Università degli Studi di Cagliari
Paola Caria
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.
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.
Effective and Transparent Course Recommendation through Causal Reasoning with Language Models
2025-01-01 Afreen, N.; Boratto, L.; Fenu, G.; Marras, M.; Soccol, A.
Exploring Digital Health Trends in the Headlines via Knowledge Graph Analysis
2025-01-01 Zavarella, V.; Consoli, S.; Reforgiato Recupero, Diego Angelo Gaetano; Fenu, G.
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.
Automated Classification of Test Tubes Based on Uncontrolled Image Analysis
2024-01-01 Balia, Riccardo; Barra, Silvio; Podda, Alessandro Sebastian; Pompianu, Livio; Sangiovanni, Mara; Fenu, Gianni
CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis
2024-01-01 Podda, Alessandro Sebastian; Balia, Riccardo; Pompianu, Livio; Carta, Salvatore; Fenu, Gianni; Saia, Roberto
Enhancing IDS with Ensemble LSTM Networks Using Real and GAN Data
2024-01-01 Saia, Roberto; Carta, Salvatore; Fenu, Gianni; Podda, Alessandro Sebastian; Pompianu, Livio
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning
2024-01-01 Medda, G.; Fabbri, F.; Marras, M.; Boratto, L.; Fenu, G.
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.
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.
Brain Waves Combined with Evoked Potentials as Biometric Approach for User Identification: A Survey
2024-01-01 Saia, R.; Carta, S.; Fenu, G.; Pompianu, L.
Optimizing Tourism Accommodation Offers by Integrating Language Models and Knowledge Graph Technologies
2024-01-01 Cadeddu, A.; Chessa, A.; De Leo, V.; Fenu, G.; Motta, E.; Osborne, F.; Reforgiato Recupero, D.; Salatino, A.; Secchi, L.
Charting the Landscape of Digital Health: Towards A Knowledge Graph Approach to News Media Analysis
2024-01-01 Zavarella, V.; Reforgiato Recupero, D.; Consoli, S.; Fenu, G.
Exploring Student Interactions with AI in Programming Training
2024-01-01 Fenu, G.; Galici, R.; Marras, M.; Reforgiato recupero, D.
Triplétoile: Extraction of knowledge from microblogging text
2024-01-01 Zavarella, V.; Consoli, S.; Reforgiato Recupero, D.; Fenu, G.; Angioni, S.; Buscaldi, D.; Dessi, D.; Osborne, F.
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.
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.
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 comparative analysis of knowledge injection strategies for large language models in the scholarly domain
2024-01-01 Cadeddu, A.; Chessa, A.; De Leo, V.; Fenu, G.; Motta, E.; Osborne, F.; Reforgiato Recupero, D.; Salatino, A.; Secchi, L.
Knowledge Graphs for Digital Transformation Monitoring in Social Media
2024-01-01 Zavarella, V.; Reforgiato Recupero, D.; Consoli, S.; Fenu, G.; Angioni, S.; Buscaldi, D.; Dessi, D.; Osborne, F.
The integration of Artificial Intelligence in inclusive education: a scoping review
2024-01-01 Pagliara, Silvio Marcello; Bonavolonta, Gianmarco; Pia, Mariella; Falchi, Stefania; Zurru, Antioco Luigi; Fenu, Gianni; Mura, Antonello
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.
How Do You Feel? Information Retrieval in Psychotherapy and Fair Ranking Assessment
2023-01-01 Kumar, V.; Medda, G.; reforgiato recupero, Diego.; Riboni, D.; Helaoui, R.; Fenu, G.
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.
Leveraging the Training Data Partitioning to Improve Events Characterization in Intrusion Detection Systems
2023-01-01 Saia, R.; Carta, S.; Fenu, G.; Pompianu, L.
Reinforcement recommendation reasoning through knowledge graphs for explanation path quality
2023-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Leveraging Knowledge Graphs with Large Language Models for Classification Tasks in the Tourism Domain
2023-01-01 Cadeddu, A.; Chessa, A.; De Leo, V.; Fenu, G.; Motta, E.; Osborne, F.; reforgiato recupero, Diego.; Salatino, A.; Secchi, L.
(Un)fair Exposure in Deep Face Rankings at a Distance
2023-01-01 Atzori, Andrea; Fenu, Gianni; Marras, Mirko
Ontology-Based Generation of Data Platform Assets
2023-01-01 De Leo, V.; Fenu, G.; Greco, D.; Bidotti, N.; Platter, P.; Motta, E.; Nuzzolese, A. G.; Osborne, F.; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO
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.
Classification of Pear Leaf Diseases Based on Ensemble Convolutional Neural Networks
2023-01-01 Fenu, G.; Malloci, F. M.
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.
Influencing brain waves by evoked potentials as biometric approach: taking stock of the last six years of research
2023-01-01 Saia, R.; Carta, S.; Fenu, G.; Pompianu, L.
A Notarization System for Water Quality Parameters
2023-01-01 Cabras, Marco; Lunesu, Maria Ilaria; Pinna, Andrea; Fenu, Gianni
How Close are Predictive Models to Teachers in Detecting Learners at Risk?
2023-01-01 Galici, R.; Kaser, T.; Fenu, G.; Marras, M.
Enhancing Scholarly Understanding: A Comparison of Knowledge Injection Strategies in Large Language Models
2023-01-01 Cadeddu, A.; Chessa, A.; De Leo, V.; Fenu, G.; Motta, E.; Osborne, F.; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO; Salatino, A.; Secchi, L.
Supporting Instructors with Course Attendance and Quality Prediction in Synchronous Learning
2023-01-01 Fenu, G.; Galici, R.; Marras, M.; Picciau, S.
Towards Self-Explaining Sequence-Aware Recommendation
2023-01-01 Ariza-Casabona, A.; Salamo, M.; Boratto, L.; Fenu, G.
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition | 1-gen-2025 | Atzori, A.; Cosseddu, P.; Fenu, G.; 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-gen-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 | - |
| Effective and Transparent Course Recommendation through Causal Reasoning with Language Models | 1-gen-2025 | Afreen, N.; Boratto, L.; Fenu, G.; Marras, M.; Soccol, A. | - | CEUR-WS |
| Exploring Digital Health Trends in the Headlines via Knowledge Graph Analysis | 1-gen-2025 | Zavarella, V.; Consoli, S.; Reforgiato Recupero, Diego Angelo Gaetano; Fenu, G. | - | Springer Science and Business Media Deutschland GmbH |
| FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems | 1-gen-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 | - |
| Automated Classification of Test Tubes Based on Uncontrolled Image Analysis | 1-gen-2024 | Balia, Riccardo; Barra, Silvio; Podda, Alessandro Sebastian; Pompianu, Livio; Sangiovanni, Mara; Fenu, Gianni | - | Institute of Electrical and Electronics Engineers Inc. |
| CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis | 1-gen-2024 | Podda, Alessandro Sebastian; Balia, Riccardo; Pompianu, Livio; Carta, Salvatore; Fenu, Gianni; Saia, Roberto | DIGITAL SIGNAL PROCESSING | - |
| Enhancing IDS with Ensemble LSTM Networks Using Real and GAN Data | 1-gen-2024 | Saia, Roberto; Carta, Salvatore; Fenu, Gianni; Podda, Alessandro Sebastian; Pompianu, Livio | - | Institute of Electrical and Electronics Engineers Inc. |
| GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning | 1-gen-2024 | Medda, G.; Fabbri, F.; Marras, M.; Boratto, L.; Fenu, G. | ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY | - |
| Comprehensive Assessment of Robustness in Fairness of GNN-based Recommender Systems against Attacks | 1-gen-2024 | Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G. | - | CEUR-WS |
| If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces | 1-gen-2024 | Atzori, A.; Boutros, F.; Damer, N.; Fenu, G.; Marras, M. | - | Institute of Electrical and Electronics Engineers Inc. |
| Brain Waves Combined with Evoked Potentials as Biometric Approach for User Identification: A Survey | 1-gen-2024 | Saia, R.; Carta, S.; Fenu, G.; Pompianu, L. | - | SPRINGER INTERNATIONAL PUBLISHING AG |
| Optimizing Tourism Accommodation Offers by Integrating Language Models and Knowledge Graph Technologies | 1-gen-2024 | Cadeddu, A.; Chessa, A.; De Leo, V.; Fenu, G.; Motta, E.; Osborne, F.; Reforgiato Recupero, D.; Salatino, A.; Secchi, L. | INFORMATION | - |
| Charting the Landscape of Digital Health: Towards A Knowledge Graph Approach to News Media Analysis | 1-gen-2024 | Zavarella, V.; Reforgiato Recupero, D.; Consoli, S.; Fenu, G. | - | Association for Computing Machinery, Inc |
| Exploring Student Interactions with AI in Programming Training | 1-gen-2024 | Fenu, G.; Galici, R.; Marras, M.; Reforgiato recupero, D. | - | ACM, Association for Computing Machinery |
| Triplétoile: Extraction of knowledge from microblogging text | 1-gen-2024 | Zavarella, V.; Consoli, S.; Reforgiato Recupero, D.; Fenu, G.; Angioni, S.; Buscaldi, D.; Dessi, D.; Osborne, F. | HELIYON | - |
| Fair Augmentation for Graph Collaborative Filtering | 1-gen-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-gen-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-gen-2024 | Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data | 1-gen-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-gen-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-gen-2024 | Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G. | - | Springer |
| FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data | 1-gen-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-gen-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-gen-2024 | Fenu, G.; Galici, R.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| A comparative analysis of knowledge injection strategies for large language models in the scholarly domain | 1-gen-2024 | Cadeddu, A.; Chessa, A.; De Leo, V.; Fenu, G.; Motta, E.; Osborne, F.; Reforgiato Recupero, D.; Salatino, A.; Secchi, L. | ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE | - |
| Knowledge Graphs for Digital Transformation Monitoring in Social Media | 1-gen-2024 | Zavarella, V.; Reforgiato Recupero, D.; Consoli, S.; Fenu, G.; Angioni, S.; Buscaldi, D.; Dessi, D.; Osborne, F. | - | CEUR-WS |
| The integration of Artificial Intelligence in inclusive education: a scoping review | 1-gen-2024 | Pagliara, Silvio Marcello; Bonavolonta, Gianmarco; Pia, Mariella; Falchi, Stefania; Zurru, Antioco Luigi; Fenu, Gianni; Mura, Antonello | INFORMATION | - |
| Knowledge-aware Recommendations: Exploring the Interplay between Utility, Explanation Quality, and Fairness in Path Reasoning Methods | 1-gen-2023 | Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M. | - | CEUR-WS |
| How Do You Feel? Information Retrieval in Psychotherapy and Fair Ranking Assessment | 1-gen-2023 | Kumar, V.; Medda, G.; reforgiato recupero, Diego.; Riboni, D.; Helaoui, R.; Fenu, G. | - | Springer Science and Business Media Deutschland GmbH |
| Towards Explainable Educational Recommendation through Path Reasoning Methods | 1-gen-2023 | Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M. | - | CEUR-WS |
| Consumer Fairness Benchmark in Recommendation | 1-gen-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-gen-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-gen-2023 | Atzori, A.; Fenu, G.; Marras, M. | - | CEUR-WS |
| Leveraging the Training Data Partitioning to Improve Events Characterization in Intrusion Detection Systems | 1-gen-2023 | Saia, R.; Carta, S.; Fenu, G.; Pompianu, L. | JOURNAL OF ADVANCES IN INFORMATION TECHNOLOGY | - |
| Reinforcement recommendation reasoning through knowledge graphs for explanation path quality | 1-gen-2023 | Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M. | KNOWLEDGE-BASED SYSTEMS | - |
| Leveraging Knowledge Graphs with Large Language Models for Classification Tasks in the Tourism Domain | 1-gen-2023 | Cadeddu, A.; Chessa, A.; De Leo, V.; Fenu, G.; Motta, E.; Osborne, F.; reforgiato recupero, Diego.; Salatino, A.; Secchi, L. | - | CEUR-WS |
| (Un)fair Exposure in Deep Face Rankings at a Distance | 1-gen-2023 | Atzori, Andrea; Fenu, Gianni; Marras, Mirko | - | IEEE |
| Ontology-Based Generation of Data Platform Assets | 1-gen-2023 | De Leo, V.; Fenu, G.; Greco, D.; Bidotti, N.; Platter, P.; Motta, E.; Nuzzolese, A. G.; Osborne, F.; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO | - | Institute of Electrical and Electronics Engineers Inc. |
| Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation | 1-gen-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-gen-2023 | Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G. | - | Association for Computing Machinery |
| Classification of Pear Leaf Diseases Based on Ensemble Convolutional Neural Networks | 1-gen-2023 | Fenu, G.; Malloci, F. M. | AGRIENGINEERING | - |
| Causal reasoning for algorithmic fairness in voice controlled cyber-physical systems | 1-gen-2023 | Fenu, G.; Marras, M.; Medda, G.; Meloni, G. | PATTERN RECOGNITION LETTERS | - |
| Demographic Bias in Low-Resolution Deep Face Recognition in the Wild | 1-gen-2023 | Atzori, A.; Fenu, G.; Marras, M. | IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING | - |
| Influencing brain waves by evoked potentials as biometric approach: taking stock of the last six years of research | 1-gen-2023 | Saia, R.; Carta, S.; Fenu, G.; Pompianu, L. | NEURAL COMPUTING & APPLICATIONS | - |
| A Notarization System for Water Quality Parameters | 1-gen-2023 | Cabras, Marco; Lunesu, Maria Ilaria; Pinna, Andrea; Fenu, Gianni | - | IEEE COMPUTER SOC |
| How Close are Predictive Models to Teachers in Detecting Learners at Risk? | 1-gen-2023 | Galici, R.; Kaser, T.; Fenu, G.; Marras, M. | - | Association for Computing Machinery, Inc |
| Enhancing Scholarly Understanding: A Comparison of Knowledge Injection Strategies in Large Language Models | 1-gen-2023 | Cadeddu, A.; Chessa, A.; De Leo, V.; Fenu, G.; Motta, E.; Osborne, F.; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO; Salatino, A.; Secchi, L. | - | CEUR-WS |
| Supporting Instructors with Course Attendance and Quality Prediction in Synchronous Learning | 1-gen-2023 | Fenu, G.; Galici, R.; Marras, M.; Picciau, S. | - | Springer Science and Business Media Deutschland GmbH |
| Towards Self-Explaining Sequence-Aware Recommendation | 1-gen-2023 | Ariza-Casabona, A.; Salamo, M.; Boratto, L.; Fenu, G. | - | Association for Computing Machinery, Inc |
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