| 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 | 191 | 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 | 178 | 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 | 134 | 2018 |
| 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 | 125 | 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 | 68 | 2013 |
| 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 | 65 | 2022 |
| 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 | 41 | 2019 |
| 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 | 39 | 2014 |
| 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 | 37 | 2015 |
| 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 | 35 | 2015 |
| 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 | 34 | 2020 |
| 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 | 34 | 2020 |
| Adversarial Training of Gradient-Boosted Decision Trees S Calzavara, C Lucchese, G Tolomei Proceedings of the 28th ACM International Conference on Information and …, 2019 | 30 | 2019 |
| 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 | 29 | 2013 |
| Improving europeana search experience using query logs D Ceccarelli, S Gordea, C Lucchese, FM Nardini, G Tolomei Research and Advanced Technology for Digital Libraries: International …, 2011 | 28 | 2011 |
| 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 | 23 | 2006 |
| Challenges in designing an interest-based distributed aggregation of users in p2p systems M Mordacchini, P Dazzi, G Tolomei, R Baraglia, F Silvestri, S Orlando 2009 International Conference on Ultra Modern Telecommunications & Workshops …, 2009 | 21 | 2009 |
| 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 | 19 | 2019 |
| Machine Learning for Web Vulnerability Detection: The Case of Cross-Site Request Forgery S Calzavara, M Conti, R Focardi, A Rabitti, G Tolomei IEEE Security & Privacy 18 (3), 8-16, 2020 | 16 | 2020 |
| Trending topics on Twitter improve the prediction of Google hot queries F Giummolè, S Orlando, G Tolomei 2013 International Conference on Social Computing, 39-44, 2013 | 16 | 2013 |
Fabrizio SilvestriSapienza, University of RomeVerified email at uniroma1.it
