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ORCIDBibTeX records: Matteo Riondato
@article{DBLP:journals/kais/PretiMR24,
author = {Giulia Preti and
Gianmarco De Francisci Morales and
Matteo Riondato},
title = {Alice and the Caterpillar: {A} more descriptive null model for assessing
data mining results},
journal = {Knowl. Inf. Syst.},
volume = {66},
number = {3},
pages = {1917--1954},
year = {2024},
url = {https://doi.org/10.1007/s10115-023-02001-6},
doi = {10.1007/S10115-023-02001-6},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PretiMR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2024,
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032},
doi = {10.1137/1.9781611978032},
isbn = {978-1-61197-803-2},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AbuissaLR23,
author = {Maryam Abuissa and
Alexander W. Lee and
Matteo Riondato},
title = {ROhAN: Row-order agnostic null models for statistically-sound knowledge
discovery},
journal = {Data Min. Knowl. Discov.},
volume = {37},
number = {4},
pages = {1692--1718},
year = {2023},
url = {https://doi.org/10.1007/s10618-023-00938-4},
doi = {10.1007/S10618-023-00938-4},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AbuissaLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/PretiMR23,
author = {Giulia Preti and
Gianmarco De Francisci Morales and
Matteo Riondato},
title = {MaNIACS: Approximate Mining of Frequent Subgraph Patterns through
Sampling},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {14},
number = {3},
pages = {54:1--54:29},
year = {2023},
url = {https://doi.org/10.1145/3587254},
doi = {10.1145/3587254},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/PretiMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CousinsWR23,
author = {Cyrus Cousins and
Chloe Wohlgemuth and
Matteo Riondato},
title = {Bavarian: Betweenness Centrality Approximation with Variance-aware
Rademacher Averages},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {6},
pages = {78:1--78:47},
year = {2023},
url = {https://doi.org/10.1145/3577021},
doi = {10.1145/3577021},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/CousinsWR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogmi/Riondato23,
author = {Matteo Riondato},
title = {Statistically-Sound Knowledge Discovery from Data: Challenges and
Directions},
booktitle = {5th {IEEE} International Conference on Cognitive Machine Intelligence,
CogMI 2023, Atlanta, GA, USA, November 1-4, 2023},
pages = {97--102},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CogMI58952.2023.00023},
doi = {10.1109/COGMI58952.2023.00023},
timestamp = {Fri, 08 Mar 2024 08:28:26 +0100},
biburl = {https://dblp.org/rec/conf/cogmi/Riondato23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Riondato23,
author = {Matteo Riondato},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Statistically-sound Knowledge Discovery from Data},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {949--952},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch107},
doi = {10.1137/1.9781611977653.CH107},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Riondato23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10838,
author = {Giulia Preti and
Gianmarco De Francisci Morales and
Matteo Riondato},
title = {An impossibility result for Markov Chain Monte Carlo sampling from
micro-canonical bipartite graph ensembles},
journal = {CoRR},
volume = {abs/2308.10838},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10838},
doi = {10.48550/ARXIV.2308.10838},
eprinttype = {arXiv},
eprint = {2308.10838},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JenkinsWR22,
author = {Steedman Jenkins and
Stefan Walzer{-}Goldfeld and
Matteo Riondato},
title = {SPEck: mining statistically-significant sequential patterns efficiently
with exact sampling},
journal = {Data Min. Knowl. Discov.},
volume = {36},
number = {4},
pages = {1575--1599},
year = {2022},
url = {https://doi.org/10.1007/s10618-022-00848-x},
doi = {10.1007/S10618-022-00848-X},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/JenkinsWR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HaddadanMRU22,
author = {Shahrzad Haddadan and
Cristina Menghini and
Matteo Riondato and
Eli Upfal},
title = {Reducing polarization and increasing diverse navigability in graphs
by inserting edges and swapping edge weights},
journal = {Data Min. Knowl. Discov.},
volume = {36},
number = {6},
pages = {2334--2378},
year = {2022},
url = {https://doi.org/10.1007/s10618-022-00875-8},
doi = {10.1007/S10618-022-00875-8},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/HaddadanMRU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PellegrinaCVR22,
author = {Leonardo Pellegrina and
Cyrus Cousins and
Fabio Vandin and
Matteo Riondato},
title = {MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate
Pattern Mining},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {6},
pages = {124:1--124:29},
year = {2022},
url = {https://doi.org/10.1145/3532187},
doi = {10.1145/3532187},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/PellegrinaCVR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeeWZR22,
author = {Alexander W. Lee and
Stefan Walzer{-}Goldfeld and
Shukry Zablah and
Matteo Riondato},
title = {A Scalable Parallel Algorithm for Balanced Sampling (Student Abstract)},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {12991--12992},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21632},
doi = {10.1609/AAAI.V36I11.21632},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LeeWZR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PretiMR22,
author = {Giulia Preti and
Gianmarco De Francisci Morales and
Matteo Riondato},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Alice and the Caterpillar: {A} More Descriptive Null Model for Assessing
Data Mining Results},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {418--427},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00052},
doi = {10.1109/ICDM54844.2022.00052},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PretiMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2022,
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172},
doi = {10.1137/1.9781611977172},
isbn = {978-1-61197-717-2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NasirAMR21,
author = {Muhammad Anis Uddin Nasir and
{\c{C}}igdem Aslay and
Gianmarco De Francisci Morales and
Matteo Riondato},
title = {TipTap: Approximate Mining of Frequent \emph{k}-Subgraph Patterns
in Evolving Graphs},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {48:1--48:35},
year = {2021},
url = {https://doi.org/10.1145/3442590},
doi = {10.1145/3442590},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/NasirAMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CousinsWR21,
author = {Cyrus Cousins and
Chloe Wohlgemuth and
Matteo Riondato},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Bavarian: Betweenness Centrality Approximation with Variance-Aware
Rademacher Averages},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {196--206},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467354},
doi = {10.1145/3447548.3467354},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CousinsWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PretiMR21,
author = {Giulia Preti and
Gianmarco De Francisci Morales and
Matteo Riondato},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MaNIACS: Approximate Mining of Frequent Subgraph Patterns through
Sampling},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1348--1358},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467344},
doi = {10.1145/3447548.3467344},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PretiMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HaddadanMRU21,
author = {Shahrzad Haddadan and
Cristina Menghini and
Matteo Riondato and
Eli Upfal},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {RePBubLik: Reducing Polarized Bubble Radius with Link Insertions},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {139--147},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441825},
doi = {10.1145/3437963.3441825},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/HaddadanMRU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-04751,
author = {Shahrzad Haddadan and
Cristina Menghini and
Matteo Riondato and
Eli Upfal},
title = {RePBubLik: Reducing the Polarized Bubble Radius with Link Insertions},
journal = {CoRR},
volume = {abs/2101.04751},
year = {2021},
url = {https://arxiv.org/abs/2101.04751},
eprinttype = {arXiv},
eprint = {2101.04751},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-04751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/Servan-Schreiber20,
author = {Sacha Servan{-}Schreiber and
Matteo Riondato and
Emanuel Zgraggen},
title = {ProSecCo: progressive sequence mining with convergence guarantees},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {4},
pages = {1313--1340},
year = {2020},
url = {https://doi.org/10.1007/s10115-019-01393-8},
doi = {10.1007/S10115-019-01393-8},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/Servan-Schreiber20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RiondatoV20,
author = {Matteo Riondato and
Fabio Vandin},
title = {MiSoSouP: Mining Interesting Subgroups with Sampling and Pseudodimension},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {5},
pages = {56:1--56:31},
year = {2020},
url = {https://doi.org/10.1145/3385653},
doi = {10.1145/3385653},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/RiondatoV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PellegrinaCVR20,
author = {Leonardo Pellegrina and
Cyrus Cousins and
Fabio Vandin and
Matteo Riondato},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate
Pattern Mining},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2165--2174},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403267},
doi = {10.1145/3394486.3403267},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PellegrinaCVR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CousinsR20,
author = {Cyrus Cousins and
Matteo Riondato},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Sharp uniform convergence bounds through empirical centralization},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/ac457ba972fb63b7994befc83f774746-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CousinsR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09085,
author = {Leonardo Pellegrina and
Cyrus Cousins and
Fabio Vandin and
Matteo Riondato},
title = {MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate
Pattern Mining},
journal = {CoRR},
volume = {abs/2006.09085},
year = {2020},
url = {https://arxiv.org/abs/2006.09085},
eprinttype = {arXiv},
eprint = {2006.09085},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CousinsR19,
author = {Cyrus Cousins and
Matteo Riondato},
title = {CaDET: interpretable parametric conditional density estimation with
decision trees and forests},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1613--1634},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05820-3},
doi = {10.1007/S10994-019-05820-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CousinsR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PellegrinaRV19,
author = {Leonardo Pellegrina and
Matteo Riondato and
Fabio Vandin},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {SPuManTE: Significant Pattern Mining with Unconditional Testing},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1528--1538},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330978},
doi = {10.1145/3292500.3330978},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PellegrinaRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PellegrinaRV19a,
author = {Leonardo Pellegrina and
Matteo Riondato and
Fabio Vandin},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Hypothesis Testing and Statistically-sound Pattern Mining},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3215--3216},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3332286},
doi = {10.1145/3292500.3332286},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PellegrinaRV19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RiondatoU18,
author = {Matteo Riondato and
Eli Upfal},
title = {{ABRA:} Approximating Betweenness Centrality in Static and Dynamic
Graphs with Rademacher Averages},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {5},
pages = {61:1--61:38},
year = {2018},
url = {https://doi.org/10.1145/3208351},
doi = {10.1145/3208351},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/RiondatoU18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Servan-Schreiber18,
author = {Sacha Servan{-}Schreiber and
Matteo Riondato and
Emanuel Zgraggen},
title = {ProSecCo: Progressive Sequence Mining with Convergence Guarantees},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {417--426},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00057},
doi = {10.1109/ICDM.2018.00057},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Servan-Schreiber18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RiondatoV18,
author = {Matteo Riondato and
Fabio Vandin},
editor = {Yike Guo and
Faisal Farooq},
title = {MiSoSouP: Mining Interesting Subgroups with Sampling and Pseudodimension},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2130--2139},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219989},
doi = {10.1145/3219819.3219989},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RiondatoV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RiondatoGB17,
author = {Matteo Riondato and
David Garc{\'{\i}}a{-}Soriano and
Francesco Bonchi},
title = {Graph summarization with quality guarantees},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {2},
pages = {314--349},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0468-8},
doi = {10.1007/S10618-016-0468-8},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/RiondatoGB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/StefaniERU17,
author = {Lorenzo De Stefani and
Alessandro Epasto and
Matteo Riondato and
Eli Upfal},
title = {TRI{\`{E}}ST: Counting Local and Global Triangles in Fully Dynamic
Streams with Fixed Memory Size},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {4},
pages = {43:1--43:50},
year = {2017},
url = {https://doi.org/10.1145/3059194},
doi = {10.1145/3059194},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/StefaniERU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RiondatoK16,
author = {Matteo Riondato and
Evgenios M. Kornaropoulos},
title = {Fast approximation of betweenness centrality through sampling},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {2},
pages = {438--475},
year = {2016},
url = {https://doi.org/10.1007/s10618-015-0423-0},
doi = {10.1007/S10618-015-0423-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/RiondatoK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/StefaniERU16,
author = {Lorenzo De Stefani and
Alessandro Epasto and
Matteo Riondato and
Eli Upfal},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {TRI{\`{E}}ST: Counting Local and Global Triangles in Fully-Dynamic
Streams with Fixed Memory Size},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {825--834},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939771},
doi = {10.1145/2939672.2939771},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/StefaniERU16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RiondatoU16,
author = {Matteo Riondato and
Eli Upfal},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {{ABRA:} Approximating Betweenness Centrality in Static and Dynamic
Graphs with Rademacher Averages},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1145--1154},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939770},
doi = {10.1145/2939672.2939770},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RiondatoU16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/MahmoodyRU16,
author = {Ahmad Mahmoody and
Matteo Riondato and
Eli Upfal},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Wiggins: Detecting Valuable Information in Dynamic Networks Using
Limited Resources},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {677--686},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835830},
doi = {10.1145/2835776.2835830},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/MahmoodyRU16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BonchiMR16,
author = {Francesco Bonchi and
Gianmarco De Francisci Morales and
Matteo Riondato},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Centrality Measures on Big Graphs: Exact, Approximated, and Distributed
Algorithms},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11-15, 2016, Companion Volume},
pages = {1017--1020},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872518.2891063},
doi = {10.1145/2872518.2891063},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/BonchiMR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RiondatoU16,
author = {Matteo Riondato and
Eli Upfal},
title = {{ABRA:} Approximating Betweenness Centrality in Static and Dynamic
Graphs with Rademacher Averages},
journal = {CoRR},
volume = {abs/1602.05866},
year = {2016},
url = {http://arxiv.org/abs/1602.05866},
eprinttype = {arXiv},
eprint = {1602.05866},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RiondatoU16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StefaniERU16,
author = {Lorenzo De Stefani and
Alessandro Epasto and
Matteo Riondato and
Eli Upfal},
title = {TRI{\`{E}}ST: Counting Local and Global Triangles in Fully-dynamic
Streams with Fixed Memory Size},
journal = {CoRR},
volume = {abs/1602.07424},
year = {2016},
url = {http://arxiv.org/abs/1602.07424},
eprinttype = {arXiv},
eprint = {1602.07424},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StefaniERU16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RiondatoU15,
author = {Matteo Riondato and
Eli Upfal},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Mining Frequent Itemsets through Progressive Sampling with Rademacher
Averages},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1005--1014},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783265},
doi = {10.1145/2783258.2783265},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RiondatoU15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RiondatoU15a,
author = {Matteo Riondato and
Eli Upfal},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {VC-Dimension and Rademacher Averages: From Statistical Learning Theory
to Sampling Algorithms},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {2321--2322},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2789984},
doi = {10.1145/2783258.2789984},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RiondatoU15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Anagnostopoulos15,
author = {Aris Anagnostopoulos and
Luca Becchetti and
Adriano Fazzone and
Ida Mele and
Matteo Riondato},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {983--998},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2723722},
doi = {10.1145/2723372.2723722},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/Anagnostopoulos15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Riondato14,
author = {Matteo Riondato},
title = {Sampling-based Randomized Algorithms for Big Data Analytics},
school = {Brown University, {USA}},
year = {2014},
url = {https://cs.brown.edu/research/pubs/theses/phd/2014/riondato.pdf},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Riondato14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RiondatoU14,
author = {Matteo Riondato and
Eli Upfal},
title = {Efficient Discovery of Association Rules and Frequent Itemsets through
Sampling with Tight Performance Guarantees},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {8},
number = {4},
pages = {20:1--20:32},
year = {2014},
url = {https://doi.org/10.1145/2629586},
doi = {10.1145/2629586},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/RiondatoU14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RiondatoGB14,
author = {Matteo Riondato and
David Garc{\'{\i}}a{-}Soriano and
Francesco Bonchi},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Graph Summarization with Quality Guarantees},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {947--952},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.56},
doi = {10.1109/ICDM.2014.56},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RiondatoGB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Riondato14,
author = {Matteo Riondato},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Sampling-Based Data Mining Algorithms: Modern Techniques and Case
Studies},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8726},
pages = {516--519},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_48},
doi = {10.1007/978-3-662-44845-8\_48},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Riondato14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RiondatoV14,
author = {Matteo Riondato and
Fabio Vandin},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Finding the True Frequent Itemsets},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {497--505},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.57},
doi = {10.1137/1.9781611973440.57},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RiondatoV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/RiondatoK14,
author = {Matteo Riondato and
Evgenios M. Kornaropoulos},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {Fast approximation of betweenness centrality through sampling},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {413--422},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556224},
doi = {10.1145/2556195.2556224},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/RiondatoK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-1218,
author = {Matteo Riondato and
Fabio Vandin},
title = {Controlling False Positives in Frequent Itemsets Mining through the
VC-Dimension},
journal = {CoRR},
volume = {abs/1301.1218},
year = {2013},
url = {http://arxiv.org/abs/1301.1218},
eprinttype = {arXiv},
eprint = {1301.1218},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-1218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RiondatoDFU12,
author = {Matteo Riondato and
Justin A. DeBrabant and
Rodrigo Fonseca and
Eli Upfal},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {{PARMA:} a parallel randomized algorithm for approximate association
rules mining in MapReduce},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {85--94},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396776},
doi = {10.1145/2396761.2396776},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/RiondatoDFU12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AkdereCRUZ12,
author = {Mert Akdere and
Ugur {\c{C}}etintemel and
Matteo Riondato and
Eli Upfal and
Stanley B. Zdonik},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {Learning-based Query Performance Modeling and Prediction},
booktitle = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
pages = {390--401},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDE.2012.64},
doi = {10.1109/ICDE.2012.64},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AkdereCRUZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ics/PietracaprinaPRSU12,
author = {Andrea Pietracaprina and
Geppino Pucci and
Matteo Riondato and
Francesco Silvestri and
Eli Upfal},
editor = {Utpal Banerjee and
Kyle A. Gallivan and
Gianfranco Bilardi and
Manolis Katevenis},
title = {Space-round tradeoffs for MapReduce computations},
booktitle = {International Conference on Supercomputing, ICS'12, Venice, Italy,
June 25-29, 2012},
pages = {235--244},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2304576.2304607},
doi = {10.1145/2304576.2304607},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ics/PietracaprinaPRSU12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RiondatoU12,
author = {Matteo Riondato and
Eli Upfal},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Efficient Discovery of Association Rules and Frequent Itemsets through
Sampling with Tight Performance Guarantees},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {25--41},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_7},
doi = {10.1007/978-3-642-33460-3\_7},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RiondatoU12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/AkdereCRUZ11,
author = {Mert Akdere and
Ugur {\c{C}}etintemel and
Matteo Riondato and
Eli Upfal and
Stanley B. Zdonik},
title = {The Case for Predictive Database Systems: Opportunities and Challenges},
booktitle = {Fifth Biennial Conference on Innovative Data Systems Research, {CIDR}
2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings},
pages = {167--174},
publisher = {www.cidrdb.org},
year = {2011},
url = {http://cidrdb.org/cidr2011/Papers/CIDR11\_Paper20.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/AkdereCRUZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RiondatoACZU11,
author = {Matteo Riondato and
Mert Akdere and
Ugur {\c{C}}etintemel and
Stanley B. Zdonik and
Eli Upfal},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {The VC-Dimension of {SQL} Queries and Selectivity Estimation through
Sampling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {661--676},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_42},
doi = {10.1007/978-3-642-23783-6\_42},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RiondatoACZU11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1101-5805,
author = {Matteo Riondato and
Mert Akdere and
Ugur {\c{C}}etintemel and
Stanley B. Zdonik and
Eli Upfal},
title = {The VC-Dimension of Queries and Selectivity Estimation Through Sampling},
journal = {CoRR},
volume = {abs/1101.5805},
year = {2011},
url = {http://arxiv.org/abs/1101.5805},
eprinttype = {arXiv},
eprint = {1101.5805},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1101-5805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-2228,
author = {Andrea Pietracaprina and
Geppino Pucci and
Matteo Riondato and
Francesco Silvestri and
Eli Upfal},
title = {Space-Round Tradeoffs for MapReduce Computations},
journal = {CoRR},
volume = {abs/1111.2228},
year = {2011},
url = {http://arxiv.org/abs/1111.2228},
eprinttype = {arXiv},
eprint = {1111.2228},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-2228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-6937,
author = {Matteo Riondato and
Eli Upfal},
title = {Efficient Discovery of Association Rules and Frequent Itemsets through
Sampling with Tight Performance Guarantees},
journal = {CoRR},
volume = {abs/1111.6937},
year = {2011},
url = {http://arxiv.org/abs/1111.6937},
eprinttype = {arXiv},
eprint = {1111.6937},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-6937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/PietracaprinaRUV10,
author = {Andrea Pietracaprina and
Matteo Riondato and
Eli Upfal and
Fabio Vandin},
title = {Mining top-\emph{K} frequent itemsets through progressive sampling},
journal = {Data Min. Knowl. Discov.},
volume = {21},
number = {2},
pages = {310--326},
year = {2010},
url = {https://doi.org/10.1007/s10618-010-0185-7},
doi = {10.1007/S10618-010-0185-7},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/PietracaprinaRUV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-5235,
author = {Andrea Pietracaprina and
Matteo Riondato and
Eli Upfal and
Fabio Vandin},
title = {Mining Top-K Frequent Itemsets Through Progressive Sampling},
journal = {CoRR},
volume = {abs/1006.5235},
year = {2010},
url = {http://arxiv.org/abs/1006.5235},
eprinttype = {arXiv},
eprint = {1006.5235},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-5235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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