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@article{DBLP:journals/tnn/GrattarolaZBA24,
author = {Daniele Grattarola and
Daniele Zambon and
Filippo Maria Bianchi and
Cesare Alippi},
title = {Understanding Pooling in Graph Neural Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {2},
pages = {2708--2718},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3190922},
doi = {10.1109/TNNLS.2022.3190922},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GrattarolaZBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FeliceCZGA24,
author = {Giovanni de Felice and
Andrea Cini and
Daniele Zambon and
Vladimir V. Gusev and
Cesare Alippi},
title = {Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=CAqdG2dy5s},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FeliceCZGA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GravinaZBA24,
author = {Alessio Gravina and
Daniele Zambon and
Davide Bacciu and
Cesare Alippi},
title = {Temporal Graph ODEs for Irregularly-Sampled Time Series},
booktitle = {Proceedings of the Thirty-Third International Joint Conference on
Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
2024},
pages = {4025--4034},
publisher = {ijcai.org},
year = {2024},
url = {https://www.ijcai.org/proceedings/2024/445},
timestamp = {Fri, 18 Oct 2024 10:53:17 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GravinaZBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12598,
author = {Giovanni de Felice and
Andrea Cini and
Daniele Zambon and
Vladimir V. Gusev and
Cesare Alippi},
title = {Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations},
journal = {CoRR},
volume = {abs/2402.12598},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12598},
doi = {10.48550/ARXIV.2402.12598},
eprinttype = {arXiv},
eprint = {2402.12598},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-19508,
author = {Alessio Gravina and
Daniele Zambon and
Davide Bacciu and
Cesare Alippi},
title = {Temporal Graph ODEs for Irregularly-Sampled Time Series},
journal = {CoRR},
volume = {abs/2404.19508},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.19508},
doi = {10.48550/ARXIV.2404.19508},
eprinttype = {arXiv},
eprint = {2404.19508},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-19508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19933,
author = {Alessandro Manenti and
Daniele Zambon and
Cesare Alippi},
title = {Learning Latent Graph Structures and their Uncertainty},
journal = {CoRR},
volume = {abs/2405.19933},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19933},
doi = {10.48550/ARXIV.2405.19933},
eprinttype = {arXiv},
eprint = {2405.19933},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CiniZA23,
author = {Andrea Cini and
Daniele Zambon and
Cesare Alippi},
title = {Sparse Graph Learning from Spatiotemporal Time Series},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {242:1--242:36},
year = {2023},
url = {https://jmlr.org/papers/v24/22-1154.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CiniZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuEMNPPZ23,
author = {Davide Bacciu and
Federico Errica and
Alessio Micheli and
Nicol{\`{o}} Navarin and
Luca Pasa and
Marco Podda and
Daniele Zambon},
title = {Graph Representation Learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-4},
doi = {10.14428/ESANN/2023.ES2023-4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuEMNPPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CiniMZA23,
author = {Andrea Cini and
Ivan Marisca and
Daniele Zambon and
Cesare Alippi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Taming Local Effects in Graph-based Spatiotemporal Forecasting},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ad58c61c71efd5436134a3ecc87da6ea-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CiniMZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01741,
author = {Daniele Zambon and
Andrea Cini and
Lorenzo Livi and
Cesare Alippi},
title = {Graph state-space models},
journal = {CoRR},
volume = {abs/2301.01741},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01741},
doi = {10.48550/ARXIV.2301.01741},
eprinttype = {arXiv},
eprint = {2301.01741},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01701,
author = {Daniele Zambon and
Cesare Alippi},
title = {Where and How to Improve Graph-based Spatio-temporal Predictors},
journal = {CoRR},
volume = {abs/2302.01701},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01701},
doi = {10.48550/ARXIV.2302.01701},
eprinttype = {arXiv},
eprint = {2302.01701},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04071,
author = {Andrea Cini and
Ivan Marisca and
Daniele Zambon and
Cesare Alippi},
title = {Taming Local Effects in Graph-based Spatiotemporal Forecasting},
journal = {CoRR},
volume = {abs/2302.04071},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04071},
doi = {10.48550/ARXIV.2302.04071},
eprinttype = {arXiv},
eprint = {2302.04071},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12021,
author = {Cesare Alippi and
Daniele Zambon},
title = {Graph Kalman Filters},
journal = {CoRR},
volume = {abs/2303.12021},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12021},
doi = {10.48550/ARXIV.2303.12021},
eprinttype = {arXiv},
eprint = {2303.12021},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03759,
author = {Ming Jin and
Huan Yee Koh and
Qingsong Wen and
Daniele Zambon and
Cesare Alippi and
Geoffrey I. Webb and
Irwin King and
Shirui Pan},
title = {A Survey on Graph Neural Networks for Time Series: Forecasting, Classification,
Imputation, and Anomaly Detection},
journal = {CoRR},
volume = {abs/2307.03759},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03759},
doi = {10.48550/ARXIV.2307.03759},
eprinttype = {arXiv},
eprint = {2307.03759},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15978,
author = {Andrea Cini and
Ivan Marisca and
Daniele Zambon and
Cesare Alippi},
title = {Graph Deep Learning for Time Series Forecasting},
journal = {CoRR},
volume = {abs/2310.15978},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15978},
doi = {10.48550/ARXIV.2310.15978},
eprinttype = {arXiv},
eprint = {2310.15978},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuENPZ22,
author = {Davide Bacciu and
Federico Errica and
Nicol{\`{o}} Navarin and
Luca Pasa and
Daniele Zambon},
title = {Deep Learning for Graphs},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-7},
doi = {10.14428/ESANN/2022.ES2022-7},
timestamp = {Mon, 22 May 2023 11:29:57 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuENPZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MunariPZAN22,
author = {Matteo Munari and
Luca Pasa and
Daniele Zambon and
Cesare Alippi and
Nicol{\`{o}} Navarin},
title = {Understanding Catastrophic Forgetting of Gated Linear Networks in
Continual Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892142},
doi = {10.1109/IJCNN55064.2022.9892142},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MunariPZAN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZambonLA22,
author = {Daniele Zambon and
Lorenzo Livi and
Cesare Alippi},
title = {Graph iForest: Isolation of anomalous and outlier graphs},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892295},
doi = {10.1109/IJCNN55064.2022.9892295},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZambonLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZambonA22,
author = {Daniele Zambon and
Cesare Alippi},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {AZ-whiteness test: a test for signal uncorrelation on spatio-temporal
graphs},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/4e9fa6e716940a7cfc60c46e6f702f52-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZambonA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11135,
author = {Daniele Zambon and
Cesare Alippi},
title = {AZ-whiteness test: a test for uncorrelated noise on spatio-temporal
graphs},
journal = {CoRR},
volume = {abs/2204.11135},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11135},
doi = {10.48550/ARXIV.2204.11135},
eprinttype = {arXiv},
eprint = {2204.11135},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13492,
author = {Andrea Cini and
Daniele Zambon and
Cesare Alippi},
title = {Sparse Graph Learning for Spatiotemporal Time Series},
journal = {CoRR},
volume = {abs/2205.13492},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13492},
doi = {10.48550/ARXIV.2205.13492},
eprinttype = {arXiv},
eprint = {2205.13492},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PaassenGZAH21,
author = {Benjamin Paassen and
Daniele Grattarola and
Daniele Zambon and
Cesare Alippi and
Barbara Hammer},
title = {Graph Edit Networks},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=dlEJsyHGeaL},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/PaassenGZAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/gidiss/Zambon21,
author = {Daniele Zambon},
editor = {Steffen H{\"{o}}lldobler and
R{\"{u}}diger Reischuk and
Sven Apel and
Abraham Bernstein and
Felix C. Freiling and
Hans{-}Peter Lenhof and
Gustaf Neumann and
Kay Uwe R{\"{o}}mer and
Bj{\"{o}}rn Scheuermann and
Nicole Schweikardt and
Klaus Wehrle},
title = {Erkennung von Anomalien und Ver{\"{a}}nderung in Graphsequenzen},
booktitle = {Ausgezeichnete Informatikdissertationen 2021},
series = {{LNI}},
volume = {{D-22}},
pages = {311--320},
publisher = {{GI}},
year = {2021},
url = {https://dl.gi.de/handle/20.500.12116/39855},
timestamp = {Thu, 16 Nov 2023 14:54:55 +0100},
biburl = {https://dblp.org/rec/series/gidiss/Zambon21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-05292,
author = {Daniele Grattarola and
Daniele Zambon and
Filippo Maria Bianchi and
Cesare Alippi},
title = {Understanding Pooling in Graph Neural Networks},
journal = {CoRR},
volume = {abs/2110.05292},
year = {2021},
url = {https://arxiv.org/abs/2110.05292},
eprinttype = {arXiv},
eprint = {2110.05292},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-05292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GrattarolaZLA20,
author = {Daniele Grattarola and
Daniele Zambon and
Lorenzo Livi and
Cesare Alippi},
title = {Change Detection in Graph Streams by Learning Graph Embeddings on
Constant-Curvature Manifolds},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {6},
pages = {1856--1869},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2927301},
doi = {10.1109/TNNLS.2019.2927301},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/GrattarolaZLA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZambonAL20,
author = {Daniele Zambon and
Cesare Alippi and
Lorenzo Livi},
title = {Graph Random Neural Features for Distance-Preserving Graph Representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10968--10977},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zambon20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZambonAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ZambonAL19,
author = {Daniele Zambon and
Cesare Alippi and
Lorenzo Livi},
title = {Change-Point Methods on a Sequence of Graphs},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {24},
pages = {6327--6341},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2953596},
doi = {10.1109/TSP.2019.2953596},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ZambonAL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZambonGLA19,
author = {Daniele Zambon and
Daniele Grattarola and
Lorenzo Livi and
Cesare Alippi},
title = {Autoregressive Models for Sequences of Graphs},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852131},
doi = {10.1109/IJCNN.2019.8852131},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ZambonGLA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07299,
author = {Daniele Zambon and
Daniele Grattarola and
Lorenzo Livi and
Cesare Alippi},
title = {Autoregressive Models for Sequences of Graphs},
journal = {CoRR},
volume = {abs/1903.07299},
year = {2019},
url = {http://arxiv.org/abs/1903.07299},
eprinttype = {arXiv},
eprint = {1903.07299},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-07299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03790,
author = {Daniele Zambon and
Cesare Alippi and
Lorenzo Livi},
title = {Distance-Preserving Graph Embeddings from Random Neural Features},
journal = {CoRR},
volume = {abs/1909.03790},
year = {2019},
url = {http://arxiv.org/abs/1909.03790},
eprinttype = {arXiv},
eprint = {1909.03790},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZambonAL18,
author = {Daniele Zambon and
Cesare Alippi and
Lorenzo Livi},
title = {Concept Drift and Anomaly Detection in Graph Streams},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {11},
pages = {5592--5605},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2018.2804443},
doi = {10.1109/TNNLS.2018.2804443},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZambonAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZambonLA18,
author = {Daniele Zambon and
Lorenzo Livi and
Cesare Alippi},
title = {Anomaly and Change Detection in Graph Streams through Constant-Curvature
Manifold Embeddings},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489762},
doi = {10.1109/IJCNN.2018.8489762},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ZambonLA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01360,
author = {Daniele Zambon and
Lorenzo Livi and
Cesare Alippi},
title = {Anomaly and Change Detection in Graph Streams through Constant-Curvature
Manifold Embeddings},
journal = {CoRR},
volume = {abs/1805.01360},
year = {2018},
url = {http://arxiv.org/abs/1805.01360},
eprinttype = {arXiv},
eprint = {1805.01360},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-06299,
author = {Daniele Grattarola and
Daniele Zambon and
Cesare Alippi and
Lorenzo Livi},
title = {Learning Graph Embeddings on Constant-Curvature Manifolds for Change
Detection in Graph Streams},
journal = {CoRR},
volume = {abs/1805.06299},
year = {2018},
url = {http://arxiv.org/abs/1805.06299},
eprinttype = {arXiv},
eprint = {1805.06299},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-06299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07113,
author = {Daniele Zambon and
Cesare Alippi and
Lorenzo Livi},
title = {Change Point Methods on a Sequence of Graphs},
journal = {CoRR},
volume = {abs/1805.07113},
year = {2018},
url = {http://arxiv.org/abs/1805.07113},
eprinttype = {arXiv},
eprint = {1805.07113},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/ZambonLA17,
author = {Daniele Zambon and
Lorenzo Livi and
Cesare Alippi},
title = {Detecting changes in sequences of attributed graphs},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--7},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8285273},
doi = {10.1109/SSCI.2017.8285273},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/ZambonLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZambonAL17,
author = {Daniele Zambon and
Cesare Alippi and
Lorenzo Livi},
title = {Concept Drift and Anomaly Detection in Graph Streams},
journal = {CoRR},
volume = {abs/1706.06941},
year = {2017},
url = {http://arxiv.org/abs/1706.06941},
eprinttype = {arXiv},
eprint = {1706.06941},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZambonAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CarreraRZFB16,
author = {Diego Carrera and
Beatrice Rossi and
Daniele Zambon and
Pasqualina Fragneto and
Giacomo Boracchi},
editor = {Bettina Berendt and
Bj{\"{o}}rn Bringmann and
{\'{E}}lisa Fromont and
Gemma C. Garriga and
Pauli Miettinen and
Nikolaj Tatti and
Volker Tresp},
title = {{ECG} Monitoring in Wearable Devices by Sparse Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9853},
pages = {145--160},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46131-1\_21},
doi = {10.1007/978-3-319-46131-1\_21},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CarreraRZFB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/TognazzoERSDFP09,
author = {Sandro Tognazzo and
Bovo Emanuela and
Fiore Anna Rita and
Guzzinati Stefano and
Monetti Daniele and
Stocco Cramen Fiorella and
Zambon Paola},
title = {Probabilistic classifiers and automated cancer registration: An exploratory
application},
journal = {J. Biomed. Informatics},
volume = {42},
number = {1},
pages = {1--10},
year = {2009},
url = {https://doi.org/10.1016/j.jbi.2008.06.002},
doi = {10.1016/J.JBI.2008.06.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/TognazzoERSDFP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ChristodorescuSSSZ09,
author = {Mihai Christodorescu and
Reiner Sailer and
Douglas Lee Schales and
Daniele Sgandurra and
Diego Zamboni},
editor = {Radu Sion and
Dawn Song},
title = {Cloud security is not (just) virtualization security: a short paper},
booktitle = {Proceedings of the first {ACM} Cloud Computing Security Workshop,
{CCSW} 2009, Chicago, IL, USA, November 13, 2009},
pages = {97--102},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1655008.1655022},
doi = {10.1145/1655008.1655022},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ChristodorescuSSSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/KarsentyBTLMHCSJCFWPDFBZBNG03,
author = {Emmanuelle Karsenty and
Emmanuel Barillot and
Gwenola Tosser{-}Klopp and
Yvette Lahbib{-}Mansais and
Denis Milan and
Francois Hatey and
Susanna Cirera and
Milena Sawera and
Claus B. J{\o}rgensen and
Bhanu Chowdhary and
Merete Fredholm and
Klaus Wimmers and
Siriluck Ponsuksili and
Roberta Davoli and
Luca Fontanesi and
Silvia Braglia and
Paolo Zambonelli and
Daniele Bigi and
Stefan Neuenschwander and
Jo{\"{e}}l Gellin},
title = {The {GENETPIG} database: a tool for comparative mapping in pig (Sus
scrofa)},
journal = {Nucleic Acids Res.},
volume = {31},
number = {1},
pages = {138--141},
year = {2003},
url = {https://doi.org/10.1093/nar/gkg061},
doi = {10.1093/NAR/GKG061},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/KarsentyBTLMHCSJCFWPDFBZBNG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/TeseiTZ95,
author = {Alessandra Tesei and
Andrea Trucco and
Daniele Zambonini},
editor = {Carlo Braccini and
Leila De Floriani and
Gianni Vernazza},
title = {A Fast Object Orientation Estimation and Recognition Technique for
Underwater Acoustic Imaging},
booktitle = {Image Analysis and Processing, 8th International Conference, {ICIAP}
'95, San Remo, Italy, September 13-15, 1995, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {974},
pages = {715--720},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-60298-4\_337},
doi = {10.1007/3-540-60298-4\_337},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/iciap/TeseiTZ95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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