseddu, P.; Fenu, G.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| Transfer Learning from Simulated to Real Scenes for Monocular 3D Object Detection | 1-Jan-2025 | Mohamed, S.; Zimmer, W.; Greer, R.; Ghita, A. A.; Castrillon-Santana, M.; Trivedi, M.; Knoll, A.; Carta, S. M.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| Second FRCSyn-onGoing: Winning solutions and post-challenge analysis to improve face recognition with synthetic data | 1-Jan-2025 | DeAndres-Tame, I.; Tolosana, R.; Melzi, P.; Vera-Rodriguez, R.; Kim, M.; Rathgeb, C.; Liu, X.; Gomez, L. F.; Morales, A.; Fierrez, J.; Ortega-Garcia, J.; Zhong, Z.; Huang, Y.; Mi, Y.; Ding, S.; Zhou, S.; He, S.; Fu, L.; Cong, H.; Zhang, R.; Xiao, Z.; Smirnov, E.; Pimenov, A.; Grigorev, A.; Timoshenko, D.; Asfaw, K. M.; Low, C. Y.; Liu, H.; Wang, C.; Zuo, Q.; He, Z.; Shahreza, H. O.; George, A.; Unnervik, A.; Rahimi, P.; Marcel, S.; Neto, P. C.; Huber, M.; Kolf, J. N.; Damer, N.; Boutros, F.; Cardoso, J. S.; Sequeira, A. F.; Atzori, A.; Fenu, G.; Marras, M.; Struc, V.; Yu, J.; Li, Z.; Li, J.; Zhao, W.; Lei, Z.; Zhu, X.; Zhang, X. -Y.; Biesseck, B.; Vidal, P.; Coelho, L.; Granada, R.; Menotti, D. | INFORMATION FUSION | - |
| Advances on Graph-Based Approaches in Information Retrieval: Preface | 1-Jan-2025 | Boratto, L.; Malitesta, D.; Marras, M.; Medda, G.; Musto, C.; Purificato, E. | - | Springer Science and Business Media Deutschland GmbH |
| Advances in Bias and Fairness in Information Retrieval: Preface | 1-Jan-2025 | Bellogin, A.; Boratto, L.; Kleanthous, S.; Lex, E.; Malloci, F. M.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| Effective and Transparent Course Recommendation through Causal Reasoning with Language Models | 1-Jan-2025 | Afreen, N.; Boratto, L.; Fenu, G.; Marras, M.; Soccol, A. | - | CEUR-WS |
| Private Preferences, Public Rankings: A Privacy-Preserving Framework for Marketplace Recommendations | 1-Jan-2025 | Ramos, G.; Boratto, L.; Marras, M. | - | Association for Computing Machinery, Inc |
| International Workshop on Algorithmic Bias in Search and Recommendation (BIAS 2025) | 1-Jan-2025 | Bellogin, A.; Boratto, L.; Kleanthous, S.; Lex, E.; Malloci, F. M.; Marras, M. | - | Association for Computing Machinery, Inc |
| Small Data, Big Impact: Navigating Resource Limitations in Point-of-Interest Recommendation for Individuals with Autism | 1-Jan-2025 | Boratto, L.; Cena, F.; Marras, M.; Mauro, N.; Medda, G. | - | Association for Computing Machinery, Inc |
| Fair4AIED 2025: First International Workshop on Fairness in Algorithmic Decision-Making for Education | 1-Jan-2025 | Belitz, C.; Bosch, N.; Jiang, L.; Jivet, I.; Kirouchenassamy, B.; Lee, H.; Leporini, B.; Malloci, F. M.; Marras, M.; Rotelli, D.; Stinar, F. | - | Springer Science and Business Media Deutschland GmbH |
| Robust Privacy-Preserving Federated Item Ranking in Online Marketplaces: Exploiting Platform Reputation for Effective Aggregation | 1-Jan-2025 | Ramos, G.; Boratto, L.; Marras, M. | IEEE TRANSACTIONS ON BIG DATA | - |
| FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems | 1-Jan-2024 | Melzi, P.; Tolosana, R.; Vera-Rodriguez, R.; Kim, M.; Rathgeb, C.; Liu, X.; DeAndres-Tame, I.; Morales, A.; Fierrez, J.; Ortega-Garcia, J.; Zhao, W.; Zhu, X.; Yan, Z.; Zhang, X. -Y.; Wu, J.; Lei, Z.; Tripathi, S.; Kothari, M.; Zama, M. H.; Deb, D.; Biesseck, B.; Vidal, P.; Granada, R.; Fickel, G.; Fuhr, G.; Menotti, D.; Unnervik, A.; George, A.; Ecabert, C.; Shahreza, H. O.; Rahimi, P.; Marcel, S.; Sarridis, I.; Koutlis, C.; Baltsou, G.; Papadopoulos, S.; Diou, C.; Domenico, N. D.; Borghi, G.; Pellegrini, L.; Mas-Candela, E.; Sanchez-Perez, A.; Atzori, A.; Boutros, F.; Damer, N.; Fenu, G.; Marras, M. | INFORMATION FUSION | - |
| Towards Ethical Item Ranking: A Paradigm Shift from User-Centric to Item-Centric Approaches | 1-Jan-2024 | Ramos, G.; Marras, M.; Boratto, L. | - | Association for Computing Machinery |
| GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning | 1-Jan-2024 | Medda, G.; Fabbri, F.; Marras, M.; Boratto, L.; Fenu, G. | ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY | - |
| UMAP 2024 Chairs' Welcome | 1-Jan-2024 | Boratto, L.; Germanakos, P.; Gena, C.; Popescus, E.; Marras, M. | - | Association for Computing Machinery, Inc |
| Teachers Interacting with Generative Artificial Intelligence: A Dual Responsibility | 1-Jan-2024 | Gravino, Carmine; Iannella, Alessandro; Marras, Mirko; Pagliara, Silvio Marcello; Palomba, Fabio | - | - |
| Comprehensive Assessment of Robustness in Fairness of GNN-based Recommender Systems against Attacks | 1-Jan-2024 | Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G. | - | CEUR-WS |
| RoadSense3D: A Framework for Roadside Monocular 3D Object Detection | 1-Jan-2024 | Carta, S.; Castrillon-Santana, M.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R.; Sau, M.; Zimmer, W. | - | Association for Computing Machinery, Inc |
| Investigating the Effectiveness of 3D Monocular Object Detection Methods for Roadside Scenarios | 1-Jan-2024 | Barra, S.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R. | - | Association for Computing Machinery |
| If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces | 1-Jan-2024 | Atzori, A.; Boutros, F.; Damer, N.; Fenu, G.; Marras, M. | - | Institute of Electrical and Electronics Engineers Inc. |
| Exploring Student Interactions with AI in Programming Training | 1-Jan-2024 | Fenu, G.; Galici, R.; Marras, M.; Reforgiato recupero, D. | - | ACM, Association for Computing Machinery |
| Fair Augmentation for Graph Collaborative Filtering | 1-Jan-2024 | Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G. | - | Association for Computing Machinery |
| KGGLM: A Generative Language Model for Generalizable Knowledge Graph Representation Learning in Recommendation | 1-Jan-2024 | Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.; Soccol, A. | - | Association for Computing Machinery, Inc |
| Explainable Recommender Systems with Knowledge Graphs and Language Models | 1-Jan-2024 | Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| International workshop on algorithmic bias in search and recommendation (BIAS) | 1-Jan-2024 | Bellogin, A.; Boratto, L.; Kleanthous, S.; Lex, E.; Malloci, F. M.; Marras, M. | - | Association for Computing Machinery, Inc |
| Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data | 1-Jan-2024 | Deandres-Tame, I.; Tolosana, R.; Melzi, P.; Vera-Rodriguez, R.; Kim, M.; Rathgeb, C.; Liu, X.; Morales, A.; Fierrez, J.; Ortega-Garcia, J.; Zhong, Z.; Huang, Y.; Mi, Y.; Ding, S.; Zhou, S.; He, S.; Fu, L.; Cong, H.; Zhang, R.; Xiao, Z.; Smirnov, E.; Pimenov, A.; Grigorev, A.; Timoshenko, D.; Asfaw, K. M.; Low, C. Y.; Liu, H.; Wang, C.; Zuo, Q.; He, Z.; Shahreza, H. O.; George, A.; Unnervik, A.; Rahimi, P.; Marcel, S.; Neto, P. C.; Huber, M.; Kolf, J. N.; Damer, N.; Boutros, F.; Cardoso, J. S.; Sequeira, A. F.; Atzori, A.; Fenu, G.; Marras, M.; Struc, V.; Yu, J.; Li, Z.; Li, J.; Zhao, W.; Lei, Z.; Zhu, X.; Zhang, X. -Y.; Biesseck, B.; Vidal, P.; Coelho, L.; Granada, R.; Menotti, D. | - | IEEE Computer Society |
| Learner-centered ontology for explainable educational recommendation | 1-Jan-2024 | Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M.; Martis, A. G. | - | Association for Computing Machinery, Inc |
| Robustness in fairness against edge-level perturbations in GNN-based recommendation | 1-Jan-2024 | Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G. | - | Springer |
| First International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024) | 1-Jan-2024 | Boratto, L.; Malitesta, D.; Marras, M.; Medda, G.; Musto, C.; Purificato, E. | - | Springer Science and Business Media Deutschland GmbH |
| FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data | 1-Jan-2024 | Melzi, P.; Tolosana, R.; Vera-Rodriguez, R.; Kim, M.; Rathgeb, C.; Liu, X.; Deandres-Tame, I.; Morales, A.; Fierrez, J.; Ortega-Garcia, J.; Zhao, W.; Zhu, X.; Yan, Z.; Zhang, X. -Y.; Wu, J.; Lei, Z.; Tripathi, S.; Kothari, M.; Zama, M. H.; Deb, D.; Biesseck, B.; Vidal, P.; Granada, R.; Fickel, G.; Fuhr, G.; Menotti, D.; Unnervik, A.; George, A.; Ecabert, C.; Shahreza, H. O.; Rahimi, P.; Marcel, S.; Sarridis, I.; Koutlis, C.; Baltsou, G.; Papadopoulos, S.; Diou, C.; Di Domenico, N.; Borghi, G.; Pellegrini, L.; Mas-Candela, E.; Sanchez-Perez, A.; Atzori, A.; Fenu, G.; Boutros, F.; Marras, M.; Damer, N. | - | IEEE, Institute of Electrical and Electronics Engineers |
| EDGE: A conversational interface driven by Large Language Models for educational knowledge graphs exploration | 1-Jan-2024 | Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M.; Martis, A. G. | - | Association for Computing Machinery |
| Data-Efficient Student Profiling in Online Courses | 1-Jan-2024 | Fenu, G.; Galici, R.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| A Cost-Sensitive Meta-learning Strategy for Fair Provider Exposure in Recommendation | 1-Jan-2024 | Boratto, L.; Cerniglia, G.; Marras, M.; Perniciano, A.; Pes, B. | - | SPRINGER INTERNATIONAL PUBLISHING AG |
| Knowledge-aware Recommendations: Exploring the Interplay between Utility, Explanation Quality, and Fairness in Path Reasoning Methods | 1-Jan-2023 | Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M. | - | CEUR-WS |
| Towards Explainable Educational Recommendation through Path Reasoning Methods | 1-Jan-2023 | Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M. | - | CEUR-WS |
| Consumer Fairness Benchmark in Recommendation | 1-Jan-2023 | Boratto, L.; Fenu, G.; Marras, M.; Medda, G. | - | CEUR-WS |
| Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge | 1-Jan-2023 | Carta, S.; Fenu, G.; Giuliani, A.; Manca, M. M.; Marras, M.; Piano, L.; Podda, A. S.; Pompianu, L.; Tiddia, S. G. | - | CEUR-WS |
| Fairness of Exposure in Forensic Face Rankings | 1-Jan-2023 | Atzori, A.; Fenu, G.; Marras, M. | - | CEUR-WS |
| Reinforcement recommendation reasoning through knowledge graphs for explanation path quality | 1-Jan-2023 | Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M. | KNOWLEDGE-BASED SYSTEMS | - |
| (Un)fair Exposure in Deep Face Rankings at a Distance | 1-Jan-2023 | Atzori, Andrea; Fenu, Gianni; Marras, Mirko | - | IEEE |
| Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation | 1-Jan-2023 | Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems | 1-Jan-2023 | Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G. | - | Association for Computing Machinery |
| Causal reasoning for algorithmic fairness in voice controlled cyber-physical systems | 1-Jan-2023 | Fenu, G.; Marras, M.; Medda, G.; Meloni, G. | PATTERN RECOGNITION LETTERS | - |
| Demographic Bias in Low-Resolution Deep Face Recognition in the Wild | 1-Jan-2023 | Atzori, A.; Fenu, G.; Marras, M. | IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING | - |
| Ripple: Concept-Based Interpretation for Raw Time Series Models in Education | 1-Jan-2023 | Asadi, M.; Swamy, V.; Frej, J.; Vignoud, J.; Marras, M.; Kaser, T. | - | AAAI Press |
| Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023) | 1-Jan-2023 | Boratto, L.; Faralli, S.; Marras, M.; Stilo, G. | - | Springer Science and Business Media Deutschland GmbH |
| How Close are Predictive Models to Teachers in Detecting Learners at Risk? | 1-Jan-2023 | Galici, R.; Kaser, T.; Fenu, G.; Marras, M. | - | Association for Computing Machinery, Inc |
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