Gabriele Tolomei
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Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking
G Tolomei, F Silvestri, A Haines, M Lalmas
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
Identifying task-based sessions in search engine query logs
C Lucchese, S Orlando, R Perego, F Silvestri, G Tolomei
Proceedings of the fourth ACM international conference on Web search and …, 2011
Advertising in the iot era: Vision and challenges
H Aksu, L Babun, M Conti, G Tolomei, AS Uluagac
IEEE Communications Magazine 56 (11), 138-144, 2018
Cf-gnnexplainer: Counterfactual explanations for graph neural networks
A Lucic, MA Ter Hoeve, G Tolomei, M De Rijke, F Silvestri
International Conference on Artificial Intelligence and Statistics, 4499-4511, 2022
An open standard solution for domotic interoperability
V Miori, L Tarrini, M Manca, G Tolomei
IEEE Transactions on Consumer Electronics 52 (1), 97-103, 2006
Discovering tasks from search engine query logs
C Lucchese, S Orlando, R Perego, F Silvestri, G Tolomei
ACM Transactions on Information Systems (TOIS) 31 (3), 1-43, 2013
Treant: training evasion-aware decision trees
S Calzavara, C Lucchese, G Tolomei, SA Abebe, S Orlando
Data Mining and Knowledge Discovery 34 (5), 1390-1420, 2020
Mitch: A Machine Learning Approach to the Black-Box Detection of CSRF Vulnerabilities
S Calzavara, M Conti, R Focardi, A Rabitti, G Tolomei
2019 IEEE European Symposium on Security and Privacy (EuroS&P), 528-543, 2019
Generating actionable suggestions for improving user engagement with online advertisements
M Trevisiol, G Tolomei, N Barbieri, M Lalmas, PM Sangal, F Silvestri
US Patent 10,755,303, 2020
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models
Z Chen, F Silvestri, J Wang, H Zhu, H Ahn, G Tolomei
Proceedings of the 31st ACM International Conference on Information …, 2022
Adversarial Training of Gradient-Boosted Decision Trees
S Calzavara, C Lucchese, G Tolomei
Proceedings of the 28th ACM International Conference on Information and …, 2019
Promoting positive post-click experience for in-stream yahoo gemini users
M Lalmas, J Lehmann, G Shaked, F Silvestri, G Tolomei
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication
S Calzavara, G Tolomei, M Bugliesi, S Orlando
Proceedings of the 23rd international conference on World wide web, 189-200, 2014
A supervised learning approach to protect client authentication on the web
S Calzavara, G Tolomei, A Casini, M Bugliesi, S Orlando
ACM Transactions on the Web (TWEB) 9 (3), 1-30, 2015
Using clustering to improve the structure of natural language requirements documents
A Ferrari, S Gnesi, G Tolomei
Requirements Engineering: Foundation for Software Quality: 19th …, 2013
Improving europeana search experience using query logs
D Ceccarelli, S Gordea, C Lucchese, FM Nardini, G Tolomei
International Conference on Theory and Practice of Digital Libraries, 384-395, 2011
Turning Federated Learning Systems into Covert Channels
G Costa, F Pinelli, S Soderi, G Tolomei
IEEE Access, 2022
You must have clicked on this ad by mistake! Data-driven identification of accidental clicks on mobile ads with applications to advertiser cost discounting and click-through …
G Tolomei, M Lalmas, A Farahat, A Haines
International Journal of Data Science and Analytics 7 (1), 53-66, 2019
DomoNet: a framework and a prototype for interoperability of domotic middlewares based on XML and Web Services
V Miori, L Tarrini, M Manca
2006 Digest of Technical Papers International Conference on Consumer …, 2006
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations
Z Chen, F Silvestri, J Wang, Y Zhang, Z Huang, H Ahn, G Tolomei
arXiv preprint arXiv:2208.04222, 2022
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