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Matteo Ceccarello
Matteo Ceccarello
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Improved MapReduce and Streaming Algorithms for k-Center Clustering (with Outliers)
M Ceccarello, A Pietracaprina, G Pucci
arXiv preprint arXiv:1802.09205, 2018
65*2018
Clustering uncertain graphs
M Ceccarello, C Fantozzi, A Pietracaprina, G Pucci, F Vandin
Proceedings of the VLDB Endowment 11 (4), 472-484, 2017
532017
Mapreduce and streaming algorithms for diversity maximization in metric spaces of bounded doubling dimension
M Ceccarello, A Pietracaprina, G Pucci, E Upfal
arXiv preprint arXiv:1605.05590, 2016
342016
Fast coreset-based diversity maximization under matroid constraints
M Ceccarello, A Pietracaprina, G Pucci
Proceedings of the Eleventh ACM International Conference on Web Search and …, 2018
242018
Space and time efficient parallel graph decomposition, clustering, and diameter approximation
M Ceccarello, A Pietracaprina, G Pucci, E Upfal
Proceedings of the 27th ACM symposium on Parallelism in Algorithms and …, 2015
212015
FRESH: Fréchet similarity with hashing
M Ceccarello, A Driemel, F Silvestri
Algorithms and Data Structures: 16th International Symposium, WADS 2019 …, 2019
162019
A practical parallel algorithm for diameter approximation of massive weighted graphs
M Ceccarello, A Pietracaprina, G Pucci, E Upfal
2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2016
162016
Automated generation of model classes for java pathfinder
M Ceccarello, O Tkachuk
ACM SIGSOFT Software Engineering Notes 39 (1), 1-5, 2014
142014
The role of local intrinsic dimensionality in benchmarking nearest neighbor search
M Aumüller, M Ceccarello
Similarity Search and Applications: 12th International Conference, SISAP …, 2019
122019
The role of local dimensionality measures in benchmarking nearest neighbor search
M Aumüller, M Ceccarello
Information Systems 101, 101807, 2021
102021
A general coreset-based approach to diversity maximization under matroid constraints
M Ceccarello, A Pietracaprina, G Pucci
ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (5), 1-27, 2020
102020
Experimental evaluation of multi-round matrix multiplication on mapreduce
M Ceccarello, F Silvestri
2015 Proceedings of the Seventeenth Workshop on Algorithm Engineering and …, 2014
82014
Benchmarking nearest neighbor search: influence of local intrinsic dimensionality and result diversity in real-world datasets
M Aumüller, M Ceccarello
Proceedings of the 1st Workshop on Evaluation and Experimental Design in …, 2019
72019
Distributed graph diameter approximation
M Ceccarello, A Pietracaprina, G Pucci, E Upfal
Algorithms 13 (9), 216, 2020
52020
Running experiments with confidence and sanity
M Aumüller, M Ceccarello
Similarity Search and Applications: 13th International Conference, SISAP …, 2020
52020
Tools to generate and check consistency of model classes for Java PathFinder
M Ceccarello, N Shafiei
ACM SIGSOFT Software Engineering Notes 37 (6), 1-5, 2012
52012
Indexing Temporal Relations for Range-Duration Queries
M Ceccarello, A Dignös, J Gamper, C Khnaisser
Proceedings of the 35th International Conference on Scientific and …, 2023
22023
Scalable and space-efficient Robust Matroid Center algorithms
M Ceccarello, A Pietracaprina, G Pucci, F Soldà
Journal of Big Data 10 (1), 49, 2023
22023
Fast and Scalable Mining of Time Series Motifs with Probabilistic Guarantees
M Ceccarello, J Gamper
Proceedings of the VLDB Endowment 15 (13), 3841-3853, 2022
22022
What’s New in Temporal Databases?
J Gamper, M Ceccarello, A Dignös
European Conference on Advances in Databases and Information Systems, 45-58, 2022
22022
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