Salvatore Orlando

ORCID

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 52

Top Venues

Publications

Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Early Exit Strategies for Learning-to-Rank Cascades. IEEE Access 11 (2023)
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
LambdaRank Gradients are Incoherent. CIKM (2023)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Alberto Veneri
GAM Forest Explanation. EDBT (2023)
Salvatore Orlando, Gabriella Pasi, Sebastian Bruch, Claudio Lucchese, Xiaohui Tao
Preface WI-IAT 2023. WI/IAT (2023)
Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
Does LambdaMART Do What You Expect? IIR (2023)
Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
On the Effect of Low-Ranked Documents: A New Sampling Function for Selective Gradient Boosting. SAC (2023)
Claudio Lucchese, Giorgia Minello, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
Can Embeddings Analysis Explain Large Language Model Ranking? CIKM (2023)
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
Filtering out Outliers in Learning to Rank. ICTIR (2022)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
ILMART: Interpretable Ranking with Constrained LambdaMART. CoRR (2022)
Seyum Assefa Abebe, Claudio Lucchese, Salvatore Orlando
EiFFFeL: enforcing fairness in forests by flipping leaves. SAC (2022)
Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
Beyond robustness: Resilience verification of tree-based classifiers. Comput. Secur. 121 (2022)
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
SOUR an Outliers Detection Algorithm in Learning to Rank (Abstract). IIR (2022)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
Interpretable Ranking Using LambdaMART (Abstract). IIR (2022)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
ILMART: Interpretable Ranking with Constrained LambdaMART. SIGIR (2022)
Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
Beyond Robustness: Resilience Verification of Tree-Based Classifiers. CoRR (2021)
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Learning Early Exit Strategies for Additive Ranking Ensembles. SIGIR (2021)
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Learning Early Exit Strategies for Additive Ranking Ensembles. CoRR (2021)
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) (2021)
Seyum Assefa Abebe, Claudio Lucchese, Salvatore Orlando
EiFFFeL: Enforcing Fairness in Forests by Flipping Leaves. CoRR (2021)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Query-level Early Exit for Additive Learning-to-Rank Ensembles. SIGIR (2020)
Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios. CoRR (2020)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Query-level Early Exit for Additive Learning-to-Rank Ensembles. CoRR (2020)
Mohsen Pourvali, Salvatore Orlando
Enriching Documents by Linking Salient Entities and Lexical-Semantic Expansion. J. Intell. Syst. 29 (1) (2020)
Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando
Treant: training evasion-aware decision trees. Data Min. Knowl. Discov. 34 (5) (2020)
Bruno Quintavalle, Salvatore Orlando
SPARQL/T A query language with SPARQL's syntax for semantic mining of textual complaints. IIR (2019)
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) (2019)
Mohsen Pourvali, Salvatore Orlando, Hosna Omidvarborna
Topic Models and Fusion Methods: a Union to Improve Text Clustering and Cluster Labeling. Int. J. Interact. Multim. Artif. Intell. 5 (4) (2019)
Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando
Treant: Training Evasion-Aware Decision Trees. CoRR (2019)
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) (2018)
Mauro Coletto, Claudio Lucchese, Salvatore Orlando
Do Violent People Smile: Social Media Analysis of their Profile Pictures. WWW (Companion Volume) (2018)
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) (2018)
Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Orlando, Salvatore Trani
Selective Gradient Boosting for Effective Learning to Rank. SIGIR (2018)
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)
Francesco Lettich, Salvatore Orlando, Claudio Silvestri, Christian S. Jensen
Manycore GPU processing of repeated range queries over streams of moving objects observations. Concurr. Comput. Pract. Exp. 29 (4) (2017)
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)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
X-DART: Blending Dropout and Pruning for Efficient Learning to Rank. SIGIR (2017)
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)
Cleilton L. Rocha, Igo Ramalho Brilhante, Francesco Lettich, José Antônio Fernandes de Macêdo, Alessandra Raffaetà, Rossana M. de Castro Andrade, Salvatore Orlando
TPRED: a Spatio-Temporal Location Predictor Framework. IDEAS (2016)
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) (2016)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
Post-Learning Optimization of Tree Ensembles. IIR (2016)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
Post-Learning Optimization of Tree Ensembles for Efficient Ranking. SIGIR (2016)
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) (2016)
Mauro Coletto, Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Polarized User and Topic Tracking in Twitter. CoRR (2016)
Mauro Coletto, Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Polarized User and Topic Tracking in Twitter. SIGIR (2016)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Gabriele Tolomei
Learning to Rank User Queries to Detect Search Tasks. ICTIR (2016)
Francesco Lettich, Luis Otávio Alvares, Vania Bogorny, Salvatore Orlando, Alessandra Raffaetà, Claudio Silvestri
Detecting avoidance behaviors between moving object trajectories. Data Knowl. Eng. 102 (2016)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Evaluating Top-K Approximate Patterns via Text Clustering. DaWaK (2016)
Domenico Dato, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
Ranking Documents Effciently with QuickScorer. SEBD (2016)
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)
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)
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)
Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego
SEL: A Unified Algorithm for Entity Linking and Saliency Detection. DocEng (2016)
Claudio Silvestri, Francesco Lettich, Salvatore Orlando, Christian S. Jensen
A wait-free output data structure for GPU-based streaming query processing. SEBD (2015)
Claudio Silvestri, Francesco Cagnin, Francesco Lettich, Salvatore Orlando, Monica Wachowicz
Mining condensed spatial co-location patterns. MobiGIS (2015)
Mohsen Pourvali, Salvatore Orlando, Mehrad Gharagozloo
Improving Clustering Quality by Automatic Text Summarization. AIRS (2015)
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)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto
Speeding up Document Ranking with Rank-based Features. SIGIR (2015)
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)
Mauro Coletto, Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Electoral Predictions with Twitter: A Machine-Learning approach. IIR (2015)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Supervised Evaluation of Top-k Itemset Mining Algorithms. DaWaK (2015)
Francesco Lettich, Salvatore Orlando, Claudio Silvestri
Processing streams of spatial k-NN queries and position updates on manycore GPUs. SIGSPATIAL/GIS (2015)
Stefano Calzavara, Gabriele Tolomei, Andrea Casini, Michele Bugliesi, Salvatore Orlando
A Supervised Learning Approach to Protect Client Authentication on the Web. ACM Trans. Web 9 (3) (2015)
Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Manual Annotation of Semi-Structured Documents for Entity-Linking. CIKM (2014)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego
A Unifying Framework for Mining Approximate Top- \(k\) Binary Patterns. IEEE Trans. Knowl. Data Eng. 26 (12) (2014)
Francesco Lettich, Salvatore Orlando, Claudio Silvestri
Manycore processing of repeated k-NN queries over massive moving objects observations. CoRR (2014)
Stefano Calzavara, Gabriele Tolomei, Michele Bugliesi, Salvatore Orlando
Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication. WWW (2014)
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)
Francesco Lettich, Salvatore Orlando, Claudio Silvestri, Christian S. Jensen
Manycore processing of repeated range queries over massive moving objects observations. CoRR (2014)
Luca Leonardi, Salvatore Orlando, Alessandra Raffaetà, Alessandro Roncato, Claudio Silvestri, Gennady L. Andrienko, Natalia V. Andrienko
A general framework for trajectory data warehousing and visual OLAP. GeoInformatica 18 (2) (2014)
Claudio Silvestri, Francesco Lettich, Salvatore Orlando, Christian S. Jensen
GPU-Based Computing of Repeated Range Queries over Moving Objects. PDP (2014)
Gabriele Tolomei, Salvatore Orlando, Diego Ceccarelli, Claudio Lucchese
Twitter anticipates bursts of requests for Wikipedia articles. DUBMOD@CIKM (2013)
Federica Giummolè, Salvatore Orlando, Gabriele Tolomei
Trending Topics on Twitter Improve the Prediction of Google Hot Queries. SocialCom (2013)
Salvatore Orlando, Francesco Pizzolon, Gabriele Tolomei
SEED: a framework for extracting social events from press news. WWW (Companion Volume) (2013)
Daniele Broccolo, Craig Macdonald, Salvatore Orlando, Iadh Ounis, Raffaele Perego, Fabrizio Silvestri, Nicola Tonellotto
Query Processing in Highly-Loaded Search Engines. SPIRE (2013)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
Modeling and predicting the task-by-task behavior of search engine users. OAIR (2013)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
Discovering tasks from search engine query logs. ACM Trans. Inf. Syst. 31 (3) (2013)
Daniele Broccolo, Craig Macdonald, Salvatore Orlando, Iadh Ounis, Raffaele Perego, Fabrizio Silvestri, Nicola Tonellotto
Load-sensitive selective pruning for distributed search. CIKM (2013)
Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Dexter: an open source framework for entity linking. ESAIR (2013)
Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Learning relatedness measures for entity linking. CIKM (2013)
Claudio Silvestri, Salvatore Orlando
gpuDCI: Exploiting GPUs in Frequent Itemset Mining. PDP (2012)
Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti
Similarity caching in large-scale image retrieval. Inf. Process. Manag. 48 (5) (2012)
Andrea Triossi, Salvatore Orlando, Alessandra Raffaetà, Thom W. Frühwirth
Compiling CHR to parallel hardware. PPDP (2012)
Alessandra Raffaetà, Luca Leonardi, Gerasimos Marketos, Gennady L. Andrienko, Natalia V. Andrienko, Elias Frentzos, Nikos Giatrakos, Salvatore Orlando, Nikos Pelekis, Alessandro Roncato, Claudio Silvestri
Visual Mobility Analysis using T-Warehouse. Int. J. Data Warehous. Min. 7 (1) (2011)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
Identifying task-based sessions in search engine query logs. WSDM (2011)
Salvatore Orlando, Gabriel Antoniu, Amol Ghoting, María S. Pérez-Hernández
Introduction. Euro-Par (1) (2011)
Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri
Caching query-biased snippets for efficient retrieval. EDBT (2011)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
Detecting Task-Based Query Sessions Using Collaborative Knowledge. Web Intelligence/IAT Workshops (2010)
Gabriele Tolomei, Salvatore Orlando, Fabrizio Silvestri
Towards a task-based search and recommender systems. ICDE Workshops (2010)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego
A generative pattern model for mining binary datasets. SAC (2010)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Mining Top-K Patterns from Binary Datasets in Presence of Noise. SDM (2010)
Claudio Lucchese, Carlo Mastroianni, Salvatore Orlando, Domenico Talia
: toward a public-resource computing framework for distributed data mining. Concurr. Comput. Pract. Exp. 22 (5) (2010)
Luca Leonardi, Salvatore Orlando, Alessandra Raffaetà, Alessandro Roncato, Claudio Silvestri
Visual OLAP analysis on network constrained trajectories (Extended Abstract). SEBD (2010)
Rizos Sakellariou, Salvatore Orlando, Josep Lluís Larriba-Pey, Srinivasan Parthasarathy, Demetrios Zeinalipour-Yazti
Parallel and Distributed Data Management. Euro-Par (1) (2010)
Luca Leonardi, Gerasimos Marketos, Elias Frentzos, Nikos Giatrakos, Salvatore Orlando, Nikos Pelekis, Alessandra Raffaetà, Alessandro Roncato, Claudio Silvestri, Yannis Theodoridis
T-Warehouse: Visual OLAP analysis on trajectory data. ICDE (2010)
Salvatore Orlando, Fabrizio Silvestri
Mining Query Logs. ECIR (2009)
Luca Leonardi, Salvatore Orlando, Alessandra Raffaetà, Alessandro Roncato, Claudio Silvestri
Frequent spatio-temporal patterns in trajectory data warehouses. SAC (2009)
Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti
Caching Algorithms for Similarity Search. SEBD (2009)
Matteo Mordacchini, Patrizio Dazzi, Gabriele Tolomei, Ranieri Baraglia, Fabrizio Silvestri, Salvatore Orlando
Challenges in designing an interest-based distributed aggregation of users in P2P systems. ICUMT (2009)
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) (2009)
Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti
Caching content-based queries for robust and efficient image retrieval. EDBT (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Salvatore Orlando