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Vito Walter

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Laboratorio di Informatica

Artificial Intelligence and Machine Learning

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Adversarial Machine Learning

Artificial Intelligence and Machine Learning

Federated Learning

Knowledge Graphs

Recommender Systems

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Publications in 2021

A Flexible Framework for Evaluating User and Item Fairness in Recommender Systems.

Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogin, Tommaso Di Noia
User Modeling and User-Adapted Interaction (UMUAI) - jan 2021

A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, page 10 - 2021

Adversarial Learning for Recommendation.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
Advances in Information Retrieval -43rd European Conference on {IR} Research, {ECIR} 2021 - 2021

Adversarial Recommender Systems: Attack, Defense, and Advances.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
to appear in the Third Edition of Recommender Systems Handbook, Springer. - 2021

Elliot: a Comprehensive and RigorousFramework for Reproducible Recommender Systems Evaluation.

Vito Walter Anelli, Alejandro Bellogin, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco M. Donini, Tommaso Di Noia
SIGIR '21: Proceedings of the 44rd International ACM SIGIR Conference on Research and Development in Information Retrieval - 2021

FedeRank: User Controlled Feedback with Federated Recommender Systems.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
Advances in Information Retrieval - ECIR 2021, 43rd European Conference on IR Research - 2021

Federated Recommender Systems with Learning to Rank.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
SEBD 2021: The 29th Italian Symposium on Advanced Database Systems, September 5-9, 2021, Pizzo Calabro (VV), Italy - 2021

How to Put Users in Control of their Data in Federated Top-N Recommendation with Learning to Rank.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
Proceedings of the 36th ACM SIGAPP Symposium On Applied Computing, SAC 2021, Gwangju, Korea (Virtual Event) - 2021

MSAP: Multi-Step Adversarial Perturbations on Recommender Systems Embeddings.

Vito Walter Anelli, Alejandro Bellogin, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
The 34th International FLAIRS Conference, page 1--6 - May 2021

Pursuing Privacy in Recommender Systems: the View of Users and Researchers from Regulations to Applications.

Vito Walter Anelli, Luca Belli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci, Claudio Pomo
The 15th ACM Conference on Recommender Systems, 27th September--1st October 2021, Amsterdam, Netherlands - 2021

Sparse Feature Factorization for Recommender Systems with Knowledge Graphs.

Antonio Ferrara, Vito Walter Anelli, Tommaso Di Noia, Alberto Carlo Maria Mancino
The 15th ACM Conference on Recommender Systems, 27th September--1st October 2021, Amsterdam, Netherlands - 2021

Publications in 2020

Adversarial Learning for Recommendation: Applications for Security and Generative Tasks - Concept to Code.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
The 14th ACM Conference on Recommender Systems, September 21--26, 2020, Virtual Event, Brazil - September 2020

Assessing Perceptual and Recommendation Mutation of Adversarially-Poisoned Visual Recommenders.

Vito Walter Anelli, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra
The 1st Workshop on Dataset Curation and Security co-located with the 34th Conference on Neural InformationProcessing Systems (NeurIPS 2020), Vancouver, Canada (Virtual Event). - dec 2020

Deep Learning-Based Adaptive Image Compression System for a Real-World Scenario.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta
Proceedings of the IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2020) - may 2020

Knowledge-aware Interpretable Recommender Systems - Knowledge Graphs for eXplainable AI.

Vito Walter Anelli, Vito Bellini, Tommaso Di Noia, Eugenio Di Sciascio
IOS Press, Amsterdam. Foundations, Applications and Challenges. Studies on the Semantic Web, Volume 47, page 101--124 - 2020

Knowledge-enhanced Shilling Attacks for recommendation.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra, Giuseppe Acciani, Eugenio Di Sciascio
The 28th Italian Symposium on Advanced Database Systems (SEBD 2020), Villasimius (CA), Italy, June 21-24, 2020 - 2020

Prioritized Multi-Criteria Federated Learning.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
Intelligenza Artificiale - 2020

SAShA: Semantic-Aware Shilling Attacks on Recommender Systems exploiting Knowledge Graphs.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Felice Antonio Merra
17th European Semantic Web Conference ESWC 2020 - 2020

Semantic Interpretation of Top-N Recommendations.

Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, Joseph Trotta
IEEE Transactions on Knowledge and Data Engineering - 2020

Publications in 2019

Addressing the user cold start with cross-domain collaborative filtering: exploiting item metadata in matrix factorization.

Ignacio Fern�ndez-Tob�as, Ivan Cantador, Paolo Tomeo, Vito Walter Anelli, Tommaso Di Noia
User Modeling and User-Adapted Interaction (UMUAI) - jan 2019

How to make latent factors interpretable by feeding Factorization machines with knowledge graphs.

Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, Joseph Trotta
18th International Semantic Web Conference (ISWC 2019) - 2019

Local Popularity and Time in top-N Recommendation.

Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, Joseph Trotta
41st European Conference on Information Retrieval (ECIR 2019) - 2019

On the discriminative power of Hyper-parameters in Cross-Validation and how to choose them.

Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Claudio Pomo, Azzurra Ragone
13th ACM Conference on Recommender Systems, page 447-451 - 2019

Recommender Systems Fairness Evaluation via Generalized Cross Entropy.

Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogin, Tommaso Di Noia
In Proceedings of the 13th ACM RecSys Workshop on Recommendation in Multistakeholder Environments (RMSE@RecSys'19) - September 2019

The importance of being dissimilar in Recommendation.

Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, Joseph Trotta
Proceedings of the 34rd Annual ACM Symposium on Applied Computing, SAC 2019, Limassol, Cyprus April 8-12 2019 - 2019

Towards Effective Device-Aware Federated Learning.

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
In Proceedings of the 18th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019) - November 2019

Publications in 2018

Combining RDF and SPARQL with CP-theories to reason about preferences in a Linked Data setting.

Vito Walter Anelli, Renato De Leone, Tommaso Di Noia, Thomas Lukasiewicz, Jessica Rosati
Semantic Web Journal - 2018

Moving from Item Rating to Features Relevance in Top-N Recommendation .

Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Pasquale Lops, Joseph Trotta
Proceedings of the 9th Italian Information Retrieval Workshop - IIR, Volume 2140 - 2018

The importance of being dissimilar in Recommendation.

Vito Walter Anelli, Joseph Trotta, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone
ArXiv e-prints - jul 2018

Time and Local Popularity in top-N Recommendation.

Vito Walter Anelli, Joseph Trotta, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone
ArXiv e-prints - jul 2018

Publications in 2017

An analysis on Time- and Session-aware diversification in recommender systems.

Vito Walter Anelli, Vito Bellini, Tommaso Di Noia, Wanda La Bruna, Paolo Tomeo, Eugenio Di Sciascio
UMAP - 25th Conference on User Modeling, Adaptation and Personalization - 2017

Auto-Encoding User Ratings via Knowledge Graphs in Recommendation Scenarios.

Vito Bellini, Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio
Proceedings of the 2Nd Workshop on Deep Learning for Recommender Systems, page 60--66 - 2017

Etytree: A graphical and interactive etymology dictionary based on wiktionary.

Ester Pantaleo, Vito Walter Anelli, Tommaso Di Noia, Gilles Serasset
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017, page 1635--1640 - 2017

Feature factorization for top- n recommendation: From item rating to features relevance.

Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Pasquale Lops
Proceedings of the 1st Workshop on Intelligent Recommender Systems by Knowledge Transfer & Learning , Volume 1887, page 16--21 - 2017

On the role of time and sessions in diversifying recommendation results.

Vito Walter Anelli, Vito Bellini, Tommaso Di Noia, Wanda La Bruna, Paolo Tomeo, Eugenio Di Sciascio
Proceedings of the 8th Italian Information Retrieval Workshop, Volume 1911, page 92--95 - 2017

Querying deep web data sources as linked data.

Vito Walter Anelli, Vito Bellini, Andrea Cal�, Giuseppe De Santis, Tommaso Di Noia, Eugenio Di Sciascio
Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, {WIMS} 2017, Amantea, Italy, June 19-22, 2017, page 32:1--32:7 - 2017

Publications in 2016

Exposing Open Street Map in the Linked Data cloud.

Azzurra Ragone, Tommaso Di Noia, Vito Walter Anelli, Andrea Cal�, Matteo Palmonari
Proceedings of the 29th International Conference on Industrial, Engineering & other Applications of Applied Intelligent Systems - 2016

Linking geographical data: the case of Open Street Map.

Azzurra Ragone, Tommaso Di Noia, Vito Walter Anelli, Andrea Maurino, Matteo Palmonari, Andea Cal�
24th Italian Symposium on Advanced Database Systems (SEBD 2016) - 2016

Publications in 2015

LOSM: a SPARQL endpoint to query Open Street Map.

Vito Walter Anelli, Tommaso Di Noia, Pasquale Galeone, Francesco Nocera, Jessica Rosati, Paolo Tomeo, Eugenio Di Sciascio
The 14th International Semantic Web Conference - ISWC 2015 (Posters and Demo) - 2015

(39 publications)

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