Остановите войну!
for scientists:
default search action
Claudio Lucchese
- > Home > Persons > Claudio Lucchese
Publications
- 2023
- [j33]Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Early Exit Strategies for Learning-to-Rank Cascades. IEEE Access 11: 126691-126704 (2023) - [c101]Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando:
LambdaRank Gradients are Incoherent. CIKM 2023: 1777-1786 - [c100]Claudio Lucchese, Giorgia Minello, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri:
Can Embeddings Analysis Explain Large Language Model Ranking? CIKM 2023: 4150-4154 - [c99]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Alberto Veneri:
GAM Forest Explanation. EDBT 2023: 171-182 - [c98]Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
Does LambdaMART Do What You Expect? IIR 2023: 72 - [c97]Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
On the Effect of Low-Ranked Documents: A New Sampling Function for Selective Gradient Boosting. SAC 2023: 646-652 - [c96]Salvatore Orlando, Gabriella Pasi, Sebastian Bruch, Claudio Lucchese, Xiaohui Tao:
Preface WI-IAT 2023. WI/IAT 2023: xviii-xxi - 2022
- [j30]Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
Beyond robustness: Resilience verification of tree-based classifiers. Comput. Secur. 121: 102843 (2022) - [c95]Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando:
Filtering out Outliers in Learning to Rank. ICTIR 2022: 214-222 - [c94]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri:
Interpretable Ranking Using LambdaMART (Abstract). IIR 2022 - [c93]Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando:
SOUR an Outliers Detection Algorithm in Learning to Rank (Abstract). IIR 2022 - [c92]Seyum Assefa Abebe, Claudio Lucchese, Salvatore Orlando:
EiFFFeL: enforcing fairness in forests by flipping leaves. SAC 2022: 429-436 - [c90]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri:
ILMART: Interpretable Ranking with Constrained LambdaMART. SIGIR 2022: 2255-2259 - [i20]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri:
ILMART: Interpretable Ranking with Constrained LambdaMART. CoRR abs/2206.00473 (2022) - 2021
- [j28]Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
Feature partitioning for robust tree ensembles and their certification in adversarial scenarios. EURASIP J. Inf. Secur. 2021(1): 12 (2021) - [c87]Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Learning Early Exit Strategies for Additive Ranking Ensembles. SIGIR 2021: 2217-2221 - [i17]Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Learning Early Exit Strategies for Additive Ranking Ensembles. CoRR abs/2105.02568 (2021) - [i16]Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
Beyond Robustness: Resilience Verification of Tree-Based Classifiers. CoRR abs/2112.02705 (2021) - [i15]Seyum Assefa Abebe, Claudio Lucchese, Salvatore Orlando:
EiFFFeL: Enforcing Fairness in Forests by Flipping Leaves. CoRR abs/2112.14435 (2021) - 2020
- [j27]Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando:
Treant: training evasion-aware decision trees. Data Min. Knowl. Discov. 34(5): 1390-1420 (2020) - [c84]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Query-level Early Exit for Additive Learning-to-Rank Ensembles. SIGIR 2020: 2033-2036 - [i14]Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios. CoRR abs/2004.03295 (2020) - [i13]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Query-level Early Exit for Additive Learning-to-Rank Ensembles. CoRR abs/2004.14641 (2020) - 2019
- [j24]Francesco Lettich, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini:
Parallel Traversal of Large Ensembles of Decision Trees. IEEE Trans. Parallel Distributed Syst. 30(9): 2075-2089 (2019) - [i11]Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando:
Treant: Training Evasion-Aware Decision Trees. CoRR abs/1907.01197 (2019) - 2018
- [j23]Salvatore Trani, Claudio Lucchese, Raffaele Perego, David E. Losada, Diego Ceccarelli, Salvatore Orlando:
SEL: A unified algorithm for salient entity linking. Comput. Intell. 34(1): 2-29 (2018) - [j22]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani:
X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees. ACM Trans. Intell. Syst. Technol. 9(6): 62:1-62:26 (2018) - [c79]Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Orlando, Salvatore Trani:
Selective Gradient Boosting for Effective Learning to Rank. SIGIR 2018: 155-164 - [c78]Mauro Coletto, Claudio Lucchese, Salvatore Orlando:
Do Violent People Smile: Social Media Analysis of their Profile Pictures. WWW (Companion Volume) 2018: 1465-1468 - 2017
- [c72]Francesco Lettich, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini:
Multicore/Manycore Parallel Traversal of Large Forests of Regression Trees. HPCS 2017: 915 - [c71]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini:
QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees. ECML/PKDD (3) 2017: 383-387 - [c68]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
X-DART: Blending Dropout and Pruning for Efficient Learning to Rank. SIGIR 2017: 1077-1080 - 2016
- [j16]Gabriele Capannini, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto:
Quality versus efficiency in document scoring with learning-to-rank models. Inf. Process. Manag. 52(6): 1161-1177 (2016) - [j15]Domenico Dato, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini:
Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees. ACM Trans. Inf. Syst. 35(2): 15:1-15:31 (2016) - [c65]Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Evaluating Top-K Approximate Patterns via Text Clustering. DaWaK 2016: 114-127 - [c64]Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
SEL: A Unified Algorithm for Entity Linking and Saliency Detection. DocEng 2016: 85-94 - [c62]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Gabriele Tolomei:
Learning to Rank User Queries to Detect Search Tasks. ICTIR 2016: 157-166 - [c59]Francesco Lettich, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini:
GPU-based Parallelization of QuickScorer to Speed-up Document Ranking with Tree Ensembles. IIR 2016 - [c58]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani:
Post-Learning Optimization of Tree Ensembles. IIR 2016 - [c57]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini:
Speeding-up Document Scoring with Tree Ensembles using CPU SIMD Extensions. IIR 2016 - [c56]Domenico Dato, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini:
Ranking Documents Effciently with QuickScorer. SEBD 2016: 166-173 - [c55]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini:
Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles. SIGIR 2016: 833-836 - [c54]Mauro Coletto, Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Polarized User and Topic Tracking in Twitter. SIGIR 2016: 945-948 - [c53]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani:
Post-Learning Optimization of Tree Ensembles for Efficient Ranking. SIGIR 2016: 949-952 - [i6]Mauro Coletto, Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Polarized User and Topic Tracking in Twitter. CoRR abs/1610.08686 (2016) - [i4]Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Salvatore Orlando, Rossano Venturini:
Fast Traversal of Large Ensembles of Regression Trees. ERCIM News 2016(107) (2016) - 2015
- [c52]Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Supervised Evaluation of Top-k Itemset Mining Algorithms. DaWaK 2015: 82-94 - [c51]Gabriele Capannini, Domenico Dato, Claudio Lucchese, Monica Mori, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto:
QuickRank: a C++ Suite of Learning to Rank Algorithms. IIR 2015 - [c50]Mauro Coletto, Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Electoral Predictions with Twitter: A Machine-Learning approach. IIR 2015 - [c47]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini:
QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees. SIGIR 2015: 73-82 - [c46]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto:
Speeding up Document Ranking with Rank-based Features. SIGIR 2015: 895-898 - 2014
- [j13]Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
A Unifying Framework for Mining Approximate Top- \(k\) Binary Patterns. IEEE Trans. Knowl. Data Eng. 26(12): 2900-2913 (2014) - [c45]Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Manual Annotation of Semi-Structured Documents for Entity-Linking. CIKM 2014: 2075-2077 - [c44]Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Dexter 2.0 - an Open Source Tool for Semantically Enriching Data. ISWC (Posters & Demos) 2014: 417-420 - 2013
- [j12]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Discovering tasks from search engine query logs. ACM Trans. Inf. Syst. 31(3): 14 (2013) - [c43]Gabriele Tolomei, Salvatore Orlando, Diego Ceccarelli, Claudio Lucchese:
Twitter anticipates bursts of requests for Wikipedia articles. DUBMOD@CIKM 2013: 5-8 - [c42]Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Dexter: an open source framework for entity linking. ESAIR 2013: 17-20 - [c41]Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Learning relatedness measures for entity linking. CIKM 2013: 139-148 - [c39]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Modeling and predicting the task-by-task behavior of search engine users. OAIR 2013: 77-84 - 2012
- [j11]Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti:
Similarity caching in large-scale image retrieval. Inf. Process. Manag. 48(5): 803-818 (2012) - 2011
- [c33]Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri:
Caching query-biased snippets for efficient retrieval. EDBT 2011: 93-104 - [c29]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Identifying task-based sessions in search engine query logs. WSDM 2011: 277-286 - 2010
- [j10]Claudio Lucchese, Carlo Mastroianni, Salvatore Orlando, Domenico Talia:
Mining@home: toward a public-resource computing framework for distributed data mining. Concurr. Comput. Pract. Exp. 22(5): 658-682 (2010) - [c28]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Detecting Task-Based Query Sessions Using Collaborative Knowledge. Web Intelligence/IAT Workshops 2010: 128-131 - [c26]Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
A generative pattern model for mining binary datasets. SAC 2010: 1109-1110 - [c25]Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Mining Top-K Patterns from Binary Datasets in Presence of Noise. SDM 2010: 165-176 - 2009
- [j6]Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti:
A constraint-based querying system for exploratory pattern discovery. Inf. Syst. 34(1): 3-27 (2009) - [c23]Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti:
Caching content-based queries for robust and efficient image retrieval. EDBT 2009: 780-790 - [c21]Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti:
Caching Algorithms for Similarity Search. SEBD 2009: 145-152 - 2008
- [c20]Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti:
A metric cache for similarity search. LSDS-IR 2008: 43-50 - [c17]Fabrizio Silvestri, Ranieri Baraglia, Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
(Query) History Teaches Everything, Including the Future. LA-WEB 2008: 12-22 - 2007
- [c14]Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Parallel Mining of Frequent Closed Patterns: Harnessing Modern Computer Architectures. ICDM 2007: 242-251 - [c13]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri:
Mining query logs to optimize index partitioning in parallel web search engines. Infoscale 2007: 43 - 2006
- [j1]Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Fast and Memory Efficient Mining of Frequent Closed Itemsets. IEEE Trans. Knowl. Data Eng. 18(1): 21-36 (2006) - [c12]Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti:
ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery. ICDE 2006: 159 - [c11]Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti:
On Interactive Pattern Mining from Relational Databases. KDID 2006: 42-62 - [c10]Ranieri Baraglia, Claudio Lucchese, Salvatore Orlando, Massimo Serranó, Fabrizio Silvestri:
A privacy preserving web recommender system. SAC 2006: 559-563 - [c9]Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Mining frequent closed itemsets out-of-core. SDM 2006: 419-429 - [c8]Claudio Lucchese, Francesco Bonchi, Fosca Giannotti, Salvatore Orlando, Raffaele Perego, Roberto Trasarti:
On Interactive Pattern Mining from Relational Databases. SEBD 2006: 329-338 - 2005
- [c7]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Claudio Silvestri:
Mining Frequent Closed Itemsets from Distributed Repositories. Knowledge and Data Management in GRIDs 2005: 221-234 - 2004
- [c5]Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
DCI Closed: A Fast and Memory Efficient Algorithm to Mine Frequent Closed Itemsets. FIMI 2004 - [c4]Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
kDCI: on using direct count up to the third iteration. FIMI 2004 - [c3]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri:
WebDocs: a real-life huge transactional dataset. FIMI 2004 - 2003
- [c1]Salvatore Orlando, Claudio Lucchese, Paolo Palmerini, Raffaele Perego, Fabrizio Silvestri:
kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets. FIMI 2003
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-01-10 20:40 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint