Claudio Lucchese

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Raffaele PeregoResearch Director, ISTI-CNRVerified email at isti.cnr.it
Salvatore OrlandoProfessor of Computer Science, Università Ca' Foscari Venezia, ItalyVerified email at unive.it
Franco Maria NardiniSenior Researcher @ ISTI-CNR, Pisa, ItalyVerified email at isti.cnr.it
Fabrizio SilvestriSapienza, University of RomeVerified email at uniroma1.it
Salvatore TraniResearcher, ISTI-CNRVerified email at isti.cnr.it
Diego CeccarelliBloombergVerified email at bloomberg.net
Fabrizio FalchiSenior Researcher at ISTI-CNR, PisaVerified email at isti.cnr.it
Nicola TonellottoAssociate Professor, University of PisaVerified email at unipi.it
Rossano VenturiniAssociate Professor, Dept. of Computer Science, University of PisaVerified email at unipi.it
Fausto RabittiIsti-CNR, Pisa, ItalyVerified email at isti.cnr.it
Gabriele TolomeiAssociate Professor of Computer Science at Sapienza University of RomeVerified email at di.uniroma1.it
Mauro ColettoFerrari S.p.AVerified email at unive.it
Francesco BonchiResearch Director at CentaiVerified email at centai.eu
Gianmarco De Francisci MoralesPrincipal Researcher, CENTAIVerified email at acm.org
Andrea EsuliIstituto di Scienza e Tecnologie dell'Informazione - Consiglio Nazionale delle Ricerche (ISTI-CNR)Verified email at isti.cnr.it
Aristides GionisKTH Royal Institute of Technology, and Aalto UniversityVerified email at kth.se
Ranieri BaragliaISTI - CNRVerified email at isti.cnr.it
Cristina Ioana MunteanHPC Lab, ISTI-CNR, PisaVerified email at isti.cnr.it
Michalis VlachosUniversity of Lausanne, Professor of Information Systems, HEC, Faculty of Business and EconomicsVerified email at unil.ch
Paolo BolettieriIstituto di Scienza e Tecnologie dell'Informazione "A. Faedo" - Consiglio Nazionale delle RicercheVerified email at isti.cnr.it

Claudio Lucchese

Full Professor, Ca' Foscari University of Venice

Verified email at unive.it - Homepage

Data Mining Information Retrieval Explainable AI


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Fast and memory efficient mining of frequent closed itemsets C Lucchese, S Orlando, R Perego IEEE Transactions on Knowledge and Data Engineering 18 (1), 21-36, 2005	308	2005
From chatter to headlines: harnessing the real-time web for personalized news recommendation G De Francisci Morales, A Gionis, C Lucchese Proceedings of the fifth ACM international conference on Web search and data …, 2012	195	2012
CoPhIR: a test collection for content-based image retrieval P Bolettieri, A Esuli, F Falchi, C Lucchese, R Perego, T Piccioli, F Rabitti Arxiv preprint arXiv:0905.4627, 2009	181	2009
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
Building a web-scale image similarity search system M Batko, F Falchi, C Lucchese, D Novak, R Perego, F Rabitti, ... Multimedia Tools and Applications 47, 599-629, 2010	137	2010
Document similarity self-join with mapreduce R Baraglia, GDF Morales, C Lucchese 2010 IEEE International Conference on data mining, 731-736, 2010	130	2010
On closed constrained frequent pattern mining F Bonchi, C Lucchese Fourth IEEE International Conference on Data Mining (ICDM'04), 35-42, 2004	121	2004
Learning relatedness measures for entity linking D Ceccarelli, C Lucchese, S Orlando, R Perego, S Trani Proceedings of the 22nd ACM international conference on Information …, 2013	117	2013
Direct local pattern sampling by efficient two-step random procedures M Boley, C Lucchese, D Paurat, T Gärtner Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	109	2011
Extending the state-of-the-art of constraint-based pattern discovery F Bonchi, C Lucchese Data & Knowledge Engineering 60 (2), 377-399, 2007	105	2007
Pushing tougher constraints in frequent pattern mining F Bonchi, C Lucchese Advances in Knowledge Discovery and Data Mining: 9th Pacific-Asia Conference …, 2005	102	2005
Dexter: an open source framework for entity linking D Ceccarelli, C Lucchese, S Orlando, R Perego, S Trani Proceedings of the sixth international workshop on Exploiting semantic …, 2013	98	2013
kDCI: A multi-strategy algorithm for mining frequent sets C Lucchese, S Orlando, P Palmerini, R Perego, F Silvestri Proceedings of the IEEE ICDM Workshop on Frequent Itemset Mining …, 2003	94*	2003
DCI Closed: A Fast and Memory Efficient Algorithm to Mine Frequent Closed Itemsets. C Lucchese, S Orlando, R Perego Fimi, 2004	91	2004
Fast ranking with additive ensembles of oblivious and non-oblivious regression trees D Dato, C Lucchese, FM Nardini, S Orlando, R Perego, N Tonellotto, ... ACM Transactions on Information Systems (TOIS) 35 (2), 1-31, 2016	90	2016
Quickscorer: A fast algorithm to rank documents with additive ensembles of regression trees C Lucchese, FM Nardini, S Orlando, R Perego, N Tonellotto, R Venturini Proceedings of the 38th International ACM SIGIR Conference on Research and …, 2015	79	2015
A unifying framework for mining approximate top-k binary patterns C Lucchese, S Orlando, R Perego Transactions on Knowledge and Data Engineering 26 (12), 2900-2913, 2014	77	2014
Mining Top-K Patterns from Binary Datasets in presence of Noise C Lucchese, S Orlando, R Perego SDM '10: SIAM International Conference on Data Mining, 2010	77	2010
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
WebDocs: a real-life huge transactional dataset. C Lucchese, S Orlando, R Perego, F Silvestri FIMI 126, 2004	67	2004

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