MANCINO, ALBERTO CARLO MARIA
MANCINO, ALBERTO CARLO MARIA
DIPARTIMENTO DI INGEGNERIA INFORMATICA, AUTOMATICA E GESTIONALE -ANTONIO RUBERTI-
A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph
2024 Malitesta, Daniele; Pomo, Claudio; Anelli, Vito Walter; Mancino, ALBERTO CARLO MARIA; Di Noia, Tommaso; Di Sciascio, Eugenio
Addressing Privacy in Recommender Systems with Federated Learning
2022 Walter Anelli, Vito; Di Noia, Tommaso; Di Sciascio, Eugenio; Ferrara, Antonio; Mancino, ALBERTO CARLO MARIA
Denoise to Protect: A Method to Robustify Visual Recommenders from Adversaries
2023 Antonio Merra, Felice; Walter Anelli, Vito; Di Noia, Tommaso; Malitesta, Daniele; Mancino, ALBERTO CARLO MARIA
Designing secure and knowledge-aware recommender systems leveraging data properties and graph structures
2025 Mancino, ALBERTO CARLO MARIA
Inferring User Decision-Making Processes in Recommender Systems with Knowledge Graphs
2022 Walter Anelli, Vito; Di Noia, Tommaso; Di Sciascio, Eugenio; Ferrara, Antonio; Mancino, ALBERTO CARLO MARIA
KGFlex: Efficient Recommendation with Sparse Feature Factorization and Knowledge Graphs
2023 Ferrara, Antonio; Anelli, Vito Walter; Mancino, Alberto Carlo Maria; Noia, Tommaso Di; Sciascio, Eugenio Di
KGTORe: Tailored Recommendations through Knowledge-aware GNN Models
2023 Mancino, ALBERTO CARLO MARIA; Ferrara, Antonio; Bufi, Salvatore; Malitesta, Daniele; Di Noia, Tommaso; Di Sciascio, Eugenio
KGUF: Simple Knowledge-Aware Graph-Based Recommender with User-Based Semantic Features Filtering
2024 Bufi, Salvatore; Mancino, ALBERTO CARLO MARIA; Ferrara, Antonio; Malitesta, Daniele; Di Noia, Tommaso; Di Sciascio, Eugenio
Sparse Embeddings for Recommender Systems with Knowledge Graphs
2021 Walter Anelli, Vito; Di Noia, Tommaso; Di Sciascio, Eugenio; Ferrara, Antonio; Mancino, ALBERTO CARLO MARIA
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs
2021 Walter Anelli, Vito; Di Noia, Tommaso; Di Sciascio, Eugenio; Ferrara, Antonio; Mancino, ALBERTO CARLO MARIA
Standard Practices for Data Processing and Multimodal Feature Extraction in Recommendation with DataRec and Ducho (D&D4Rec)
2025 Mancino, Alberto Carlo Maria; Attimonelli, Matteo; Di Fazio, Angela; Malitesta, Daniele; Di Noia, Tommaso
Towards Differentially Private Machine Learning Models and Their Robustness to Adversaries
2022 Mancino, Alberto Carlo Maria; Di Noia, Tommaso
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph | 2024 | Malitesta, Daniele; Pomo, Claudio; Anelli, Vito Walter; Mancino, ALBERTO CARLO MARIA; Di Noia, Tommaso; Di Sciascio, Eugenio | |
| Addressing Privacy in Recommender Systems with Federated Learning | 2022 | Walter Anelli, Vito; Di Noia, Tommaso; Di Sciascio, Eugenio; Ferrara, Antonio; Mancino, ALBERTO CARLO MARIA | |
| Denoise to Protect: A Method to Robustify Visual Recommenders from Adversaries | 2023 | Antonio Merra, Felice; Walter Anelli, Vito; Di Noia, Tommaso; Malitesta, Daniele; Mancino, ALBERTO CARLO MARIA | |
| Designing secure and knowledge-aware recommender systems leveraging data properties and graph structures | 2025 | Mancino, ALBERTO CARLO MARIA | |
| Inferring User Decision-Making Processes in Recommender Systems with Knowledge Graphs | 2022 | Walter Anelli, Vito; Di Noia, Tommaso; Di Sciascio, Eugenio; Ferrara, Antonio; Mancino, ALBERTO CARLO MARIA | |
| KGFlex: Efficient Recommendation with Sparse Feature Factorization and Knowledge Graphs | 2023 | Ferrara, Antonio; Anelli, Vito Walter; Mancino, Alberto Carlo Maria; Noia, Tommaso Di; Sciascio, Eugenio Di | |
| KGTORe: Tailored Recommendations through Knowledge-aware GNN Models | 2023 | Mancino, ALBERTO CARLO MARIA; Ferrara, Antonio; Bufi, Salvatore; Malitesta, Daniele; Di Noia, Tommaso; Di Sciascio, Eugenio | |
| KGUF: Simple Knowledge-Aware Graph-Based Recommender with User-Based Semantic Features Filtering | 2024 | Bufi, Salvatore; Mancino, ALBERTO CARLO MARIA; Ferrara, Antonio; Malitesta, Daniele; Di Noia, Tommaso; Di Sciascio, Eugenio | |
| Sparse Embeddings for Recommender Systems with Knowledge Graphs | 2021 | Walter Anelli, Vito; Di Noia, Tommaso; Di Sciascio, Eugenio; Ferrara, Antonio; Mancino, ALBERTO CARLO MARIA | |
| Sparse Feature Factorization for Recommender Systems with Knowledge Graphs | 2021 | Walter Anelli, Vito; Di Noia, Tommaso; Di Sciascio, Eugenio; Ferrara, Antonio; Mancino, ALBERTO CARLO MARIA | |
| Standard Practices for Data Processing and Multimodal Feature Extraction in Recommendation with DataRec and Ducho (D&D4Rec) | 2025 | Mancino, Alberto Carlo Maria; Attimonelli, Matteo; Di Fazio, Angela; Malitesta, Daniele; Di Noia, Tommaso | |
| Towards Differentially Private Machine Learning Models and Their Robustness to Adversaries | 2022 | Mancino, Alberto Carlo Maria; Di Noia, Tommaso |