Giulia Di Teodoro

14 papers A 1B 2Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Systematic Replicability and Comparative Study of BSARec and SASRec for Sequential Recommendation. CoRR Chiara D'Ercoli, Giulia Di Teodoro, Federico Siciliano
2025	B	`conf`	A Theoretical Analysis of Recommendation Loss Functions under Negative Sampling. IJCNN Giulia Di Teodoro, Federico Siciliano, Nicola Tonellotto, Fabrizio Silvestri
2025	J	`jnl`	A graph neural network-based model with out-of-distribution robustness for enhancing antiretroviral therapy outcome prediction for HIV-1. Comput. Medical Imaging Graph. Giulia Di Teodoro, Federico Siciliano, Valerio Guarrasi, Anne-Mieke Vandamme, Valeria Ghisetti, Anders Sönnerborg, Maurizio Zazzi, Fabrizio Silvestri, Laura Palagi
2025	A	`conf`	Advances in Medical Knowledge Systems: LLMs, RAG and Foundation Models. CIKM Giulia Di Teodoro, Valerio Guarrasi, Federico Siciliano, Fabrizio Silvestri
2025	—	`conf`	Comparing Recommendation Losses under Negative Sampling. IIR Giulia Di Teodoro, Federico Siciliano, Nicola Tonellotto, Fabrizio Silvestri
2025	B	`conf`	IJCNN 2025 Competition: Learning with Noisy Graph Labels. IJCNN Farooq Ahmad Wani, Maria Sofia Bucarelli, Giulia Di Teodoro, Andrea Giuseppe Di Francesco
2024	J	`jnl`	A Theoretical Analysis of Recommendation Loss Functions under Negative Sampling. CoRR Giulia Di Teodoro, Federico Siciliano, Nicola Tonellotto, Fabrizio Silvestri
2024	J	`jnl`	Incorporating temporal dynamics of mutations to enhance the prediction capability of antiretroviral therapy's outcome for HIV-1. Bioinform. Giulia Di Teodoro, Martin Pirkl, Francesca Incardona, Ilaria Vicenti, Anders Sönnerborg, Rolf Kaiser, Laura Palagi, Maurizio Zazzi, Thomas Lengauer
2024	—	`—`	Toward personalized medicine and transparent decision-making with Machine Learning Models for complex diseases: a focus on HIV-1 and type 2 Diabetes. Giulia Di Teodoro
2024	J	`jnl`	Unboxing Tree ensembles for interpretability: A hierarchical visualization tool and a multivariate optimal re-built tree. EURO J. Comput. Optim. Giulia Di Teodoro, Marta Monaci, Laura Palagi
2023	J	`jnl`	A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1. CoRR Giulia Di Teodoro, Federico Siciliano, Valerio Guarrasi, Anne-Mieke Vandamme, Valeria Ghisetti, Anders Sönnerborg, Maurizio Zazzi, Fabrizio Silvestri, Laura Palagi
2023	J	`jnl`	Incorporating temporal dynamics of mutations to enhance the prediction capability of antiretroviral therapy's outcome for HIV-1. CoRR Giulia Di Teodoro, Martin Pirkl, Francesca Incardona, Ilaria Vicenti, Anders Sönnerborg, Rolf Kaiser, Laura Palagi, Maurizio Zazzi, Thomas Lengauer
2023	J	`jnl`	Unboxing Tree Ensembles for interpretability: a hierarchical visualization tool and a multivariate optimal re-built tree. CoRR Giulia Di Teodoro, Marta Monaci, Laura Palagi
2022	J	`jnl`	AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes. CoRR Marianna Maranghi, Aris Anagnostopoulos, Irene Cannistraci, Ioannis Chatzigiannakis, Federico Croce, Giulia Di Teodoro, Michele Gentili, Giorgio Grani, Maurizio Lenzerini, Stefano Leonardi, Andrea Mastropietro, Laura Palagi, Massimiliano Pappa, Riccardo Rosati, Riccardo Valentini, Paola Velardi