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Gabriele Tolomei
,
Fabrizio Silvestri
(2021).
Generating Actionable Interpretations from Ensembles of Decision Trees
.
IEEE Trans. Knowl. Data Eng.
.
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Gabriele Costa
,
Fabio Pinelli
,
Simone Soderi
,
Gabriele Tolomei
(2021).
Covert Channel Attack to Federated Learning Systems
.
CoRR
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Ana Lucic
,
Maartje ter Hoeve
,
Gabriele Tolomei
,
Maarten de Rijke
,
Fabrizio Silvestri
(2021).
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks
.
CoRR
.
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Stefano Calzavara
,
Claudio Lucchese
,
Gabriele Tolomei
,
Seyum Assefa Abebe
,
Salvatore Orlando
(2020).
Treant: training evasion-aware decision trees
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Data Min. Knowl. Discov.
.
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Stefano Calzavara
,
Mauro Conti
,
Riccardo Focardi
,
Alvise Rabitti
,
Gabriele Tolomei
(2020).
Machine Learning for Web Vulnerability Detection: The Case of Cross-Site Request Forgery
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IEEE Secur. Priv.
.
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Gabriele Tolomei
,
Mounia Lalmas
,
Ayman Farahat
,
Andrew Haines
(2019).
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 rate prediction
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Int. J. Data Sci. Anal.
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Stefano Calzavara
,
Mauro Conti
,
Riccardo Focardi
,
Alvise Rabitti
,
Gabriele Tolomei
(2019).
Mitch: A Machine Learning Approach to the Black-Box Detection of CSRF Vulnerabilities
.
IEEE European Symposium on Security and Privacy, EuroS&P 2019, Stockholm, Sweden, June 17-19, 2019
.
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Stefano Calzavara
,
Claudio Lucchese
,
Gabriele Tolomei
(2019).
Adversarial Training of Gradient-Boosted Decision Trees
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Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019
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Mauro Conti
,
Ankit Gangwal
,
Sarada Prasad Gochhayat
,
Gabriele Tolomei
(2018).
Spot the Difference: Your Bucket is Leaking : A Novel Methodology to Expose A/B Testing Effortlessly
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2018 IEEE Conference on Communications and Network Security, CNS 2018, Beijing, China, May 30 - June 1, 2018
.
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Hidayet Aksu
,
Leonardo Babun
,
Mauro Conti
,
Gabriele Tolomei
,
A. Selcuk Uluagac
(2018).
Advertising in the IoT Era: Vision and Challenges
.
IEEE Commun. Mag.
.
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Gabriele Tolomei
,
Fabrizio Silvestri
,
Andrew Haines
,
Mounia Lalmas
(2017).
Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking
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Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017
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Claudio Lucchese
,
Franco Maria Nardini
,
Salvatore Orlando
,
Gabriele Tolomei
(2016).
Learning to Rank User Queries to Detect Search Tasks
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Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, ICTIR 2016, Newark, DE, USA, September 12- 6, 2016
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Mounia Lalmas
,
Janette Lehmann
,
Guy Shaked
,
Fabrizio Silvestri
,
Gabriele Tolomei
(2015).
Promoting Positive Post-Click Experience for In-Stream Yahoo Gemini Users
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Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015
.
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Stefano Calzavara
,
Gabriele Tolomei
,
Andrea Casini
,
Michele Bugliesi
,
Salvatore Orlando
(2015).
A Supervised Learning Approach to Protect Client Authentication on the Web
.
ACM Trans. Web
.
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Stefano Calzavara
,
Gabriele Tolomei
,
Michele Bugliesi
,
Salvatore Orlando
(2014).
Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication
.
23rd International World Wide Web Conference, WWW ‘14, Seoul, Republic of Korea, April 7-11, 2014
.
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Alessio Ferrari
,
Stefania Gnesi
,
Gabriele Tolomei
(2013).
Using Clustering to Improve the Structure of Natural Language Requirements Documents
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Requirements Engineering: Foundation for Software Quality - 19th International Working Conference, REFSQ 2013, Essen, Germany, April 8-11, 2013. Proceedings
.
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Gabriele Tolomei
,
Salvatore Orlando
,
Diego Ceccarelli
,
Claudio Lucchese
(2013).
Twitter anticipates bursts of requests for Wikipedia articles
.
Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, DUBMOD@CIKM 2013 San Francisco, CA, USA, October 28, 2013
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Federica Giummolè
,
Salvatore Orlando
,
Gabriele Tolomei
(2013).
Trending Topics on Twitter Improve the Prediction of Google Hot Queries
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International Conference on Social Computing, SocialCom 2013, SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013, Washington, DC, USA, 8-14 September, 2013
.
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Salvatore Orlando
,
Francesco Pizzolon
,
Gabriele Tolomei
(2013).
SEED: a framework for extracting social events from press news
.
22nd International World Wide Web Conference, WWW ‘13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume
.
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Claudio Lucchese
,
Salvatore Orlando
,
Raffaele Perego
,
Fabrizio Silvestri
,
Gabriele Tolomei
(2013).
Modeling and predicting the task-by-task behavior of search engine users
.
Open research Areas in Information Retrieval, OAIR 2013, Lisbon, Portugal, May 15-17, 2013
.
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Claudio Lucchese
,
Salvatore Orlando
,
Raffaele Perego
,
Fabrizio Silvestri
,
Gabriele Tolomei
(2013).
Discovering tasks from search engine query logs
.
ACM Trans. Inf. Syst.
.
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DOI
Elia Bruni
,
Alessio Ferrari
,
Norbert Seyff
,
Gabriele Tolomei
(2012).
Automatic Analysis of Multimodal Requirements: A Research Preview
.
Requirements Engineering: Foundation for Software Quality - 18th International Working Conference, REFSQ 2012, Essen, Germany, March 19-22, 2012. Proceedings
.
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Alessio Ferrari
,
Stefania Gnesi
,
Gabriele Tolomei
(2012).
A clustering-based approach for discovering flaws in requirements specifications
.
Proceedings of the ACM Symposium on Applied Computing, SAC 2012, Riva, Trento, Italy, March 26-30, 2012
.
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Diego Ceccarelli
,
Sergiu Gordea
,
Claudio Lucchese
,
Franco Maria Nardini
,
Gabriele Tolomei
(2011).
Improving Europeana Search Experience Using Query Logs
.
Research and Advanced Technology for Digital Libraries - International Conference on Theory and Practice of Digital Libraries, TPDL 2011, Berlin, Germany, September 26-28, 2011. Proceedings
.
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Claudio Lucchese
,
Salvatore Orlando
,
Raffaele Perego
,
Fabrizio Silvestri
,
Gabriele Tolomei
(2011).
Identifying task-based sessions in search engine query logs
.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011
.
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DOI
Diego Ceccarelli
,
Sergiu Gordea
,
Claudio Lucchese
,
Franco Maria Nardini
,
Raffaele Perego
,
Gabriele Tolomei
(2011).
Discovering Europeana Users' Search Behavior
.
ERCIM News
.
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Gabriele Tolomei
,
Salvatore Orlando
,
Fabrizio Silvestri
(2010).
Towards a task-based search and recommender systems
.
Workshops Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA
.
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Claudio Lucchese
,
Salvatore Orlando
,
Raffaele Perego
,
Fabrizio Silvestri
,
Gabriele Tolomei
(2010).
Detecting Task-Based Query Sessions Using Collaborative Knowledge
.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31 - September 3, 2010
.
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Gabriele Tolomei
(2009).
Search the web x.0: mining and recommending web-mediated processes
.
Proceedings of the 2009 ACM Conference on Recommender Systems, RecSys 2009, New York, NY, USA, October 23-25, 2009
.
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Matteo Mordacchini
,
Patrizio Dazzi
,
Gabriele Tolomei
,
Ranieri Baraglia
,
Fabrizio Silvestri
,
Salvatore Orlando
(2009).
Challenges in designing an interest-based distributed aggregation of users in P2P systems
.
Proceedings of the International Conference on Ultra Modern Telecommunications, ICUMT 2009, 12-14 October 2009, St. Petersburg, Russia
.
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Domenico Laforenza
,
Franco Maria Nardini
,
Fabrizio Silvestri
,
Gabriele Tolomei
(2008).
SPRANKER: A Discovery Tool to Rank Service Providers Using Quality of Experience
.
ERCIM News
.
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Vittorio Miori
,
Luca Tarrini
,
Maurizio Manca
,
Gabriele Tolomei
(2006).
An open standard solution for domotic interoperability
.
IEEE Trans. Consumer Electron.
.
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