11573/1627349 - 2022 -
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks Tolomei, Gabriele; Silvestri, Fabrizio - 04b Atto di convegno in volume
conference: The 25th International Conference on Artificial Intelligence and Statistics - AISTATS 2022 (Virtual Conference)
book: The 25th International Conference on Artificial Intelligence and Statistics - ()
11573/1657031 - 2022 -
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks Siciliano, Federico; Bucarelli, Maria Sofia; Tolomei, Gabriele; Silvestri, Fabrizio - 04b Atto di convegno in volume
conference: 2022 International Joint Conference on Neural Networks (IJCNN) (Padova)
book: 2022 International Joint Conference on Neural Networks (IJCNN) - (978-1-7281-8671-9)
11573/1667241 - 2022 -
Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent Silvestri, Fabrizio; Tolomei, Gabriele - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE (Piscataway NJ: IEEE) pp. 1-15 - issn: 2691-4581 - wos: (0) - scopus: 2-s2.0-85144015335 (0)
11573/1667244 - 2022 -
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models Silvestri, Fabrizio; Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 31st ACM International Conference on Information and Knowledge Management, CIKM 2022 (Westin Peachtree Plaza Hotel, usa)
book: International Conference on Information and Knowledge Management, Proceedings - (9781450392365)
11573/1667250 - 2022 -
ISIDE: Proactively Assist University Students at Risk of Dropout Bassetti, Enrico; Panizzi, Emanuele; Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 2022 IEEE International Conference on Big Data (Big Data) (Osaka, Japan)
book: ISIDE: Proactively Assist University Students at Risk of Dropout - (978-1-6654-8045-1)
11573/1667252 - 2022 -
Turning Federated Learning Systems into Covert Channels Tolomei, Gabriele - 01a Articolo in rivista
paper: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 130642-130656 - issn: 2169-3536 - wos: WOS:000902053900001 (0) - scopus: 2-s2.0-85144798187 (0)
11573/1667253 - 2022 -
Editorial: Human-Interpretable Machine Learning Tolomei, Gabriele; Silvestri, Fabrizio - 01m Editorial/Introduzione in rivista
paper: FRONTIERS IN BIG DATA ([Lausanne]: Frontiers Media S.A.) pp. 956625- - issn: 2624-909X - wos: WOS:000820426600001 (0) - scopus: 2-s2.0-85133574079 (0)
11573/1338769 - 2021 -
Generating actionable interpretations from ensembles of decision trees Tolomei, Gabriele; Silvestri, Fabrizio - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1540-1553 - issn: 1041-4347 - wos: WOS:000626617900014 (2) - scopus: 2-s2.0-85102239237 (5)
11573/1382676 - 2020 -
Machine Learning for Web Vulnerability Detection: The Case of Cross-Site Request Forgery Conti, Mauro; Tolomei, Gabriele - 01a Articolo in rivista
paper: IEEE SECURITY & PRIVACY (IEEE Computer Society.) pp. 2-10 - issn: 1540-7993 - wos: WOS:000536229600003 (6) - scopus: 2-s2.0-85078432497 (10)
11573/1648624 - 2020 -
Treant: training evasion-aware decision trees Tolomei, Gabriele - 01a Articolo in rivista
paper: DATA MINING AND KNOWLEDGE DISCOVERY (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. 1390-1420 - issn: 1384-5810 - wos: WOS:000541682700001 (13) - scopus: 2-s2.0-85086857055 (11)
11573/1338755 - 2019 -
Adversarial training of gradient-boosted decision trees Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 28th ACM International Conference on Information and Knowledge Management, CIKM 2019 (Beijing; China)
book: International Conference on Information and Knowledge Management, Proceedings - (9781450369763)
11573/1338785 - 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 Tolomei, Gabriele - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS () pp. 53-66 - issn: 2364-415X - wos: WOS:000590170500004 (7) - scopus: 2-s2.0-85088167456 (10)
11573/1382688 - 2019 -
Mitch: A Machine Learning Approach to the Black-Box Detection of CSRF Vulnerabilities Conti, Mauro; Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 4th IEEE European Symposium on Security and Privacy, EURO S and P 2019 (Stockholm; Sweden)
book: Proceedings of the 4th IEEE European Symposium on Security and Privacy - (978-172811147-6)
11573/1382660 - 2018 -
Spot the difference: your bucket is leaking. A novel methodology to expose A/B testing effortlessly Conti, Mauro; Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 6th IEEE Conference on Communications and Network Security, CNS 2018 (Beijing; China)
book: 2018 IEEE Conference on Communications and Network Security (CNS) - ()
11573/1382672 - 2018 -
Advertising in the IoT era: vision and challenges Conti, Mauro; Tolomei, Gabriele - 01a Articolo in rivista
paper: IEEE COMMUNICATIONS MAGAZINE (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 138-144 - issn: 0163-6804 - wos: WOS:000450603000021 (32) - scopus: 2-s2.0-85048327185 (55)
11573/1382706 - 2017 -
Interpretable predictions of tree-based ensembles via actionable feature tweaking Tolomei, Gabriele; Silvestri, Fabrizio - 04b Atto di convegno in volume
conference: 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2017 (Halifax; Canada)
book: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - (9781450348874)
11573/1382655 - 2016 -
Learning to rank user queries to detect search tasks Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 2016 ACM International Conference on the Theory of Information Retrieval (ICTIR '16) (Newark; United States)
book: Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval (ICTIR '16) - (978-1-4503-4497-5)
11573/1382659 - 2015 -
A supervised learning approach to protect client authentication on the web Tolomei, Gabriele; Orlando, Salvatore - 01a Articolo in rivista
paper: ACM TRANSACTIONS ON THE WEB (New York, N.Y. : Association for Computing Machinery) pp. 1-30 - issn: 1559-1131 - wos: WOS:000356726300005 (14) - scopus: 2-s2.0-84932631843 (20)
11573/1382664 - 2015 -
Promoting positive post-click experience for in-stream yahoo gemini users Silvestri, Fabrizio; Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '15) (Sydney, NSW; Australia)
book: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '15) - (978-1-4503-3664-2)
11573/1382685 - 2014 -
Quite a mess in my cookie jar! Leveraging machine learning to protect web authentication Tolomei, Gabriele; Orlando, Salvatore - 04b Atto di convegno in volume
conference: 23rd International Conference on World Wide Web, WWW 2014 (Seoul; South Korea)
book: Proceedings of the 23rd international conference on World wide web - WWW '14 - (9781450327442)
11573/1338715 - 2013 -
Using clustering to improve the structure of natural language requirements documents Tolomei, Gabriele - 04b Atto di convegno in volume
conference: International Working Conference on Requirements Engineering: Foundation for Software Quality (Essen; Germany)
book: Requirements engineering: foundation for software quality - ()
11573/1382653 - 2013 -
Mining lifecycle event logs for enhancing service-based applications Silvestri, Fabrizio; Tolomei, Gabriele - 02a Capitolo o Articolo
book: Adaptive Web Services for Modular and Reusable Software Development: Tactics and Solution - ()
11573/1382663 - 2013 -
A study on microblog and search engine user behaviors: how twitter trending topics help predict google hot queries Orlando, Salvatore; Tolomei, Gabriele - 01a Articolo in rivista
paper: HUMAN (USa: Academy of Science and Engineering (ASE)) pp. 195-209 - issn: - wos: (0) - scopus: (0)
11573/1382673 - 2013 -
Modeling and Predicting the Task-by-task Behavior of Search Engine Users Silvestri, Fabrizio; Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 10th Conference on Open Research Areas in Information Retrieval (Lisbon, Portugal)
book: Proceedings of the 10th Conference on Open Research Areas in Information Retrieval - (9782905450098)
11573/1382680 - 2013 -
Discovering tasks from search engine query logs Silvestri, Fabrizio; Tolomei, Gabriele - 01a Articolo in rivista
paper: ACM TRANSACTIONS ON INFORMATION SYSTEMS (ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318) pp. 1-43 - issn: 1046-8188 - wos: WOS:000322829900004 (30) - scopus: 2-s2.0-84894573532 (42)
11573/1382692 - 2013 -
Twitter anticipates bursts of requests for Wikipedia articles Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 2103 workshop on Data-driven user behavioral modelling and mining from social media - DUBMOD '13 (San Francisco, CA, USA)
book: Proceedings of the 2103 workshop on Data-driven user behavioral modelling and mining from social media - DUBMOD '13 - (9781450324175)
11573/1382700 - 2013 -
SEED: A Framework for Extracting Social Events from Press News Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 2nd Int.l Workshop on Web of Linked Entities (WOLE 2013) (Rio de Janeiro, Brazil)
book: Proceedings of the 22nd International Conference on World Wide Web Companion - WWW '13 Companion - (9781450320382)
11573/1382702 - 2013 -
Trending Topics on Twitter Improve the Prediction of Google Hot Queries Tolomei, Gabriele - 04b Atto di convegno in volume
conference: SocialCom2013 (Washington, DC, USA)
book: 2013 ASE/IEEE Int.l Conference on Social Computing - (9780769551371)
11573/1382669 - 2012 -
Automatic analysis of multimodal requirements: a research preview Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 18th Working Conference on Requirements Engineering: Foundation for Software Quality, REFSQ 2012 (Essen; Germany)
book: Requirements engineering: foundation for software quality - (978-364228713-8)
11573/1382677 - 2012 -
A clustering-based approach for discovering flaws in requirements specifications Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 27th Annual ACM Symposium on Applied Computing, SAC 2012 (Trento; Italy)
book: Proceedings of the ACM symposium on applied computing - (978-1-4503-0857-1)
11573/1382654 - 2011 -
Discovering Europeana Users' Search Behavior Tolomei, Gabriele - 01a Articolo in rivista
paper: ERCIM NEWS (Le Chesnay: ERCIM.) pp. - - issn: 0926-4981 - wos: (0) - scopus: (0)
11573/1382696 - 2011 -
Improving Europeana search experience using query logs Tolomei, Gabriele - 04b Atto di convegno in volume
conference: International Conference on Theory and Practice of Digital Libraries, TPDL 2011 (Berlin; Germany)
book: Research and Advanced Technology for Digital Libraries - (978-364224468-1)
11573/1382704 - 2011 -
Identifying task-based sessions in search engine query logs Silvestri, Fabrizio; Tolomei, Gabriele - 04b Atto di convegno in volume
conference: Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011 (Hong Kong, China)
book: Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011 - (9781450304931)
11573/1382690 - 2010 -
Detecting task-based query sessions using collaborative knowledge Silvestri, Fabrizio; Tolomei, Gabriele - 04b Atto di convegno in volume
conference: 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) (Toronto, ON; Canada)
book: 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 (WI/IAT 2010) - (978-0-7695-4191-4)
11573/1382694 - 2010 -
Towards a task-based search and recommender systems Tolomei, Gabriele; Silvestri, Fabrizio - 04b Atto di convegno in volume
conference: 2010 IEEE 26th International Conference on Data Engineering Workshops, ICDEW 2010 (Long Beach, CA; United States)
book: Proceedings - International Conference on Data Engineering - (978-1-4244-6523-1)
11573/1382681 - 2009 -
Search the web x.0: mining and recommending web-mediated processes Tolomei, Gabriele - 04b Atto di convegno in volume
conference: ACM Conference on Recommender Systems (RecSys 2009) (New York City, NY (USA))
book: Proceedings of the 2009 ACM Conference on Recommender Systems,RecSys 2009, New York, NY, USA, October 23-25, 2009 - (978-1-60558-435-5)
11573/1382698 - 2009 -
Challenges in designing an interest-based distributed aggregation of users in P2P systems Tolomei, Gabriele; Silvestri, Fabrizio - 04b Atto di convegno in volume
conference: Proceedings of the IEEE International Conference on Ultra Modern Telecommunications, ICUMT 2009 ()
book: Proceedings of the IEEE International Conference on Ultra Modern Telecommunications, ICUMT 2009, 12-14 October 2009, St. Petersburg, Russia - ()
11573/1382684 - 2008 -
SPRANKER: A Discovery Tool to Rank Service Providers Using Quality of Experience Silvestri, Fabrizio; Tolomei, Gabriele - 01a Articolo in rivista
paper: ERCIM NEWS (Le Chesnay: ERCIM.) pp. - - issn: 0926-4981 - wos: (0) - scopus: (0)
11573/1382668 - 2006 -
An open standard solution for domotic interoperability Tolomei, Gabriele - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 97-103 - issn: 0098-3063 - wos: WOS:000235946200016 (46) - scopus: 2-s2.0-33644994831 (71)
11573/1382708 - 2006 -
DomoNet: a framework and a prototype for interoperability of domotic middlewares based on XML and Web Services Tolomei, Gabriele - 04b Atto di convegno in volume
conference: IEEE - International Conference on Consumer Electronics (Las Vegas, NV (U.S.A.))
book: Proceedings of the International Conference on Consumer Electronics - IEEE - (0-7803-9459-3)