G. Fenu

Most-cited papers

Connecting User and Item Perspectives in Popularity Debiasing for Collaborative Recommendation
L. Boratto, G. Fenu, Mirko Marras
2020Information Processing & Management127 citations Open access
Semantic Scholar
Forecasting Plant and Crop Disease: An Explorative Study on Current Algorithms
G. Fenu, Francesca Maridina Malloci
2021Big Data and Cognitive Computing118 citations Open access
Semantic Scholar
DiaMOS Plant: A Dataset for Diagnosis and Monitoring Plant Disease
G. Fenu, Francesca Maridina Malloci
2021Agronomy95 citations Open access
Semantic Scholar
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems
Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim +43 more
2024Information Fusion71 citations Open access
Semantic Scholar
Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images
Alessandro Sebastian Podda, Riccardo Balia, Silvio Barra, S. Carta +2 more
2022Journal of Computer Science64 citations
Semantic Scholar
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations
Giacomo Balloccu, L. Boratto, G. Fenu, Mirko Marras
2022Annual International ACM SIGIR Conference on Research and Development in Information Retrieval62 citations Open access
Semantic Scholar
Interplay between upsampling and regularization for provider fairness in recommender systems
L. Boratto, G. Fenu, Mirko Marras
2020User modeling and user-adapted interaction61 citations Open access
Semantic Scholar
Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations
Mirko Marras, L. Boratto, Guilherme Ramos, G. Fenu
2020International Journal of Artificial Intelligence in Education57 citations Open access
Semantic Scholar
Using Multioutput Learning to Diagnose Plant Disease and Stress Severity
G. Fenu, Francesca Maridina Malloci
2021Complex56 citations Open access
Semantic Scholar
Reinforcement Recommendation Reasoning through Knowledge Graphs for Explanation Path Quality
Giacomo Balloccu, L. Boratto, G. Fenu, Mirko Marras
2022Knowledge-Based Systems42 citations Open access
Semantic Scholar
DSS LANDS: A Decision Support System for Agriculture in Sardinia
G. Fenu, Francesca Maridina Malloci
2020HighTech and Innovation Journal42 citations Open access
Semantic Scholar
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data
Ivan Deandres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez +54 more
20242024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)37 citations Open access
Semantic Scholar
Classification of Pear Leaf Diseases Based on Ensemble Convolutional Neural Networks
G. Fenu, Francesca Maridina Malloci
2023AgriEngineering36 citations Open access
Semantic Scholar
Data-Driven Methodology for Knowledge Graph Generation Within the Tourism Domain
A. Chessa, G. Fenu, E. Motta, Francesco Osborne +3 more
2023IEEE Access35 citations Open access
Semantic Scholar
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data
Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim +43 more
20232024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)35 citations Open access
Semantic Scholar
Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations
L. Boratto, G. Fenu, Mirko Marras, G. Medda
2022European Conference on Information Retrieval31 citations Open access
Semantic Scholar
Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition
G. Fenu, Mirko Marras, G. Medda, Giacomo Meloni
2021Interspeech31 citations Open access
Semantic Scholar
Evaluating Impacts between Laboratory and Field-Collected Datasets for Plant Disease Classification
G. Fenu, Francesca Maridina Malloci
2022Agronomy30 citations Open access
Semantic Scholar
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems
L. Boratto, F. Fabbri, G. Fenu, Mirko Marras +1 more
2023International Conference on Information and Knowledge Management27 citations Open access
Semantic Scholar
Artificial Intelligence Technique in Crop Disease Forecasting: A Case Study on Potato Late Blight Prediction
G. Fenu, Francesca Maridina Malloci
2020KES International Conference on Intelligent Decision Technologies27 citations
Semantic Scholar
Practical perspectives of consumer fairness in recommendation
L. Boratto, G. Fenu, Mirko Marras, G. Medda
2023Information Processing & Management26 citations Open access
Semantic Scholar
Experts' View on Challenges and Needs for Fairness in Artificial Intelligence for Education
G. Fenu, Roberta Galici, Mirko Marras
2022International Conference on Artificial Intelligence in Education26 citations Open access
Semantic Scholar
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning
G. Medda, F. Fabbri, Mirko Marras, L. Boratto +1 more
2023ACM Transactions on Intelligent Systems and Technology25 citations Open access
Semantic Scholar
Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data
Ivan Deandres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez +55 more
2024Information Fusion24 citations Open access
Semantic Scholar
Exploring Algorithmic Fairness in Deep Speaker Verification
G. Fenu, Hicham Lafhouli, Mirko Marras
2020Communication Systems and Applications24 citations
Semantic Scholar
Improving Fairness in Speaker Recognition
G. Fenu, G. Medda, Mirko Marras, Giacomo Meloni
2020Esse23 citations Open access
Semantic Scholar
Deep Learning Adaptation with Word Embeddings for Sentiment Analysis on Online Course Reviews
D. Dessí, M. Dragoni, G. Fenu, Mirko Marras +1 more
2020Algorithms for Intelligent Systems22 citations
Semantic Scholar
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation
Giacomo Balloccu, L. Boratto, Christian Cancedda, G. Fenu +1 more
2023European Conference on Information Retrieval20 citations Open access
Semantic Scholar
Heimdall: an AI-based infrastructure for traffic monitoring and anomalies detection
Andrea Atzori, Silvio Barra, S. Carta, G. Fenu +1 more
20212021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)18 citations Open access
Semantic Scholar
Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph
Giacomo Balloccu, L. Boratto, Christian Cancedda, G. Fenu +1 more
202317 citations
Semantic Scholar
Demographic Bias in Low-Resolution Deep Face Recognition in the Wild
Andrea Atzori, G. Fenu, Mirko Marras
2023IEEE Journal on Selected Topics in Signal Processing15 citations
Semantic Scholar
Explaining Bias in Deep Face Recognition via Image Characteristics
Andrea Atzori, G. Fenu, Mirko Marras
20222022 IEEE International Joint Conference on Biometrics (IJCB)15 citations Open access
Semantic Scholar
CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis
Alessandro Sebastian Podda, Riccardo Balia, Livio Pompianu, Salvatore M. Carta +2 more
2024Digit. Signal Process.13 citations Open access
Semantic Scholar
Robustness in Fairness against Edge-level Perturbations in GNN-based Recommendation
L. Boratto, F. Fabbri, G. Fenu, Mirko Marras +1 more
2024European Conference on Information Retrieval13 citations
Semantic Scholar
Hands on Explainable Recommender Systems with Knowledge Graphs
Giacomo Balloccu, L. Boratto, G. Fenu, Mirko Marras
2022ACM Conference on Recommender Systems12 citations Open access
Semantic Scholar
The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition
Andrea Atzori, Pietro Cosseddu, G. Fenu, Mirko Marras
2024ECCV Workshops11 citations
Semantic Scholar
Influencing brain waves by evoked potentials as biometric approach: taking stock of the last six years of research
Roberto Saia, S. Carta, G. Fenu, Livio Pompianu
2023Neural computing & applications (Print)11 citations Open access
Semantic Scholar
A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition
Riccardo Balia, Silvio Barra, S. Carta, G. Fenu +2 more
2021Communication Systems and Applications11 citations
Semantic Scholar
Lands DSS: A Decision Support System for Forecasting Crop Disease in Southern Sardinia
G. Fenu, Francesca Maridina Malloci
2021International Journal of Decision Support System Technology11 citations Open access
Semantic Scholar
KGGLM: A Generative Language Model for Generalizable Knowledge Graph Representation Learning in Recommendation
Giacomo Balloccu, L. Boratto, G. Fenu, Mirko Marras +1 more
2024ACM Conference on Recommender Systems10 citations
Semantic Scholar
Do Not Trust a Model Because It is Confident: Uncovering and Characterizing Unknown Unknowns to Student Success Predictors in Online-Based Learning
Roberta Galici, Tanja Kaser, G. Fenu, Mirko Marras
2022International Conference on Learning Analytics and Knowledge10 citations Open access
Semantic Scholar
Deep Multi-biometric Fusion for Audio-Visual User Re-Identification and Verification
Mirko Marras, Pedro A. Marín-Reyes, J. Lorenzo-Navarro, M. Castrillón-Santana +1 more
2019International Conference on Pattern Recognition Applications and Methods10 citations
Semantic Scholar
Towards Self-Explaining Sequence-Aware Recommendation
Alejandro Ariza-Casabona, Maria Salamó, L. Boratto, G. Fenu
2023ACM Conference on Recommender Systems9 citations Open access
Semantic Scholar
Demographic Fairness in Multimodal Biometrics: A Comparative Analysis on Audio-Visual Speaker Recognition Systems
G. Fenu, Mirko Marras
2021EUSPN/ICTH9 citations Open access
Semantic Scholar
Fair Augmentation for Graph Collaborative Filtering
L. Boratto, F. Fabbri, G. Fenu, Mirko Marras +1 more
2024ACM Conference on Recommender Systems7 citations Open access
Semantic Scholar
Regulating Group Exposure for Item Providers in Recommendation
Mirko Marras, L. Boratto, Guilherme Ramos, G. Fenu
2022Annual International ACM SIGIR Conference on Research and Development in Information Retrieval7 citations Open access
Semantic Scholar
A Text Mining Approach to Extract and Rank Innovation Insights from Research Projects
Francesca Maridina Malloci, Laura Portell Penadés, L. Boratto, G. Fenu
2020WISE7 citations
Semantic Scholar
Explainable Recommender Systems with Knowledge Graphs and Language Models
Giacomo Balloccu, L. Boratto, G. Fenu, Francesca Maridina Malloci +1 more
2024European Conference on Information Retrieval6 citations
Semantic Scholar
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces
Andrea Atzori, Fadi Boutros, N. Damer, G. Fenu +1 more
2024IEEE International Conference on Automatic Face & Gesture Recognition6 citations Open access
Semantic Scholar
Enriching Data Lakes with Knowledge Graphs (short paper)
A. Chessa, G. Fenu, Enrico Motta, Francesco Osborne +3 more
2022TEXT2KG/MK@ESWC6 citations
Semantic Scholar