Claudio Lucchese

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

A comparison of spatio-temporal prediction methods: a parking availability case study.

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[DOI]

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

EiFFFeL: enforcing fairness in forests by flipping leaves.

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[DOI]

Seyum Assefa Abebe

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

SOUR an Outliers Detection Algorithm in Learning to Rank (Abstract).

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[DOI]

Federico Marcuzzi

Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Interpretable Ranking Using LambdaMART (Abstract).

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[DOI]

Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Filtering out Outliers in Learning to Rank.

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[DOI]

Federico Marcuzzi

Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022

2021

Feature partitioning for robust tree ensembles and their certification in adversarial scenarios.

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[DOI]

EURASIP J. Inf. Secur., 2021

Learning Early Exit Strategies for Additive Ranking Ensembles.

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[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

AMEBA: An Adaptive Approach to the Black-Box Evasion of Machine Learning Models.

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[DOI]

Stefano Calzavara

Lorenzo Cazzaro

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

2020

RankEval: Evaluation and investigation of ranking models.

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[DOI]

Salvatore Trani

SoftwareX, 2020

Boosting learning to rank with user dynamics and continuation methods.

[BibT_eX]

[DOI]

Inf. Retr. J., 2020

Treant: training evasion-aware decision trees.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2020

Query-level Early Exit for Additive Learning-to-Rank Ensembles.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Improving Learning to Rank By Leveraging User Dynamics and Continuation Methods.

[BibT_eX]

[DOI]

Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Certifying Decision Trees Against Evasion Attacks by Program Analysis.

[BibT_eX]

[DOI]

Stefano Calzavara

Pietro Ferrara

Proceedings of the Computer Security - ESORICS 2020, 2020

2019

Parallel Traversal of Large Ensembles of Decision Trees.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased Learning.

[BibT_eX]

[DOI]

Rama Kumar Pasumarthi

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Adversarial Training of Gradient-Boosted Decision Trees.

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[DOI]

Stefano Calzavara

Gabriele Tolomei

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Social-Spatiotemporal Analysis of Topical and Polarized Communities in Online Social Networks.

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[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Computing Entity Semantic Similarity by Features Ranking.

[BibT_eX]

[DOI]

Lívia Ruback

Alexander Arturo Mera Caraballo

Grettel Monteagudo García

Marco Antonio Casanova

CoRR, 2018

SEL: A unified algorithm for salient entity linking.

[BibT_eX]

[DOI]

Comput. Intell., 2018

Do Violent People Smile: Social Media Analysis of their Profile Pictures.

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[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Selective Gradient Boosting for Effective Learning to Rank.

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[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Efficient and Effective Query Expansion for Web Search.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Continuation Methods and Curriculum Learning for Learning to Rank.

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[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Fast Connected Components Computation in Large Graphs by Vertex Pruning.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Adult content consumption in online social networks.

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[DOI]

Soc. Netw. Anal. Min., 2017

Report on LEARNER 2017: 1st International Workshop on LEARning Next gEneration Rankers.

[BibT_eX]

[DOI]

SIGIR Forum, 2017

Automatic controversy detection in social media: A content-independent motif-based approach.

[BibT_eX]

[DOI]

Online Soc. Networks Media, 2017

Perception of social phenomena through the multidimensional analysis of online social networks.

[BibT_eX]

[DOI]

Andrea Esuli

Online Soc. Networks Media, 2017

X-DART: Blending Dropout and Pruning for Efficient Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.

[BibT_eX]

[DOI]

Salvatore Trani

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

On Including the User Dynamic in Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

SELEcTor: Discovering Similar Entities on LinkEd DaTa by Ranking Their Features.

[BibT_eX]

[DOI]

Lívia Ruback

Marco Antonio Casanova

Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Multicore/Manycore Parallel Traversal of Large Forests of Regression Trees.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

A Motif-Based Approach for Identifying Controversy.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

The Impact of Negative Samples on Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on LEARning Next gEneration Rankers co-located with the 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), 2017

Efficiency/Effectiveness Trade-offs in Learning to Rank.

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[DOI]

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

LEARning Next gEneration Rankers (LEARNER 2017).

[BibT_eX]

[DOI]

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Sentiment Spreading: An Epidemic Model for Lexicon-Based Sentiment Analysis on Twitter.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016

Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2016

Quality versus efficiency in document scoring with learning-to-rank models.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2016

Fast Traversal of Large Ensembles of Regression Trees.

[BibT_eX]

[DOI]

ERCIM News, 2016

Pornography consumption in Social Media.

[BibT_eX]

[DOI]

CoRR, 2016

Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Post-Learning Optimization of Tree Ensembles for Efficient Ranking.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Polarized User and Topic Tracking in Twitter.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Ranking Documents Effciently with QuickScorer.

[BibT_eX]

Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Speeding-up Document Scoring with Tree Ensembles using CPU SIMD Extensions.

[BibT_eX]

[DOI]

Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Post-Learning Optimization of Tree Ensembles.

[BibT_eX]

[DOI]

Proceedings of the 7th Italian Information Retrieval Workshop, 2016

GPU-based Parallelization of QuickScorer to Speed-up Document Ranking with Tree Ensembles.

[BibT_eX]

[DOI]

Proceedings of the 7th Italian Information Retrieval Workshop, 2016

On the Behaviour of Deviant Communities in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Web and Social Media, 2016

Learning to Rank User Queries to Detect Search Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Fast Feature Selection for Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Summarizing Linked Data RDF Graphs Using Approximate Graph Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Extending Database Technology, 2016

SEL: A Unified Algorithm for Entity Linking and Saliency Detection.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Symposium on Document Engineering, 2016

Evaluating Top-K Approximate Patterns via Text Clustering.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis.

[BibT_eX]

[DOI]

Andrea Esuli

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Speeding up Document Ranking with Rank-based Features.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

RDF Graph Summarization Based on Approximate Patterns.

[BibT_eX]

[DOI]

Proceedings of the Information Search, Integration, and Personalization, 2015

Cracker: Crumbling large graphs into connected components.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

Electoral Predictions with Twitter: A Machine-Learning approach.

[BibT_eX]

[DOI]

Proceedings of the 6th Italian Information Retrieval Workshop, 2015

QuickRank: a C++ Suite of Learning to Rank Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Supervised Evaluation of Top-k Itemset Mining Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

2014

Right-Protected Data Publishing with Provable Distance-Based Mining.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

A Unifying Framework for Mining Approximate Top- \(k\) Binary Patterns.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Dexter 2.0 - an Open Source Tool for Semantically Enriching Data.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Manual Annotation of Semi-Structured Documents for Entity-Linking.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Recommender Systems.

[BibT_eX]

[DOI]

Gianmarco De Francisci Morales

Proceedings of the Mining User Generated Content., 2014

2013

Discovering tasks from search engine query logs.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2013

InGeoCloudS: A Cloud-Based Platform for Sharing Geodata Across Europe.

[BibT_eX]

[DOI]

ERCIM News, 2013

When entities meet query recommender systems: semantic search shortcuts.

[BibT_eX]

[DOI]

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Modeling and predicting the task-by-task behavior of search engine users.

[BibT_eX]

[DOI]

Proceedings of the Open research Areas in Information Retrieval, 2013

On Suggesting Entities as Web Search Queries.

[BibT_eX]

[DOI]

Proceedings of the 4th Italian Information Retrieval Workshop, 2013

Twitter anticipates bursts of requests for Wikipedia articles.

[BibT_eX]

[DOI]

Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, 2013

Dexter: an open source framework for entity linking.

[BibT_eX]

[DOI]

Proceedings of the ESAIR'13, 2013

Learning relatedness measures for entity linking.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Similarity caching in large-scale image retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2012

From chatter to headlines: harnessing the real-time web for personalized news recommendation.

[BibT_eX]

[DOI]

Aristides Gionis

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

How Random Walks Can Help Tourism.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2012

You should read this! let me explain you why: explaining news recommendations to users.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Discovering Europeana Users' Search Behavior.

[BibT_eX]

[DOI]

ERCIM News, 2011

Identifying task-based sessions in search engine query logs.

[BibT_eX]

[DOI]

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Direct Pattern Sampling with Respect to Pattern Frequency.

[BibT_eX]

Proceedings of the Report of the symposium "Lernen, 2011

Direct local pattern sampling by efficient two-step random procedures.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Improving Europeana Search Experience Using Query Logs.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2011

Caching query-biased snippets for efficient retrieval.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2011, 2011

LSDS-IR'11: the 9th workshop on large-scale and distributed systems for information retrieval.

[BibT_eX]

[DOI]

Berkant Barla Cambazoglu

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

High performance: closed frequent itemsets mining inspired by emerging computer architectures.

[BibT_eX]

[DOI]

PhD thesis, 2010

Rights protection of trajectory datasets with nearest-neighbor preservation.

[BibT_eX]

[DOI]

VLDB J., 2010

The 8th workshop on large-scale distributed systems for information retrieval (LSDS-IR'10).

[BibT_eX]

[DOI]

Roi Blanco

Berkant Barla Cambazoglu

Gianmarco De Francisci Morales

SIGIR Forum, 2010

Building a web-scale image similarity search system.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2010

<i>Mining@home</i>: toward a public-resource computing framework for distributed data mining.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2010

Scaling Out All Pairs Similarity Search with MapReduce.

[BibT_eX]

[DOI]

Ranieri Baraglia

Proceedings of the 8th Workshop on Large-Scale Distributed Systems for Information Retrieval, 2010

Mining Top-K Patterns from Binary Datasets in Presence of Noise.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2010

A generative pattern model for mining binary datasets.

[BibT_eX]

[DOI]

Gianmarco De Francisci Morales

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Document Similarity Self-Join with MapReduce.

[BibT_eX]

[DOI]

Ranieri Baraglia

Proceedings of the ICDM 2010, 2010

Detecting Task-Based Query Sessions Using Collaborative Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

2009

7th workshop on large-scale distributed systems for information retrieval (LSDS-IR'09).

[BibT_eX]

[DOI]

Gleb Skobeltsyn

Wai Gen Yee

SIGIR Forum, 2009

Embedding and Retrieving Private Metadata in Electrocardiograms.

[BibT_eX]

[DOI]

Suleyman Serdar Kozat

J. Medical Syst., 2009

A constraint-based querying system for exploratory pattern discovery.

[BibT_eX]

[DOI]

Inf. Syst., 2009

CoPhIR: a Test Collection for Content-Based Image Retrieval

[BibT_eX]

[DOI]

CoRR, 2009

Caching Algorithms for Similarity Search.

[BibT_eX]

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Searching 100M Images by Content Similarity.

[BibT_eX]

[DOI]

Michal Shmueli-Scheuer

Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

Caching content-based queries for robust and efficient image retrieval.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

2008

Crawling, Indexing, and Similarity Searching Images on the Web.

[BibT_eX]

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Special track on Engineering Large-Scale Distributed Systems: editorial message.

[BibT_eX]

[DOI]

Fabrizio Falchi

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

(Query) History Teaches Everything, Including the Future.

[BibT_eX]

[DOI]

Proceedings of the Latin American Web Conference, 2008

Rights Protection of Trajectory Datasets.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Ownership protection of shape datasets with geodesic distance preservation.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

A metric cache for similarity search.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 2008 ACM Workshop on Large-Scale Distributed Systems for Information Retrieval, 2008

2007

Extending the state-of-the-art of constraint-based pattern discovery.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2007

Mining query logs to optimize index partitioning in parallel web search engines.

[BibT_eX]

[DOI]

Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

Parallel Mining of Frequent Closed Patterns: Harnessing Modern Computer Architectures.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

Fast and Memory Efficient Mining of Frequent Closed Itemsets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

On condensed representations of constrained frequent patterns.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2006

Mining frequent closed itemsets out-of-core.

[BibT_eX]

[DOI]

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

A privacy preserving web recommender system.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

On Interactive Pattern Mining from Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

2005

Pushing Tougher Constraints in Frequent Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Mining Frequent Closed Itemsets from Distributed Repositories.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Knowledge and Data Management in GRIDs, 2005

2004

On Closed Constrained Frequent Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

WebDocs: a real-life huge transactional dataset.

[BibT_eX]

[DOI]

Proceedings of the FIMI '04, 2004

kDCI: on using direct count up to the third iteration.

[BibT_eX]

[DOI]

Proceedings of the FIMI '04, 2004

DCI Closed: A Fast and Memory Efficient Algorithm to Mine Frequent Closed Itemsets.

[BibT_eX]

[DOI]