Fabrizio Silvestri

334 papers A* 31A 32B 15C 8Misc 6Journal 141Unranked 78

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Picture of Agentic Search. CoRR Francesca Pezzuti, Ophir Frieder, Fabrizio Silvestri, Sean MacAvaney, Nicola Tonellotto
2026	J	`jnl`	Concept-Enhanced Multimodal RAG: Towards Interpretable and Accurate Radiology Report Generation. CoRR Marco Salmè, Federico Siciliano, Fabrizio Silvestri, Paolo Soda, Rosa Sicilia, Valerio Guarrasi
2026	—	`conf`	Countering Overfitting with Counterfactual Examples. KDD (1) Flavio Giorgi, Fabiano Veglianti, Fabrizio Silvestri, Gabriele Tolomei
2026	J	`jnl`	Joint Factual and Counterfactual Explanations for Top-k GNN-based Recommendations. Trans. Recomm. Syst. Ziheng Chen, Jin Huang, Fabrizio Silvestri, Yongfeng Zhang, Hongshik Ahn, Gabriele Tolomei
2026	—	`ed.`	Proceedings of the Workshop on Information Retrieval's Role in RAG Systems (IR-RAG 2025) co-located with the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padova, Italy, July 17, 2025. IR-RAG@SIGIR Negar Arabzadeh, Ziheng Chen, Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini
2026	—	`conf`	Redefining Retrieval Evaluation in the Era of LLMs. EACL (Volume 1: Long Papers) Giovanni Trappolini, Florin Cuconasu, Simone Filice, Yoelle Maarek, Fabrizio Silvestri
2026	J	`jnl`	Same Answer, Different Representations: Hidden instability in VLMs. CoRR Farooq Ahmad Wani, Alessandro Suglia, Rohit Saxena, Aryo Pradipta Gema, Wai-Chung Kwan, Fazl Barez, Maria Sofia Bucarelli, Fabrizio Silvestri, Pasquale Minervini
2026	J	`jnl`	Select, Label, Evaluate: Active Testing in NLP. CoRR Antonio Purificato, Maria Sofia Bucarelli, Andrea Bacciu, Amin Mantrach, Fabrizio Silvestri
2026	J	`jnl`	Sheaf4Rec: Sheaf Neural Networks for Graph-based Recommender Systems. Trans. Recomm. Syst. Antonio Purificato, Giulia Cassarà, Federico Siciliano, Pietro Liò, Fabrizio Silvestri
2026	—	`conf`	Statistical Foundations of DIME: Risk Estimation for Practical Index Selection. EACL (Volume 2: Short Papers) Giulio D'Erasmo, Cesare Campagnano, Antonio Mallia, Pierpaolo Brutti, Nicola Tonellotto, Fabrizio Silvestri
2026	J	`jnl`	Statistical Foundations of DIME: Risk Estimation for Practical Index Selection. CoRR Giulio D'Erasmo, Cesare Campagnano, Antonio Mallia, Pierpaolo Brutti, Nicola Tonellotto, Fabrizio Silvestri
2025	J	`jnl`	A Reproducible Analysis of Sequential Recommender Systems. IEEE Access Filippo Betello, Antonio Purificato, Federico Siciliano, Giovanni Trappolini, Andrea Bacciu, Nicola Tonellotto, Fabrizio Silvestri
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	—	`conf`	ATM: Improving Model Merging by Alternating Tuning and Merging. ICIAP (Workshops 2) Luca Zhou, Daniele Solombrino, Donato Crisostomi, Maria Sofia Bucarelli, Fabrizio Silvestri, Emanuele Rodolà
2025	—	`ed.`	Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part I ECIR (1) Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025	—	`ed.`	Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part II ECIR (2) Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025	—	`ed.`	Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part III ECIR (3) Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025	—	`ed.`	Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part IV ECIR (4) Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025	—	`ed.`	Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V ECIR (5) Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025	A	`conf`	Advances in Medical Knowledge Systems: LLMs, RAG and Foundation Models. CIKM Giulia Di Teodoro, Valerio Guarrasi, Federico Siciliano, Fabrizio Silvestri
2025	B	`conf`	Are Convolutional Sequential Recommender Systems Still Competitive? Introducing New Models and Insights. IJCNN Federico Siciliano, Antonio Purificato, Filippo Betello, Nicola Tonellotto, Fabrizio Silvestri
2025	J	`jnl`	Attention Sinks in Diffusion Language Models. CoRR Maximo Eduardo Rulli, Simone Petruzzi, Edoardo Michielon, Fabrizio Silvestri, Simone Scardapane, Alessio Devoto
2025	J	`jnl`	AutoBench: Automating LLM Evaluation through Reciprocal Peer Assessment. CoRR Dario Loi, Elena Maria Muià, Federico Siciliano, Giovanni Trappolini, Vincenzo Crisà, Peter Kruger, Fabrizio Silvestri
2025	—	`conf`	Beyond Position: the emergence of wavelet-like properties in Transformers. ACL (1) Valeria Ruscio, Umberto Nanni, Fabrizio Silvestri
2025	J	`jnl`	COMBINEX: A Unified Counterfactual Explainer for Graph Neural Networks via Node Feature and Structural Perturbations. CoRR Flavio Giorgi, Fabrizio Silvestri, Gabriele Tolomei
2025	—	`conf`	Caser+ and CosRec+: Closing the Gap Between CNNs and Attention Models in SRS. IIR Federico Siciliano, Antonio Purificato, Filippo Betello, Nicola Tonellotto, Fabrizio Silvestri
2025	J	`jnl`	Community Membership Hiding via Gradient-based Optimization. CoRR Matteo Silvestri, Edoardo Gabrielli, Fabrizio Silvestri, Gabriele Tolomei
2025	—	`conf`	Comparing Recommendation Losses under Negative Sampling. IIR Giulia Di Teodoro, Federico Siciliano, Nicola Tonellotto, Fabrizio Silvestri
2025	J	`jnl`	Consistent Counterfactual Explanations via Anomaly Control and Data Coherence. IEEE Trans. Artif. Intell. Maria Movin, Federico Siciliano, Rui Ferreira, Fabrizio Silvestri, Gabriele Tolomei
2025	J	`jnl`	Demystifying Sequential Recommendations: Counterfactual Explanations via Genetic Algorithms. CoRR Domiziano Scarcelli, Filippo Betello, Giuseppe Perelli, Fabrizio Silvestri, Gabriele Tolomei
2025	J	`jnl`	Directional Sheaf Hypergraph Networks: Unifying Learning on Directed and Undirected Hypergraphs. CoRR Emanuele Mule, Stefano Fiorini, Antonio Purificato, Federico Siciliano, Stefano Coniglio, Fabrizio Silvestri
2025	A*	`conf`	Do RAG Systems Really Suffer From Positional Bias? EMNLP Florin Cuconasu, Simone Filice, Guy Horowitz, Yoelle Maarek, Fabrizio Silvestri
2025	J	`jnl`	Do RAG Systems Suffer From Positional Bias? CoRR Florin Cuconasu, Simone Filice, Guy Horowitz, Yoelle Maarek, Fabrizio Silvestri
2025	—	`conf`	E2Rank: Efficient and Effective Layer-Wise Reranking. ECIR (3) Cesare Campagnano, Antonio Mallia, Jack Pertschuk, Fabrizio Silvestri
2025	J	`jnl`	Early-Exit Graph Neural Networks. CoRR Andrea Giuseppe Di Francesco, Maria Sofia Bucarelli, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Fabrizio Silvestri
2025	Misc	`conf`	Eclipse: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval. ICTIR Giulio D'Erasmo, Giovanni Trappolini, Fabrizio Silvestri, Nicola Tonellotto
2025	—	`conf`	Eclipse: Leveraging Pseudo-Irrelevance for Dimension Importance Estimation. IIR Giulio D'Erasmo, Giovanni Trappolini, Nicola Tonellotto, Fabrizio Silvestri
2025	J	`jnl`	Enhancing XAI Narratives through Multi-Narrative Refinement and Knowledge Distillation. CoRR Flavio Giorgi, Matteo Silvestri, Cesare Campagnano, Fabrizio Silvestri, Gabriele Tolomei
2025	J	`jnl`	Evading Overlapping Community Detection via Proxy Node Injection. CoRR Dario Loi, Matteo Silvestri, Fabrizio Silvestri, Gabriele Tolomei
2025	J	`jnl`	Evaluating Latent Knowledge of Public Tabular Datasets in Large Language Models. CoRR Matteo Silvestri, Flavio Giorgi, Fabrizio Silvestri, Gabriele Tolomei
2025	J	`jnl`	Generalizability through Explainability: Countering Overfitting with Counterfactual Examples. CoRR Flavio Giorgi, Fabiano Veglianti, Fabrizio Silvestri, Gabriele Tolomei
2025	J	`jnl`	Generalizability vs. Counterfactual Explainability Trade-Off. CoRR Fabiano Veglianti, Flavio Giorgi, Fabrizio Silvestri, Gabriele Tolomei
2025	A*	`conf`	IR-RAG @SIGIR25: The Second Edition of the Workshop on Information Retrieval's Role in RAG Systems. SIGIR Negar Arabzadeh, Ziheng Chen, Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini
2025	B	`conf`	Link Prediction with Physics-Inspired Graph Neural Networks. IJCNN Andrea Giuseppe Di Francesco, Francesco Caso, Maria Sofia Bucarelli, Fabrizio Silvestri
2025	J	`jnl`	MASS: MoErging through Adaptive Subspace Selection. CoRR Donato Crisostomi, Alessandro Zirilli, Antonio Andrea Gargiulo, Maria Sofia Bucarelli, Simone Scardapane, Fabrizio Silvestri, Iacopo Masi, Emanuele Rodolà
2025	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers, Part I PKDD/ECML Workshops (1) Rosa Meo, Fabrizio Silvestri
2025	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers, Part II PKDD/ECML Workshops (2) Rosa Meo, Fabrizio Silvestri
2025	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers, Part III PKDD/ECML Workshops (3) Rosa Meo, Fabrizio Silvestri
2025	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers, Part IV PKDD/ECML Workshops (4) Rosa Meo, Fabrizio Silvestri
2025	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers, Part V PKDD/ECML Workshops (5) Rosa Meo, Fabrizio Silvestri
2025	A	`conf`	Natural Language Counterfactual Explanations for Graphs Using Large Language Models. AISTATS Flavio Giorgi, Cesare Campagnano, Fabrizio Silvestri, Gabriele Tolomei
2025	J	`jnl`	On Task Vectors and Gradients. CoRR Luca Zhou, Daniele Solombrino, Donato Crisostomi, Maria Sofia Bucarelli, Giuseppe Alessio D'Inverno, Fabrizio Silvestri, Emanuele Rodolà
2025	J	`jnl`	One Search Fits All: Pareto-Optimal Eco-Friendly Model Selection. CoRR Filippo Betello, Antonio Purificato, Vittoria Vineis, Gabriele Tolomei, Fabrizio Silvestri
2025	J	`jnl`	PISA: Prioritized Invariant Subgraph Aggregation. CoRR Ali Ghasemi, Farooq Ahmad Wani, Maria Sofia Bucarelli, Fabrizio Silvestri
2025	J	`jnl`	Polynomial Neural Sheaf Diffusion: A Spectral Filtering Approach on Cellular Sheaves. CoRR Alessio Borgi, Fabrizio Silvestri, Pietro Liò
2025	—	`ed.`	Proceedings of the Workshop Design, Evaluation, and Deployment of Robust Recommender Systems (RobustRecSys 2024) co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024), Bari, Italy, October 18th, 2024. RobustRecSys@RecSys Valerio Guarrasi, Federico Siciliano, Fabrizio Silvestri
2025	Misc	`conf`	QPP-RA: Aggregating Large Language Model Rankings. ICTIR Filippo Betello, Matteo Russo, Paul Dütting, Stefano Leonardi, Fabrizio Silvestri
2025	J	`jnl`	Quantized Auto Encoder-Based Anomaly Detection for Multivariate Time Series Data in 5G Networks. IEEE Access Giovanni Trappolini, Antonio Purificato, Federico Siciliano, Luigi D'Addona, Anna Maria Spagnolo, Domenico Dato, Fabrizio Silvestri
2025	J	`jnl`	Redefining Retrieval Evaluation in the Era of LLMs. CoRR Giovanni Trappolini, Florin Cuconasu, Simone Filice, Yoelle Maarek, Fabrizio Silvestri
2025	B	`conf`	Renormalized Graph Representations for Node Classification. IJCNN Francesco Caso, Giovanni Trappolini, Andrea Bacciu, Pietro Liò, Fabrizio Silvestri
2025	A	`conf`	STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing. WACV Andrea Alfarano, Alberto Alfarano, Linda Friso, Andrea Bacciu, Irene Amerini, Fabrizio Silvestri
2025	J	`jnl`	Subtract the Corruption: Training-Data-Free Corrective Machine Unlearning using Task Arithmetic. CoRR Mostafa Mozafari, Farooq Ahmad Wani, Maria Sofia Bucarelli, Fabrizio Silvestri
2025	A	`conf`	TIM-Rec: Explicit Sparse Feedback on Multi-Item Upselling Recommendations in an Industrial Dataset of Telco Calls. RecSys Alessandro Sbandi, Federico Siciliano, Fabrizio Silvestri
2025	—	`conf`	TSMO 2025: Two-sided Marketplace Optimization: Search, Discovery, Matching, Pricing & Growth. KDD (2) Mihajlo Grbovic, Vladan Radosavljevic, Amit Goyal, Rui Song, Minmin Chen, Zhiwei Qin, Katerina Iliakopoulou-Zanos, Thanasis Noulas, Hongtu Zhu, Fabrizio Silvestri
2025	A*	`conf`	Task Singular Vectors: Reducing Task Interference in Model Merging. CVPR Antonio Andrea Gargiulo, Donato Crisostomi, Maria Sofia Bucarelli, Simone Scardapane, Fabrizio Silvestri, Emanuele Rodolà
2025	J	`jnl`	The Majority Vote Paradigm Shift: When Popular Meets Optimal. CoRR Antonio Purificato, Maria Sofia Bucarelli, Anil Kumar Nelakanti, Andrea Bacciu, Fabrizio Silvestri, Amin Mantrach
2025	J	`jnl`	The perils of stealthy data poisoning attacks in misogynistic content moderation. Online Soc. Networks Media Syrine Enneifer, Federica Baccini, Federico Siciliano, Irene Amerini, Fabrizio Silvestri
2025	J	`jnl`	Titans Revisited: A Lightweight Reimplementation and Critical Analysis of a Test-Time Memory Model. CoRR Gavriel Di Nepi, Federico Siciliano, Fabrizio Silvestri
2025	J	`jnl`	Training-Free Style and Content Transfer by Leveraging U-Net Skip Connections in Stable Diffusion 2. CoRR Ludovica Schaerf, Andrea Alfarano, Fabrizio Silvestri, Leonardo Impett
2025	A*	`conf`	Unveiling DIME: Reproducibility, Generalizability, and Formal Analysis of Dimension Importance Estimation for Dense Retrieval. SIGIR Cesare Campagnano, Antonio Mallia, Fabrizio Silvestri
2025	A	`conf`	Variational Inference of Parameters in Opinion Dynamics Models. ICWSM Jacopo Lenti, Fabrizio Silvestri, Gianmarco De Francisci Morales
2025	J	`jnl`	What are you sinking? A geometric approach on attention sink. CoRR Valeria Ruscio, Umberto Nanni, Fabrizio Silvestri
2024	J	`jnl`	A Reproducible Analysis of Sequential Recommender Systems. CoRR Filippo Betello, Antonio Purificato, Federico Siciliano, Giovanni Trappolini, Andrea Bacciu, Nicola Tonellotto, Fabrizio Silvestri
2024	J	`jnl`	A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems. CoRR Florin Cuconasu, Giovanni Trappolini, Nicola Tonellotto, Fabrizio Silvestri
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`	A topological description of loss surfaces based on Betti Numbers. CoRR Maria Sofia Bucarelli, Giuseppe Alessio D'Inverno, Monica Bianchini, Franco Scarselli, Fabrizio Silvestri
2024	J	`jnl`	A topological description of loss surfaces based on Betti Numbers. Neural Networks Maria Sofia Bucarelli, Giuseppe Alessio D'Inverno, Monica Bianchini, Franco Scarselli, Fabrizio Silvestri
2024	J	`jnl`	ATM: Improving Model Merging by Alternating Tuning and Merging. CoRR Luca Zhou, Daniele Solombrino, Donato Crisostomi, Maria Sofia Bucarelli, Fabrizio Silvestri, Emanuele Rodolà
2024	J	`jnl`	Beyond position: how rotary embeddings shape representations and memory in autoregressive transfomers. CoRR Valeria Ruscio, Fabrizio Silvestri
2024	—	`conf`	DanteLLM: Let's Push Italian LLM Research Forward! LREC/COLING Andrea Bacciu, Cesare Campagnano, Giovanni Trappolini, Fabrizio Silvestri
2024	J	`jnl`	Debiasing Machine Unlearning with Counterfactual Examples. CoRR Ziheng Chen, Jia Wang, Jun Zhuang, Abbavaram Gowtham Reddy, Fabrizio Silvestri, Jin Huang, Kaushiki Nag, Kun Kuang, Xin Ning, Gabriele Tolomei
2024	J	`jnl`	ECLIPSE: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval. CoRR Giulio D'Erasmo, Giovanni Trappolini, Nicola Tonellotto, Fabrizio Silvestri
2024	—	`conf`	Eco-Aware Graph Neural Networks for Sustainable Recommendations. RecSoGood@RecSys Antonio Purificato, Fabrizio Silvestri
2024	J	`jnl`	Eco-Aware Graph Neural Networks for Sustainable Recommendations. CoRR Antonio Purificato, Fabrizio Silvestri
2024	J	`jnl`	Editorial on the Special Issue of the World Wide Web journal with selected papers from the 22nd International Conference on Web Information Systems Engineering (WISE). World Wide Web (WWW) Richard Chbeir, Zi Helen Huang, Yannis Manolopoulos, Fabrizio Silvestri
2024	A*	`conf`	Evading Community Detection via Counterfactual Neighborhood Search. KDD Andrea Bernini, Fabrizio Silvestri, Gabriele Tolomei
2024	J	`jnl`	Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent. IEEE Trans. Artif. Intell. Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, Jia Wang, He Zhu, Hongshik Ahn
2024	—	`conf`	Finite Rank-Biased Overlap (FRBO): A New Measure for Stability in Sequential Recommender Systems. IIR Filippo Betello, Federico Siciliano, Pushkar Mishra, Fabrizio Silvestri
2024	J	`jnl`	Generating Query Recommendations via LLMs. CoRR Andrea Bacciu, Enrico Palumbo, Andreas Damianou, Nicola Tonellotto, Fabrizio Silvestri
2024	J	`jnl`	Graph Neural Re-Ranking via Corpus Graph. CoRR Andrea Giuseppe Di Francesco, Christian Giannetti, Nicola Tonellotto, Fabrizio Silvestri
2024	—	`conf`	Human-in-the-Loop Personalized Counterfactual Recourse. xAI (3) Carlo Abrate, Federico Siciliano, Francesco Bonchi, Fabrizio Silvestri
2024	A*	`conf`	IR-RAG @ SIGIR24: Information Retrieval's Role in RAG Systems. SIGIR Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini
2024	—	`conf`	Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations. ECIR (2) Filippo Betello, Federico Siciliano, Pushkar Mishra, Fabrizio Silvestri
2024	B	`conf`	Learning with Noisy Labels through Learnable Weighting and Centroid Similarity. IJCNN Farooq Ahmad Wani, Maria Sofia Bucarelli, Fabrizio Silvestri
2024	J	`jnl`	Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach. CoRR Andrea Giuseppe Di Francesco, Francesco Caso, Maria Sofia Bucarelli, Fabrizio Silvestri
2024	A	`conf`	Mitigating Extreme Cold Start in Graph-based RecSys through Re-ranking. CIKM Alessandro Sbandi, Federico Siciliano, Fabrizio Silvestri
2024	J	`jnl`	Natural Language Counterfactual Explanations for Graphs Using Large Language Models. CoRR Flavio Giorgi, Cesare Campagnano, Fabrizio Silvestri, Gabriele Tolomei
2024	—	`conf`	Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. WWW (Companion Volume) Marco De Nadai, Francesco Fabbri, Paul Gigioli, Alice Wang, Ang Li, Fabrizio Silvestri, Laura Kim, Shawn Lin, Vladan Radosavljevic, Sandeep Ghael, David Nyhan, Hugues Bouchard, Mounia Lalmas, Andreas Damianou
2024	J	`jnl`	Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. CoRR Marco De Nadai, Francesco Fabbri, Paul Gigioli, Alice Wang, Ang Li, Fabrizio Silvestri, Laura Kim, Shawn Lin, Vladan Radosavljevic, Sandeep Ghael, David Nyhan, Hugues Bouchard, Mounia Lalmas-Roelleke, Andreas Damianou
2024	J	`jnl`	Predicting Award Winning Research Papers at Publication Time. CoRR Riccardo Vella, Andrea Vitaletti, Fabrizio Silvestri
2024	—	`ed.`	Proceedings of the Workshop Information Retrieval's Role in RAG Systems (IR-RAG 2024) co-located with the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington DC, USA, 07 18, 2024. IR-RAG@SIGIR Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini
2024	J	`jnl`	Report on the 1st Workshop on Information Retrieval's Role in RAG Systems (IR-RAG 2024) at SIGIR 2024. SIGIR Forum Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini
2024	J	`jnl`	Report on the Search Futures Workshop at ECIR 2024. SIGIR Forum Leif Azzopardi, Charles L. A. Clarke, Paul B. Kantor, Bhaskar Mitra, Johanne R. Trippas, Zhaochun Ren, Mohammad Aliannejadi, Negar Arabzadeh, Raman Chandrasekar, Maarten de Rijke, Panagiotis Eustratiadis, William R. Hersh, Jin Huang, Evangelos Kanoulas, Jasmin Kareem, Yongkang Li, Simon Lupart, Kidist Amde Mekonnen, Adam Roegiest, Ian Soboroff, Fabrizio Silvestri, Suzan Verberne, David Vos, Eugene Yang, Yuyue Zhao
2024	—	`conf`	Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation. IIR Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
2024	—	`conf`	Robust Solutions for Ranking Variability in Recommender Systems. RobustRecSys@RecSys Bonifacio Marco Francomano, Federico Siciliano, Fabrizio Silvestri
2024	A	`conf`	RobustRecSys @ RecSys2024: Design, Evaluation and Deployment of Robust Recommender Systems. RecSys Valerio Guarrasi, Federico Siciliano, Fabrizio Silvestri
2024	J	`jnl`	Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks. CoRR Farooq Ahmad Wani, Maria Sofia Bucarelli, Andrea Giuseppe Di Francesco, Oleksandr Pryymak, Fabrizio Silvestri
2024	J	`jnl`	STLight: a Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal joint Processing. CoRR Andrea Alfarano, Alberto Alfarano, Linda Friso, Andrea Bacciu, Irene Amerini, Fabrizio Silvestri
2024	—	`conf`	SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes. SemEval@NAACL Dimitar Dimitrov, Firoj Alam, Maram Hasanain, Abul Hasnat, Fabrizio Silvestri, Preslav Nakov, Giovanni Da San Martino
2024	J	`jnl`	Sparse Vicious Attacks on Graph Neural Networks. IEEE Trans. Artif. Intell. Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei
2024	J	`jnl`	Static Pruning in Dense Retrieval using Matrix Decomposition. CoRR Federico Siciliano, Francesca Pezzuti, Nicola Tonellotto, Fabrizio Silvestri
2024	A*	`conf`	TSMO 2024: Two-sided Marketplace Optimization. KDD Mihajlo Grbovic, Vladan Radosavljevic, Minmin Chen, Katerina Iliakopoulou-Zanos, Thanasis Noulas, Amit Goyal, Fabrizio Silvestri
2024	J	`jnl`	Task Singular Vectors: Reducing Task Interference in Model Merging. CoRR Antonio Andrea Gargiulo, Donato Crisostomi, Maria Sofia Bucarelli, Simone Scardapane, Fabrizio Silvestri, Emanuele Rodolà
2024	—	`conf`	The Impact of Source-Target Node Distance on Vicious Adversarial Attacks in Social Network Recommendation Systems. IRonGraphs Federico Albanese, Giovanni Trappolini, Lorenzo Scarlino, Fabrizio Silvestri
2024	A*	`conf`	The Power of Noise: Redefining Retrieval for RAG Systems. SIGIR Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
2024	J	`jnl`	The Power of Noise: Redefining Retrieval for RAG Systems. CoRR Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
2024	J	`jnl`	Variational Inference of Parameters in Opinion Dynamics Models. CoRR Jacopo Lenti, Fabrizio Silvestri, Gianmarco De Francisci Morales
2024	J	`jnl`	∇ τ: Gradient-based and Task-Agnostic machine Unlearning. CoRR Daniel Trippa, Cesare Campagnano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri
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	—	`conf`	Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News Without Modifying it. PKDD/ECML Workshops (2) Federico Siciliano, Luca Maiano, Lorenzo Papa, Federica Baccini, Irene Amerini, Fabrizio Silvestri
2023	J	`jnl`	Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News without Modifying It. CoRR Federico Siciliano, Luca Maiano, Lorenzo Papa, Federica Baccini, Irene Amerini, Fabrizio Silvestri
2023	—	`conf`	Attention-likelihood relationship in Transformers. Tiny Papers @ ICLR Valeria Ruscio, Valentino Maiorca, Fabrizio Silvestri
2023	J	`jnl`	Attention-likelihood relationship in transformers. CoRR Valeria Ruscio, Valentino Maiorca, Fabrizio Silvestri
2023	J	`jnl`	Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels. CoRR Farooq Ahmad Wani, Maria Sofia Bucarelli, Fabrizio Silvestri
2023	J	`jnl`	Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning. CoRR Andrea Bernini, Fabrizio Silvestri, Gabriele Tolomei
2023	—	`conf`	Concept Distillation in Graph Neural Networks. xAI (3) Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Mateja Jamnik, Pietro Liò
2023	J	`jnl`	CycleDRUMS: automatic drum arrangement for bass lines using CycleGAN. Discov. Artif. Intell. Giorgio Barnabò, Giovanni Trappolini, Lorenzo Lastilla, Cesare Campagnano, Angela Fan, Fabio Petroni, Fabrizio Silvestri
2023	J	`jnl`	Deep active learning for misinformation detection using geometric deep learning. Online Soc. Networks Media Giorgio Barnabò, Federico Siciliano, Carlos Castillo, Stefano Leonardi, Preslav Nakov, Giovanni Da San Martino, Fabrizio Silvestri
2023	—	`conf`	Fauno: The Italian Large Language Model that will leave you senza parole! IIR Andrea Bacciu, Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Fabrizio Silvestri
2023	J	`jnl`	Fauno: The Italian Large Language Model that will leave you senza parole! CoRR Andrea Bacciu, Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Fabrizio Silvestri
2023	A	`conf`	Graph Learning for Exploratory Query Suggestions in an Instant Search System. CIKM Enrico Palumbo, Andreas Damianou, Alice Wang, Alva Liu, Ghazal Fazelnia, Francesco Fabbri, Rui Ferreira, Fabrizio Silvestri, Hugues Bouchard, Claudia Hauff, Mounia Lalmas, Ben Carterette, Praveen Chandar, David Nyhan
2023	J	`jnl`	Harmonizing Global Voices: Culturally-Aware Models for Enhanced Content Moderation. CoRR Alex J. Chan, José Luis Redondo García, Fabrizio Silvestri, Colm O'Donnel, Konstantina Palla
2023	A	`conf`	Integrating Item Relevance in Training Loss for Sequential Recommender Systems. RecSys Andrea Bacciu, Federico Siciliano, Nicola Tonellotto, Fabrizio Silvestri
2023	J	`jnl`	Integrating Item Relevance in Training Loss for Sequential Recommender Systems. CoRR Andrea Bacciu, Federico Siciliano, Nicola Tonellotto, Fabrizio Silvestri
2023	J	`jnl`	Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations: an Empirical Study. CoRR Filippo Betello, Federico Siciliano, Pushkar Mishra, Fabrizio Silvestri
2023	A*	`conf`	Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. CVPR Maria Sofia Bucarelli, Lucas Cassano, Federico Siciliano, Amin Mantrach, Fabrizio Silvestri
2023	A*	`conf`	Multimodal Neural Databases. SIGIR Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Alon Y. Halevy, Fabrizio Silvestri
2023	J	`jnl`	Multimodal Neural Databases. CoRR Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Alon Y. Halevy, Fabrizio Silvestri
2023	—	`conf`	Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models. CogMI Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini
2023	J	`jnl`	Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models. CoRR Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini
2023	—	`conf`	RRAML: Reinforced Retrieval Augmented Machine Learning. DP@AI*IA Andrea Bacciu, Florin Cuconasu, Federico Siciliano, Fabrizio Silvestri, Nicola Tonellotto, Giovanni Trappolini
2023	J	`jnl`	RRAML: Reinforced Retrieval Augmented Machine Learning. CoRR Andrea Bacciu, Florin Cuconasu, Federico Siciliano, Fabrizio Silvestri, Nicola Tonellotto, Giovanni Trappolini
2023	J	`jnl`	Renormalized Graph Neural Networks. CoRR Francesco Caso, Giovanni Trappolini, Andrea Bacciu, Pietro Liò, Fabrizio Silvestri
2023	A*	`conf`	Sheaf Hypergraph Networks. NeurIPS Iulia Duta, Giulia Cassarà, Fabrizio Silvestri, Pietro Lió
2023	J	`jnl`	Sheaf Hypergraph Networks. CoRR Iulia Duta, Giulia Cassarà, Fabrizio Silvestri, Pietro Liò
2023	J	`jnl`	Sheaf Neural Networks for Graph-based Recommender Systems. CoRR Antonio Purificato, Giulia Cassarà, Pietro Liò, Fabrizio Silvestri
2023	A*	`conf`	The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples. SIGIR Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Gabriele Tolomei
2023	J	`jnl`	The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples. CoRR Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Gabriele Tolomei
2022	B	`conf`	A Survey on Multimodal Disinformation Detection. COLING Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz, Preslav Nakov
2022	A	`conf`	CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. AISTATS Ana Lucic, Maartje A. ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri
2022	A*	`conf`	Detecting and Understanding Harmful Memes: A Survey. IJCAI Shivam Sharma, Firoj Alam, Md. Shad Akhtar, Dimitar Dimitrov, Giovanni Da San Martino, Hamed Firooz, Alon Y. Halevy, Fabrizio Silvestri, Preslav Nakov, Tanmoy Chakraborty
2022	J	`jnl`	Detecting and Understanding Harmful Memes: A Survey. CoRR Shivam Sharma, Firoj Alam, Md. Shad Akhtar, Dimitar Dimitrov, Giovanni Da San Martino, Hamed Firooz, Alon Y. Halevy, Fabrizio Silvestri, Preslav Nakov, Tanmoy Chakraborty
2022	J	`jnl`	Editorial: Human-Interpretable Machine Learning. Frontiers Big Data Gabriele Tolomei, Fabio Pinelli, Fabrizio Silvestri
2022	J	`jnl`	Encoding Concepts in Graph Neural Networks. CoRR Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Pietro Liò, Mateja Jamnik
2022	B	`conf`	FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection. IJCNN Giorgio Barnabò, Federico Siciliano, Carlos Castillo, Stefano Leonardi, Preslav Nakov, Giovanni Da San Martino, Fabrizio Silvestri
2022	J	`jnl`	GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations. CoRR Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Zhenhua Huang, Hongshik Ahn, Gabriele Tolomei
2022	B	`conf`	NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. IJCNN Federico Siciliano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri
2022	A*	`conf`	On the Role of Relevance in Natural Language Processing Tasks. SIGIR Artsiom Sauchuk, James Thorne, Alon Y. Halevy, Nicola Tonellotto, Fabrizio Silvestri
2022	J	`jnl`	Preserving integrity in online social networks. Commun. ACM Alon Y. Halevy, Cristian Canton-Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov
2022	A	`conf`	ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models. CIKM Ziheng Chen, Fabrizio Silvestri, Jia Wang, He Zhu, Hongshik Ahn, Gabriele Tolomei
2022	J	`jnl`	Sparse Vicious Attacks on Graph Neural Networks. CoRR Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei
2022	B	`ed.`	Web Information Systems Engineering - WISE 2022 - 23rd International Conference, Biarritz, France, November 1-3, 2022, Proceedings WISE Richard Chbeir, Zi Helen Huang, Fabrizio Silvestri, Yannis Manolopoulos, Yanchun Zhang
2021	J	`jnl`	A Survey on Multimodal Disinformation Detection. CoRR Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz, Preslav Nakov
2021	J	`jnl`	CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. CoRR Ana Lucic, Maartje ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri
2021	B	`conf`	Concept Matching for Low-Resource Classification. IJCNN Federico Errica, Fabrizio Silvestri, Bora Edizel, Ludovic Denoyer, Fabio Petroni, Vassilis Plachouras, Sebastian Riedel
2021	J	`jnl`	CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN. CoRR Giorgio Barnabò, Giovanni Trappolini, Lorenzo Lastilla, Cesare Campagnano, Angela Fan, Fabio Petroni, Fabrizio Silvestri
2021	J	`jnl`	Database Reasoning Over Text. CoRR James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Y. Halevy
2021	—	`conf`	Database reasoning over text. ACL/IJCNLP (1) James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Y. Halevy
2021	—	`conf`	Detecting Propaganda Techniques in Memes. ACL/IJCNLP (1) Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov, Giovanni Da San Martino
2021	J	`jnl`	Detecting Propaganda Techniques in Memes. CoRR Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov, Giovanni Da San Martino
2021	J	`jnl`	From Natural Language Processing to Neural Databases. Proc. VLDB Endow. James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Y. Levy
2021	J	`jnl`	Generating Actionable Interpretations from Ensembles of Decision Trees. IEEE Trans. Knowl. Data Eng. Gabriele Tolomei, Fabrizio Silvestri
2021	J	`jnl`	NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. CoRR Federico Siciliano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri
2021	J	`jnl`	Neural network quantization in federated learning at the edge. Inf. Sci. Nicola Tonellotto, Alberto Gotta, Franco Maria Nardini, Daniele Gadler, Fabrizio Silvestri
2021	J	`jnl`	ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models. CoRR Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, He Zhu, Jia Wang, Hongshik Ahn
2021	—	`conf`	SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images. SemEval@ACL/IJCNLP Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov, Giovanni Da San Martino
2021	J	`jnl`	SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images. CoRR Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov, Giovanni Da San Martino
2020	J	`jnl`	Concept Matching for Low-Resource Classification. CoRR Federico Errica, Ludovic Denoyer, Bora Edizel, Fabio Petroni, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel
2020	—	`conf`	How Decoding Strategies Affect the Verifiability of Generated Text. EMNLP (Findings) Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel
2020	—	`conf`	Improving News Personalization Through Search Logs. BIAS Xiao Bai, Berkant Barla Cambazoglu, Francesco Gullo, Amin Mantrach, Fabrizio Silvestri
2020	J	`jnl`	Neural Databases. CoRR James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Y. Halevy
2020	J	`jnl`	Node Masking: Making Graph Neural Networks Generalize and Scale Better. CoRR Pushkar Mishra, Aleksandra Piktus, Gerard Goossen, Fabrizio Silvestri
2020	J	`jnl`	Preserving Integrity in Online Social Networks. CoRR Alon Y. Halevy, Cristian Canton-Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov
2019	J	`jnl`	Editorial - Special issue on OSNEM network properties and dynamics. Online Soc. Networks Media Rémy Cazabet, Andrea Passarella, Giulio Rossetti, Fabrizio Silvestri
2019	A*	`conf`	Enlisting the Public to Build a Healthier Web Information Commons. WWW Amin Mantrach, Fabrizio Silvestri
2019	J	`jnl`	How Decoding Strategies Affect the Verifiability of Generated Text. CoRR Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel
2019	—	`conf`	Misspelling Oblivious Word Embeddings. NAACL-HLT (1) Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, Fabrizio Silvestri
2019	J	`jnl`	Misspelling Oblivious Word Embeddings. CoRR Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, Fabrizio Silvestri
2019	—	`ed.`	Proceedings of the 10th Italian Information Retrieval Workshop, Padova, Italy, September 16-18, 2019. IIR Maristella Agosti, Emanuele Di Buccio, Massimo Melucci, Stefano Mizzaro, Gabriella Pasi, Fabrizio Silvestri
2019	A*	`ed.`	The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019 WWW Ling Liu, Ryen W. White, Amin Mantrach, Fabrizio Silvestri, Julian J. McAuley, Ricardo Baeza-Yates, Leila Zia
2018	—	`conf`	OSNED 2018 Chairs' Welcome & Organization. WWW (Companion Volume) Rémy Cazabet, Andrea Passarella, Giulio Rossetti, Fabrizio Silvestri
2018	—	`ch.`	Web Search Result Caching and Prefetching. Encyclopedia of Database Systems (2nd ed.) Ronny Lempel, Fabrizio Silvestri
2018	J	`jnl`	X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees. ACM Trans. Intell. Syst. Technol. Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
2017	J	`jnl`	Adult content consumption in online social networks. Soc. Netw. Anal. Min. Mauro Coletto, Luca Maria Aiello, Claudio Lucchese, Fabrizio Silvestri
2017	J	`jnl`	Exploiting search history of users for news personalization. Inf. Sci. Xiao Bai, Berkant Barla Cambazoglu, Francesco Gullo, Amin Mantrach, Fabrizio Silvestri
2017	—	`conf`	Friendly, Appealing or Both?: Characterising User Experience in Sponsored Search Landing Pages. WWW (Companion Volume) Marc Bron, Miriam Redi, Mounia Lalmas, Fabrizio Silvestri, Huw Evans, Mahlon Chute
2017	A*	`conf`	Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking. KDD Gabriele Tolomei, Fabrizio Silvestri, Andrew Haines, Mounia Lalmas
2017	J	`jnl`	Tour recommendation for groups. Data Min. Knowl. Discov. Aris Anagnostopoulos, Reem Atassi, Luca Becchetti, Adriano Fazzone, Fabrizio Silvestri
2016	A	`ed.`	Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings ECIR Nicola Ferro, Fabio Crestani, Marie-Francine Moens, Josiane Mothe, Fabrizio Silvestri, Giorgio Maria Di Nunzio, Claudia Hauff, Gianmaria Silvello
2016	A*	`conf`	Improving Post-Click User Engagement on Native Ads via Survival Analysis. WWW Nicola Barbieri, Fabrizio Silvestri, Mounia Lalmas
2016	—	`conf`	Improving Profiles of Weakly-Engaged Users - With Applications to Recommender Systems. CLEF Gaurav Singh, Amin Mantrach, Fabrizio Silvestri
2016	J	`jnl`	Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings. CoRR Gaurav Singh, Fabrizio Silvestri, John Shawe-Taylor
2016	A*	`conf`	Network-Aware Recommendations of Novel Tweets. SIGIR Noor Aldeen Alawad, Aris Anagnostopoulos, Stefano Leonardi, Ida Mele, Fabrizio Silvestri
2016	A	`conf`	On the Behaviour of Deviant Communities in Online Social Networks. ICWSM Mauro Coletto, Luca Maria Aiello, Claudio Lucchese, Fabrizio Silvestri
2016	J	`jnl`	On the Behaviour of Deviant Communities in Online Social Networks. CoRR Mauro Coletto, Luca Maria Aiello, Claudio Lucchese, Fabrizio Silvestri
2016	J	`jnl`	Pornography consumption in Social Media. CoRR Mauro Coletto, Luca Maria Aiello, Claudio Lucchese, Fabrizio Silvestri
2016	A*	`conf`	Post-Learning Optimization of Tree Ensembles for Efficient Ranking. SIGIR Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
2016	—	`conf`	Post-Learning Optimization of Tree Ensembles. IIR Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
2016	J	`jnl`	Report on ECIR 2016: 38th European Conference on Information Retrieval. SIGIR Forum Nicola Ferro, Fabio Crestani, Marie-Francine Moens, Josiane Mothe, Fabrizio Silvestri, Jaana Kekäläinen, Paolo Rosso, Paul D. Clough, Gabriella Pasi, Christina Lioma, Stefano Mizzaro, Giorgio Maria Di Nunzio, Claudia Hauff, Omar Alonso, Pavel Serdyukov, Gianmaria Silvello
2016	A*	`conf`	Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. SIGIR Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens
2016	J	`jnl`	Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. CoRR Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens
2016	A	`conf`	The Role of Relevance in Sponsored Search. CIKM Luca Maria Aiello, Ioannis Arapakis, Ricardo Baeza-Yates, Xiao Bai, Nicola Barbieri, Amin Mantrach, Fabrizio Silvestri
2015	A*	`conf`	Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. SIGIR Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Narayan Bhamidipati
2015	—	`conf`	HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space. HLT-NAACL Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri
2015	J	`jnl`	IntoNews: Online news retrieval using closed captions. Inf. Process. Manag. Roi Blanco, Gianmarco De Francisci Morales, Fabrizio Silvestri
2015	—	`conf`	Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract). WWW (Companion Volume) Ricardo Baeza-Yates, Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Fabrizio Silvestri
2015	C	`conf`	MUSETS: Diversity-Aware Web Query Suggestions for Shortening User Sessions. ISMIS Marcin Sydow, Cristina Ioana Muntean, Franco Maria Nardini, Stan Matwin, Fabrizio Silvestri
2015	J	`jnl`	On Learning Prediction Models for Tourists Paths. ACM Trans. Intell. Syst. Technol. Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri, Ranieri Baraglia
2015	A	`conf`	Predicting The Next App That You Are Going To Use. WSDM Ricardo Baeza-Yates, Di Jiang, Fabrizio Silvestri, Beverly Harrison
2015	B	`ed.`	Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015, Paris, France, August 25 - 28, 2015 ASONAM Jian Pei, Fabrizio Silvestri, Jie Tang
2015	A*	`conf`	Promoting Positive Post-Click Experience for In-Stream Yahoo Gemini Users. KDD Mounia Lalmas, Janette Lehmann, Guy Shaked, Fabrizio Silvestri, Gabriele Tolomei
2014	—	`conf`	LearNext: Learning to Predict Tourists Movements. IIR Ranieri Baraglia, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri
2014	—	`ch.`	Recommender Systems. Mining User Generated Content Claudio Lucchese, Cristina Ioana Muntean, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini
2013	J	`jnl`	Discovering tasks from search engine query logs. ACM Trans. Inf. Syst. Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
2013	J	`jnl`	Editorial. J. Discrete Algorithms Roberto Grossi, Fabrizio Sebastiani, Fabrizio Silvestri
2013	J	`jnl`	Endorsements and rebuttals in blog distillation. Inf. Sci. Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri
2013	—	`ed.`	Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, AIRS 2013, Singapore, December 9-11, 2013. Proceedings AIRS Rafael E. Banchs, Fabrizio Silvestri, Tie-Yan Liu, Min Zhang, Sheng Gao, Jun Lang
2013	A	`conf`	LearNext: learning to predict tourists movements. CIKM Ranieri Baraglia, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri
2013	—	`conf`	Learning to shorten query sessions. WWW (Companion Volume) Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri, Marcin Sydow
2013	A	`conf`	Load-sensitive selective pruning for distributed search. CIKM Daniele Broccolo, Craig Macdonald, Salvatore Orlando, Iadh Ounis, Raffaele Perego, Fabrizio Silvestri, Nicola Tonellotto
2013	—	`conf`	Modeling and predicting the task-by-task behavior of search engine users. OAIR Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
2013	C	`conf`	Query Processing in Highly-Loaded Search Engines. SPIRE Daniele Broccolo, Craig Macdonald, Salvatore Orlando, Iadh Ounis, Raffaele Perego, Fabrizio Silvestri, Nicola Tonellotto
2013	—	`conf`	Towards leveraging closed captions for news retrieval. WWW (Companion Volume) Roi Blanco, Gianmarco De Francisci Morales, Fabrizio Silvestri
2012	—	`conf`	A Trajectory-Based Recommender System for Tourism. AMT Ranieri Baraglia, Claudio Frattari, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri
2012	A	`ed.`	Advances in Information Retrieval - 34th European Conference on IR Research, ECIR 2012, Barcelona, Spain, April 1-5, 2012. Proceedings ECIR Ricardo Baeza-Yates, Arjen P. de Vries, Hugo Zaragoza, Berkant Barla Cambazoglu, Vanessa Murdock, Ronny Lempel, Fabrizio Silvestri
2012	C	`conf`	Blog Distillation via Sentiment-Sensitive Link Analysis. NLDB Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri
2012	J	`jnl`	Cite-as-you-write. ERCIM News Kris Jack, Maurizio Sambati, Fabrizio Silvestri, Salvatore Trani, Rossano Venturini
2012	J	`jnl`	ECIR 2012: 34th european conference on information retrieval research. SIGIR Forum Ricardo Baeza-Yates, Mari-Carmen Marcos, Arjen P. de Vries, Hugo Zaragoza, Berkant Barla Cambazoglu, Vanessa Murdock, Alvaro Barreiro, David E. Losada, Ronny Lempel, Fabrizio Silvestri, Mounia Lalmas
2012	A*	`conf`	Efficient query recommendations in the long tail via center-piece subgraphs. SIGIR Francesco Bonchi, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini
2012	J	`jnl`	Generating suggestions for queries in the long tail with an inverted index. Inf. Process. Manag. Daniele Broccolo, Lorenzo Marcon, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2012	A	`conf`	How Random Walks Can Help Tourism. ECIR Claudio Lucchese, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini
2012	A	`conf`	Interactive and context-aware tag spell check and correction. CIKM Francesco Bonchi, Ophir Frieder, Franco Maria Nardini, Fabrizio Silvestri, Hossein Vahabi
2012	A	`conf`	Making your interests follow you on twitter. CIKM Marco Pennacchiotti, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini
2012	A*	`conf`	Prefetching query results and its impact on search engines. SIGIR Simon Jonassen, Berkant Barla Cambazoglu, Fabrizio Silvestri
2012	—	`conf`	RecTour: A Recommender System for Tourists. Web Intelligence/IAT Workshops Ranieri Baraglia, Claudio Frattari, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri
2012	J	`jnl`	Sorting on GPUs for large scale datasets: A thorough comparison. Inf. Process. Manag. Gabriele Capannini, Fabrizio Silvestri, Ranieri Baraglia
2012	—	`conf`	Using Machine Learning and Information Retrieval Techniques to Improve Software Maintainability. EternalS@ECAI Anna Corazza, Sergio Di Martino, Valerio Maggio, Alessandro Moschitti, Andrea Passerini, Giuseppe Scanniello, Fabrizio Silvestri
2012	A	`conf`	You should read this! let me explain you why: explaining news recommendations to users. CIKM Roi Blanco, Diego Ceccarelli, Claudio Lucchese, Raffaele Perego, Fabrizio Silvestri
2011	—	`ed.`	3rd International ICST Conference on Scalable Information Systems, INFOSCALE 2008, Vico Equense, Italy, June 4-6, 2008 INFOSCALE Ronny Lempel, Raffaele Perego, Fabrizio Silvestri
2011	—	`conf`	Blog Distillation via Sentiment-Sensitive Link Analysis. IIR Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri
2011	B	`conf`	Caching query-biased snippets for efficient retrieval. EDBT Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri
2011	J	`jnl`	Efficient Diversification of Web Search Results CoRR Gabriele Capannini, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2011	J	`jnl`	Efficient Diversification of Web Search Results. Proc. VLDB Endow. Gabriele Capannini, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2011	—	`conf`	Efficient diversification of search results using query logs. WWW (Companion Volume) Gabriele Capannini, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2011	A	`conf`	Identifying task-based sessions in search engine query logs. WSDM Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
2011	—	`conf`	Recommendations for the long tail by term-query graph. WWW (Companion Volume) Francesco Bonchi, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini
2011	A	`conf`	Representing Document Lengths with Identifiers. ECIR Raffaele Perego, Fabrizio Silvestri, Nicola Tonellotto
2011	C	`ed.`	String Processing and Information Retrieval, 18th International Symposium, SPIRE 2011, Pisa, Italy, October 17-21, 2011. Proceedings SPIRE Roberto Grossi, Fabrizio Sebastiani, Fabrizio Silvestri
2010	J	`jnl`	A Study on the Effect of Application and Resource Characteristics on the QoS in Service Provisioning Environments. Int. J. Distributed Syst. Technol. Theodora A. Varvarigou, Konstantinos Tserpes, Dimosthenis Kyriazis, Fabrizio Silvestri, Nikolaos Psimogiannos
2010	C	`conf`	An Incremental Prefix Filtering Approach for the All Pairs Similarity Search Problem. APWeb Hoang Thanh Lam, Dinh Viet Dung, Raffaele Perego, Fabrizio Silvestri
2010	—	`ch.`	Analytical Quality Assurance. S-CUBE Book Andreas Metzger, Salima Benbernou, Manuel Carro, Maha Driss, Gabor Kecskemeti, Raman Kazhamiakin, Kyriakos Kritikos, Andrea Mocci, Elisabetta Di Nitto, Branimir Wetzstein, Fabrizio Silvestri
2010	—	`conf`	Detecting Task-Based Query Sessions Using Collaborative Knowledge. Web Intelligence/IAT Workshops Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
2010	C	`conf`	Incremental Algorithms for Effective and Efficient Query Recommendation. SPIRE Daniele Broccolo, Ophir Frieder, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2010	C	`conf`	K-Model: A New Computational Model for Stream Processors. HPCC Gabriele Capannini, Fabrizio Silvestri, Ranieri Baraglia
2010	J	`jnl`	Mining Query Logs: Turning Search Usage Data into Knowledge. Found. Trends Inf. Retr. Fabrizio Silvestri
2010	C	`conf`	On Tag Spell Checking. SPIRE Franco Maria Nardini, Fabrizio Silvestri, Hossein Vahabi, Pedram Vahabi, Ophir Frieder
2010	—	`conf`	On Using Query Logs for Static Index Pruning. Web Intelligence Hoang Thanh Lam, Raffaele Perego, Fabrizio Silvestri
2010	—	`conf`	Refreshing Models to Provide Timely Query Recommendations. IIR Daniele Broccolo, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2010	—	`conf`	The effects of time on query flow graph-based models for query suggestion. RIAO Ranieri Baraglia, Franco Maria Nardini, Carlos Castillo, Raffaele Perego, Debora Donato, Fabrizio Silvestri
2010	—	`conf`	Towards a task-based search and recommender systems. ICDE Workshops Gabriele Tolomei, Salvatore Orlando, Fabrizio Silvestri
2010	J	`jnl`	Tuning the capacity of search engines: Load-driven routing and incremental caching to reduce and balance the load. ACM Trans. Inf. Syst. Diego Puppin, Fabrizio Silvestri, Raffaele Perego, Ricardo Baeza-Yates
2010	A	`conf`	VSEncoding: efficient coding and fast decoding of integer lists via dynamic programming. CIKM Fabrizio Silvestri, Rossano Venturini
2009	A	`conf`	Aging effects on query flow graphs for query suggestion. CIKM Ranieri Baraglia, Carlos Castillo, Debora Donato, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2009	—	`conf`	Challenges in designing an interest-based distributed aggregation of users in P2P systems. ICUMT Matteo Mordacchini, Patrizio Dazzi, Gabriele Tolomei, Ranieri Baraglia, Fabrizio Silvestri, Salvatore Orlando
2009	B	`conf`	Entry Pairing in Inverted File. WISE Hoang Thanh Lam, Raffaele Perego, Quan Thoi Minh Nguyen, Fabrizio Silvestri
2009	A	`conf`	Mining Query Logs. ECIR Salvatore Orlando, Fabrizio Silvestri
2009	—	`conf`	S-Cube: Addressing Multidisciplinary Research Challenges for the Internet of Services. Future Internet Assembly Elisabetta Di Nitto, Dimka Karastoyanova, Andreas Metzger, Michael Parkin, Marco Pistore, Klaus Pohl, Fabrizio Silvestri, Willem-Jan van den Heuvel
2009	—	`conf`	Search shortcuts using click-through data. WSCD@WSDM Ranieri Baraglia, Fidel Cacheda, Victor Carneiro, Vreixo Formoso, Raffaele Perego, Fabrizio Silvestri
2009	A	`conf`	Search shortcuts: a new approach to the recommendation of queries. RecSys Ranieri Baraglia, Fidel Cacheda, Victor Carneiro, Diego Fernández, Vreixo Formoso, Raffaele Perego, Fabrizio Silvestri
2009	A*	`conf`	Search shortcuts: driving users towards their goals. WWW Ranieri Baraglia, Fidel Cacheda, Victor Carneiro, Vreixo Formoso, Raffaele Perego, Fabrizio Silvestri
2009	—	`conf`	Sorting using BItonic netwoRk wIth CUDA. LSDS-IR@SIGIR Gabriele Capannini, Fabrizio Silvestri, Ranieri Baraglia, Franco Maria Nardini
2009	J	`jnl`	Special Section: Scalable information systems. Future Gener. Comput. Syst. Wang-Chien Lee, Jianliang Xu, Jianzhong Li, Fabrizio Silvestri
2009	—	`ch.`	Web Search Result Caching and Prefetching. Encyclopedia of Database Systems Ronny Lempel, Fabrizio Silvestri
2008	—	`conf`	(Query) History Teaches Everything, Including the Future. LA-WEB Fabrizio Silvestri, Ranieri Baraglia, Claudio Lucchese, Salvatore Orlando, Raffaele Perego
2008	A	`conf`	Collaborative ranking of grid-enabled workflow service providers. HPDC Domenico Laforenza, Franco Maria Nardini, Fabrizio Silvestri
2008	J	`jnl`	Design trade-offs for search engine caching. ACM Trans. Web Ricardo Baeza-Yates, Aristides Gionis, Flavio Junqueira, Vanessa Murdock, Vassilis Plachouras, Fabrizio Silvestri
2008	J	`jnl`	ECIR 2008 Workshop on Efficiency Issues on Information Retrieval. SIGIR Forum Roi Blanco, Fabrizio Silvestri
2008	A	`conf`	Efficiency Issues in Information Retrieval Workshop. ECIR Roi Blanco, Fabrizio Silvestri
2008	—	`conf`	InfoScale 2008: The Third International ICST Conference on Scalable Information Systems. Infoscale Ronny Lempel, Raffaele Perego, Fabrizio Silvestri
2008	J	`jnl`	SPRANKER: A Discovery Tool to Rank Service Providers Using Quality of Experience. ERCIM News Domenico Laforenza, Franco Maria Nardini, Fabrizio Silvestri, Gabriele Tolomei
2007	—	`conf`	An Open Architecture for QoS Information in Business Grids. CoreGRID Konstantinos Tserpes, Dimosthenis Kyriazis, Andreas Menychtas, Theodora A. Varvarigou, Fabrizio Silvestri, Domenico Laforenza
2007	B	`conf`	Biological Experiments on the Grid: A Novel Workflow Management Platform. CBMS Domenico Laforenza, Rosario Lombardo, M. Scarpellini, Massimo Serranó, Fabrizio Silvestri, P. Faccioli
2007	A*	`conf`	Challenges on Distributed Web Retrieval. ICDE Ricardo A. Baeza-Yates, Carlos Castillo, Flavio Junqueira, Vassilis Plachouras, Fabrizio Silvestri
2007	J	`jnl`	Dynamic personalization of web sites without user intervention. Commun. ACM Ranieri Baraglia, Fabrizio Silvestri
2007	A*	`conf`	Know your neighbors: web spam detection using the web topology. SIGIR Carlos Castillo, Debora Donato, Aristides Gionis, Vanessa Murdock, Fabrizio Silvestri
2007	—	`conf`	Load-balancing and caching for collection selection architectures. Infoscale Diego Puppin, Fabrizio Silvestri, Raffaele Perego, Ricardo A. Baeza-Yates
2007	—	`conf`	Mining query logs to optimize index partitioning in parallel web search engines. Infoscale Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri
2007	—	`ed.`	Proceedings of the 2nf International Conference on Scalable Information Systems, Infoscale 2007, Suzhou, China, June 6-8, 2007 Infoscale Jianzhong Li, Wang-Chien Lee, Fabrizio Silvestri
2007	A	`conf`	Sorting Out the Document Identifier Assignment Problem. ECIR Fabrizio Silvestri
2007	J	`jnl`	Special issue on heterogeneous and distributed IR. Inf. Process. Manag. Fabrizio Silvestri
2007	A*	`conf`	The impact of caching on search engines. SIGIR Ricardo A. Baeza-Yates, Aristides Gionis, Flavio Junqueira, Vanessa Murdock, Vassilis Plachouras, Fabrizio Silvestri
2007	J	`jnl`	Workshop on large-scale distributed systems for information retrieval. SIGIR Forum Flavio Junqueira, Vassilis Plachouras, Fabrizio Silvestri, Ivana Podnar
2006	Misc	`conf`	A privacy preserving web recommender system. SAC Ranieri Baraglia, Claudio Lucchese, Salvatore Orlando, Massimo Serranó, Fabrizio Silvestri
2006	J	`jnl`	Boosting the performance of Web search engines: Caching and prefetching query results by exploiting historical usage data. ACM Trans. Inf. Syst. Tiziano Fagni, Raffaele Perego, Fabrizio Silvestri, Salvatore Orlando
2006	—	`ed.`	Proceedings of the international workshop on Information retrieval in peer-to-peer networks, P2PIR '06, Arlington, Virginia, USA, November 11, 2006 P2PIR@CIKM Ivana Podnar, Fabrizio Silvestri, Jie Lu, Raffaele Perego
2006	—	`conf`	Query-driven document partitioning and collection selection. Infoscale Diego Puppin, Fabrizio Silvestri, Domenico Laforenza
2006	A	`conf`	The query-vector document model. CIKM Diego Puppin, Fabrizio Silvestri
2006	Misc	`conf`	The social network of Java classes. SAC Diego Puppin, Fabrizio Silvestri
2006	—	`ch.`	Toward GRIDLE: A Way to Build Grid Applications Searching Through an Ecosystem of Components. Grid Computing: Software Environments and Tools Diego Puppin, Fabrizio Silvestri, Salvatore Orlando, Domenico Laforenza
2006	J	`jnl`	Toward a search architecture for software components. Concurr. Comput. Pract. Exp. Fabrizio Silvestri, Diego Puppin, Domenico Laforenza, Salvatore Orlando
2005	—	`conf`	A Grid Information Service Based on Peer-to-Peer. Euro-Par Diego Puppin, Stefano Moncelli, Ranieri Baraglia, Nicola Tonellotto, Fabrizio Silvestri
2005	—	`conf`	Component Metadata Management and Publication for the Grid. ITCC (2) Diego Puppin, Fabrizio Silvestri, Domenico Laforenza
2005	J	`jnl`	SIGIR workshop report: the SIGIR heterogeneous and distributed information retrieval workshop. SIGIR Forum Ranieri Baraglia, Domenico Laforenza, Fabrizio Silvestri
2004	—	`conf`	A Highly Scalable Parallel Caching System for Web Search Engine Results. Euro-Par Tiziano Fagni, Raffaele Perego, Fabrizio Silvestri
2004	—	`conf`	A Search Architecture for Grid Software Components. Future Generation Grids Diego Puppin, Fabrizio Silvestri, Domenico Laforenza, Salvatore Orlando
2004	—	`conf`	A Search Architecture for Grid Software Components. Web Intelligence Fabrizio Silvestri, Diego Puppin, Domenico Laforenza, Salvatore Orlando
2004	—	`conf`	An Effective Recommender System for Highly Dynamic and Large Web Sites. PKDD Ranieri Baraglia, Francesco Merlo, Fabrizio Silvestri
2004	—	`conf`	An Online Recommender System for Large Web Sites. Web Intelligence Ranieri Baraglia, Fabrizio Silvestri
2004	—	`conf`	An Online Recommender System. SEBD Ranieri Baraglia, Fabrizio Silvestri
2004	B	`conf`	An evaluation of component-based software design approaches. CCGRID Diego Puppin, Fabrizio Silvestri, Domenico Laforenza
2004	—	`conf`	Assigning Document Identifiers to Enhance Compressibility of Fulltext Indices. SEBD Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri
2004	Misc	`conf`	Assigning document identifiers to enhance compressibility of Web Search Engines indexes. SAC Fabrizio Silvestri, Raffaele Perego, Salvatore Orlando
2004	A*	`conf`	Assigning identifiers to documents to enhance the clustering property of fulltext indexes. SIGIR Fabrizio Silvestri, Salvatore Orlando, Raffaele Perego
2004	J	`jnl`	Design of a Parallel and Distributed Web Search Engine CoRR Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri
2004	—	`conf`	On-line Generation of Suggestions for Web Users. ITCC (1) Fabrizio Silvestri, Ranieri Baraglia, Paolo Palmerini, Massimo Serranó
2004	J	`jnl`	On-line Generation of Suggestions for Web Users. J. Digit. Inf. Manag. Fabrizio Silvestri, Ranieri Baraglia, Paolo Palmerini, Massimo Serranó
2004	Misc	`conf`	WINGS: A Parallel Indexer for Web Contents. International Conference on Computational Science Fabrizio Silvestri, Salvatore Orlando, Raffaele Perego
2004	—	`conf`	WebDocs: a real-life huge transactional dataset. FIMI Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri
2003	—	`conf`	A Hybrid Strategy for Caching Web Search Engine Results. WWW (Posters) Fabrizio Silvestri, Tiziano Fagni, Salvatore Orlando, Paolo Palmerini, Raffaele Perego
2003	—	`conf`	kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets. FIMI Salvatore Orlando, Claudio Lucchese, Paolo Palmerini, Raffaele Perego, Fabrizio Silvestri
2002	A*	`conf`	Adaptive and Resource-Aware Mining of Frequent Sets. ICDM Salvatore Orlando, Paolo Palmerini, Raffaele Perego, Fabrizio Silvestri
2002	—	`conf`	An Efficient Parallel and Distributed Algorithm for Counting Frequent Sets. VECPAR Salvatore Orlando, Paolo Palmerini, Raffaele Perego, Fabrizio Silvestri
2002	—	`conf`	Scheduling High Performance Data Mining Tasks on a Data Grid Environment. Euro-Par Salvatore Orlando, Paolo Palmerini, Raffaele Perego, Fabrizio Silvestri