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ORCIDBibTeX records: Fabio Aiolli
@inproceedings{DBLP:conf/ecir/CarraroDAS24,
author = {Tommaso Carraro and
Alessandro Daniele and
Fabio Aiolli and
Luciano Serafini},
editor = {Nazli Goharian and
Nicola Tonellotto and
Yulan He and
Aldo Lipani and
Graham McDonald and
Craig Macdonald and
Iadh Ounis},
title = {Mitigating Data Sparsity via Neuro-Symbolic Knowledge Transfer},
booktitle = {Advances in Information Retrieval - 46th European Conference on Information
Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14610},
pages = {226--242},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56063-7\_15},
doi = {10.1007/978-3-031-56063-7\_15},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/CarraroDAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BiasioMAN23,
author = {Alvise De Biasio and
Andrea Montagna and
Fabio Aiolli and
Nicol{\`{o}} Navarin},
title = {A systematic review of value-aware recommender systems},
journal = {Expert Syst. Appl.},
volume = {226},
pages = {120131},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2023.120131},
doi = {10.1016/J.ESWA.2023.120131},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/BiasioMAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chitaly/MontagnaBNA23,
author = {Andrea Montagna and
Alvise De Biasio and
Nicol{\`{o}} Navarin and
Fabio Aiolli},
editor = {Ernesto William De Luca and
Erasmo Purificato and
Ludovico Boratto and
Stefano Marrone and
Carlo Sansone},
title = {Graph-based Explainable Recommendation Systems: Are We Rigorously
Evaluating Explanations?},
booktitle = {Proceedings of the First Workshop on User Perspectives in Human-Centred
Artificial Intelligence {(HCAI4U} 2023) co-located with the 15th Biannual
Conference of the Italian {SIGCHI} Chapter (CHItaly 2023), Turin,
Italy, September 20, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3502},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3502/paper2.pdf},
timestamp = {Fri, 08 Dec 2023 14:24:28 +0100},
biburl = {https://dblp.org/rec/conf/chitaly/MontagnaBNA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kars/CarraroDAS23,
author = {Tommaso Carraro and
Alessandro Daniele and
Fabio Aiolli and
Luciano Serafini},
editor = {Vito Walter Anelli and
Pierpaolo Basile and
Gerard de Melo and
Francesco Maria Donini and
Antonio Ferrara and
Cataldo Musto and
Fedelucio Narducci and
Azzurra Ragone and
Markus Zanker},
title = {Mitigating Data Sparsity via Neuro-Symbolic Knowledge Transfer},
booktitle = {Proceedings of the Fifth Knowledge-aware and Conversational Recommender
Systems Workshop co-located with 17th {ACM} Conference on Recommender
Systems (RecSys 2023), Singapore, September 19th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3560},
pages = {69--79},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3560/long5.pdf},
timestamp = {Fri, 08 Dec 2023 14:24:28 +0100},
biburl = {https://dblp.org/rec/conf/kars/CarraroDAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LauriolaLA22,
author = {Ivano Lauriola and
Alberto Lavelli and
Fabio Aiolli},
title = {An introduction to Deep Learning in Natural Language Processing: Models,
techniques, and tools},
journal = {Neurocomputing},
volume = {470},
pages = {443--456},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.05.103},
doi = {10.1016/J.NEUCOM.2021.05.103},
timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LauriolaLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PolatoFA22,
author = {Mirko Polato and
Guglielmo Faggioli and
Fabio Aiolli},
title = {{PRL:} {A} game theoretic large margin method for interpretable feature
learning},
journal = {Neurocomputing},
volume = {479},
pages = {106--120},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.01.016},
doi = {10.1016/J.NEUCOM.2022.01.016},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PolatoFA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcs/AiolliCPP22,
author = {Fabio Aiolli and
Mauro Conti and
Stjepan Picek and
Mirko Polato},
title = {On the feasibility of crawling-based attacks against recommender systems},
journal = {J. Comput. Secur.},
volume = {30},
number = {4},
pages = {599--621},
year = {2022},
url = {https://doi.org/10.3233/JCS-210041},
doi = {10.3233/JCS-210041},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcs/AiolliCPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/CarraroDAS22,
author = {Tommaso Carraro and
Alessandro Daniele and
Fabio Aiolli and
Luciano Serafini},
editor = {Agostino Dovier and
Angelo Montanari and
Andrea Orlandini},
title = {Logic Tensor Networks for Top-N Recommendation},
booktitle = {AIxIA 2022 - Advances in Artificial Intelligence - XXIst International
Conference of the Italian Association for Artificial Intelligence,
AIxIA 2022, Udine, Italy, November 28 - December 2, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13796},
pages = {110--123},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27181-6\_8},
doi = {10.1007/978-3-031-27181-6\_8},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiia/CarraroDAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GhahramaniA22,
author = {Mohammadmahdi Ghahramani and
Fabio Aiolli},
title = {Price direction prediction in financial markets, using Random Forest
and Adaboost},
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.ES2022-115},
doi = {10.14428/ESANN/2022.ES2022-115},
timestamp = {Mon, 22 May 2023 11:29:57 +0200},
biburl = {https://dblp.org/rec/conf/esann/GhahramaniA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PolatoABC22,
author = {Mirko Polato and
Fabio Aiolli and
Luca Bergamin and
Tommaso Carraro},
title = {Bayes Point Rule Set Learning},
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.ES2022-108},
doi = {10.14428/ESANN/2022.ES2022-108},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PolatoABC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/CarraroPBA22,
author = {Tommaso Carraro and
Mirko Polato and
Luca Bergamin and
Fabio Aiolli},
editor = {Elias Pimenidis and
Plamen P. Angelov and
Chrisina Jayne and
Antonios Papaleonidas and
Mehmet Aydin},
title = {Conditioned Variational Autoencoder for Top-N Item Recommendation},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2022 - 31st
International Conference on Artificial Neural Networks, Bristol, UK,
September 6-9, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13530},
pages = {785--796},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15931-2\_64},
doi = {10.1007/978-3-031-15931-2\_64},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/CarraroPBA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BergaminCPA22,
author = {Luca Bergamin and
Tommaso Carraro and
Mirko Polato and
Fabio Aiolli},
title = {Novel Applications for VAE-based Anomaly Detection Systems},
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/IJCNN55064.2022.9892879},
doi = {10.1109/IJCNN55064.2022.9892879},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BergaminCPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nesy/CarraroDAS22,
author = {Tommaso Carraro and
Alessandro Daniele and
Fabio Aiolli and
Luciano Serafini},
editor = {Artur S. d'Avila Garcez and
Ernesto Jim{\'{e}}nez{-}Ruiz},
title = {Logic Tensor Networks for Top-N Recommendation},
booktitle = {Proceedings of the 16th International Workshop on Neural-Symbolic
Learning and Reasoning as part of the 2nd International Joint Conference
on Learning {\&} Reasoning {(IJCLR} 2022), Cumberland Lodge, Windsor
Great Park, UK, September 28-30, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3212},
pages = {1--14},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3212/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:33 +0100},
biburl = {https://dblp.org/rec/conf/nesy/CarraroDAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05251,
author = {Fabio Aiolli and
Luca Bergamin and
Tommaso Carraro and
Mirko Polato},
title = {Bayes Point Rule Set Learning},
journal = {CoRR},
volume = {abs/2204.05251},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05251},
doi = {10.48550/ARXIV.2204.05251},
eprinttype = {arXiv},
eprint = {2204.05251},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12577,
author = {Luca Bergamin and
Tommaso Carraro and
Mirko Polato and
Fabio Aiolli},
title = {Novel Applications for VAE-based Anomaly Detection Systems},
journal = {CoRR},
volume = {abs/2204.12577},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12577},
doi = {10.48550/ARXIV.2204.12577},
eprinttype = {arXiv},
eprint = {2204.12577},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biomedsem/LauriolaALR21,
author = {Ivano Lauriola and
Fabio Aiolli and
Alberto Lavelli and
Fabio Rinaldi},
title = {Learning adaptive representations for entity recognition in the biomedical
domain},
journal = {J. Biomed. Semant.},
volume = {12},
number = {1},
pages = {10},
year = {2021},
url = {https://doi.org/10.1186/s13326-021-00238-0},
doi = {10.1186/S13326-021-00238-0},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biomedsem/LauriolaALR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/PolatoA21,
author = {Mirko Polato and
Fabio Aiolli},
title = {Propositional Kernels},
journal = {Entropy},
volume = {23},
number = {8},
pages = {1020},
year = {2021},
url = {https://doi.org/10.3390/e23081020},
doi = {10.3390/E23081020},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/PolatoA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PolatoGA21,
author = {Mirko Polato and
Alberto Gallinaro and
Fabio Aiolli},
title = {Privacy-Preserving Kernel Computation For Vertically Partitioned Data},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-152},
doi = {10.14428/ESANN/2021.ES2021-152},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PolatoGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LauriolaLMA21,
author = {Ivano Lauriola and
Alberto Lavelli and
Alessandro Moschitti and
Fabio Aiolli},
title = {Exploring the structure of {BERT} through Kernel Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534117},
doi = {10.1109/IJCNN52387.2021.9534117},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LauriolaLMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LauriolaGA20,
author = {Ivano Lauriola and
Claudio Gallicchio and
Fabio Aiolli},
title = {Enhancing deep neural networks via multiple kernel learning},
journal = {Pattern Recognit.},
volume = {101},
pages = {107194},
year = {2020},
url = {https://doi.org/10.1016/j.patcog.2020.107194},
doi = {10.1016/J.PATCOG.2020.107194},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LauriolaGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/LauriolaPA20,
author = {Ivano Lauriola and
Mirko Polato and
Fabio Aiolli},
title = {Learning deep kernels in the space of monotone conjunctive polynomials},
journal = {Pattern Recognit. Lett.},
volume = {140},
pages = {200--206},
year = {2020},
url = {https://doi.org/10.1016/j.patrec.2020.10.013},
doi = {10.1016/J.PATREC.2020.10.013},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/LauriolaPA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/CapuozzoLSAS20,
author = {Pasquale Capuozzo and
Ivano Lauriola and
Carlo Strapparava and
Fabio Aiolli and
Giuseppe Sartori},
editor = {Stephanie Denison and
Michael Mack and
Yang Xu and
Blair C. Armstrong},
title = {Automatic Detection of Cross-language Verbal Deception},
booktitle = {Proceedings of the 42th Annual Meeting of the Cognitive Science Society
- Developing a Mind: Learning in Humans, Animals, and Machines, CogSci
2020, virtual, July 29 - August 1, 2020},
publisher = {cognitivesciencesociety.org},
year = {2020},
url = {https://cogsci.mindmodeling.org/2020/papers/0388/index.html},
timestamp = {Wed, 17 Apr 2024 12:42:59 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/CapuozzoLSAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LauriolaLA20,
author = {Ivano Lauriola and
Alberto Lavelli and
Fabio Aiolli},
title = {Language processing in the era of deep learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {597--606},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-4.pdf},
timestamp = {Fri, 29 Jan 2021 22:08:59 +0100},
biburl = {https://dblp.org/rec/conf/esann/LauriolaLA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LauriolaCL0A20,
author = {Ivano Lauriola and
Stefano Campese and
Alberto Lavelli and
Fabio Rinaldi and
Fabio Aiolli},
title = {Exploring the feature space of character-level embeddings},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {637--642},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-104.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/LauriolaCL0A20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/AiolliCPP20,
author = {Fabio Aiolli and
Mauro Conti and
Stjepan Picek and
Mirko Polato},
editor = {Liqun Chen and
Ninghui Li and
Kaitai Liang and
Steve A. Schneider},
title = {Big Enough to Care Not Enough to Scare! Crawling to Attack Recommender
Systems},
booktitle = {Computer Security - {ESORICS} 2020 - 25th European Symposium on Research
in Computer Security, {ESORICS} 2020, Guildford, UK, September 14-18,
2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12309},
pages = {165--184},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59013-0\_9},
doi = {10.1007/978-3-030-59013-0\_9},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esorics/AiolliCPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LauriolaA20,
author = {Ivano Lauriola and
Fabio Aiolli},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Monotone Deep Spectrum Kernels},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12396},
pages = {207--219},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61609-0\_17},
doi = {10.1007/978-3-030-61609-0\_17},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/LauriolaA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/CapuozzoLSAS20,
author = {Pasquale Capuozzo and
Ivano Lauriola and
Carlo Strapparava and
Fabio Aiolli and
Giuseppe Sartori},
editor = {Nicoletta Calzolari and
Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
Philippe Blache and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {DecOp: {A} Multilingual and Multi-domain Corpus For Detecting Deception
In Typed Text},
booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference,
{LREC} 2020, Marseille, France, May 11-16, 2020},
pages = {1423--1430},
publisher = {European Language Resources Association},
year = {2020},
url = {https://aclanthology.org/2020.lrec-1.178/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/CapuozzoLSAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/FaggioliPA20,
author = {Guglielmo Faggioli and
Mirko Polato and
Fabio Aiolli},
editor = {Tsvi Kuflik and
Ilaria Torre and
Robin Burke and
Cristina Gena},
title = {Recency Aware Collaborative Filtering for Next Basket Recommendation},
booktitle = {Proceedings of the 28th {ACM} Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2020, Genoa, Italy, July 12-18, 2020},
pages = {80--87},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340631.3394850},
doi = {10.1145/3340631.3394850},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/FaggioliPA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/CarraroPA20,
author = {Tommaso Carraro and
Mirko Polato and
Fabio Aiolli},
editor = {Tsvi Kuflik and
Ilaria Torre and
Robin Burke and
Cristina Gena},
title = {A Look Inside the Black-Box: Towards the Interpretability of Conditioned
Variational Autoencoder for Collaborative Filtering},
booktitle = {Adjunct Publication of the 28th {ACM} Conference on User Modeling,
Adaptation and Personalization, {UMAP} 2020, Genoa, Italy, July 12-18,
2020},
pages = {233--236},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3386392.3399305},
doi = {10.1145/3386392.3399305},
timestamp = {Tue, 21 Jul 2020 15:45:19 +0200},
biburl = {https://dblp.org/rec/conf/um/CarraroPA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-11141,
author = {Mirko Polato and
Tommaso Carraro and
Fabio Aiolli},
title = {Conditioned Variational Autoencoder for top-N item recommendation},
journal = {CoRR},
volume = {abs/2004.11141},
year = {2020},
url = {https://arxiv.org/abs/2004.11141},
eprinttype = {arXiv},
eprint = {2004.11141},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-11141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09982,
author = {Ivano Lauriola and
Fabio Aiolli},
title = {MKLpy: a python-based framework for Multiple Kernel Learning},
journal = {CoRR},
volume = {abs/2007.09982},
year = {2020},
url = {https://arxiv.org/abs/2007.09982},
eprinttype = {arXiv},
eprint = {2007.09982},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PolatoA19,
author = {Mirko Polato and
Fabio Aiolli},
title = {Boolean kernels for rule based interpretation of support vector machines},
journal = {Neurocomputing},
volume = {342},
pages = {113--124},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.11.094},
doi = {10.1016/J.NEUCOM.2018.11.094},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PolatoA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MartinoSAM19,
author = {Giovanni Da San Martino and
Alessandro Sperduti and
Fabio Aiolli and
Alessandro Moschitti},
title = {Efficient Online Learning for Mapping Kernels on Linguistic Structures},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3421--3428},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013421},
doi = {10.1609/AAAI.V33I01.33013421},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MartinoSAM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PolatoA19,
author = {Mirko Polato and
Fabio Aiolli},
title = {Interpretable Preference Learning: {A} Game Theoretic Framework for
Large Margin On-Line Feature and Rule Learning},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4723--4730},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014723},
doi = {10.1609/AAAI.V33I01.33014723},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/PolatoA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/FaggioliPLA19,
author = {Guglielmo Faggioli and
Mirko Polato and
Ivano Lauriola and
Fabio Aiolli},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Evaluation of Tag Clusterings for User Profiling in Movie Recommendation},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {456--468},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_45},
doi = {10.1007/978-3-030-30493-5\_45},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/FaggioliPLA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PolatoFLA19,
author = {Mirko Polato and
Guglielmo Faggioli and
Ivano Lauriola and
Fabio Aiolli},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Playing the Large Margin Preference Game},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Deep
Learning - 28th International Conference on Artificial Neural Networks,
Munich, Germany, September 17-19, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11728},
pages = {792--804},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30484-3\_62},
doi = {10.1007/978-3-030-30484-3\_62},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/PolatoFLA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/CampeseLSSA19,
author = {Stefano Campese and
Ivano Lauriola and
Cristina Scarpazza and
Giuseppe Sartori and
Fabio Aiolli},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Psychiatric Disorders Classification with 3D Convolutional Neural
Networks},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {48--57},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_6},
doi = {10.1007/978-3-030-16841-4\_6},
timestamp = {Tue, 21 Mar 2023 21:03:10 +0100},
biburl = {https://dblp.org/rec/conf/inns/CampeseLSSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/LauriolaPFA19,
author = {Ivano Lauriola and
Mirko Polato and
Guglielmo Faggioli and
Fabio Aiolli},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {A Preference-Learning Framework for Modeling Relational Data},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {359--369},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_37},
doi = {10.1007/978-3-030-16841-4\_37},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/LauriolaPFA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AiolliCGP19,
author = {Fabio Aiolli and
Mauro Conti and
Ankit Gangwal and
Mirko Polato},
editor = {Chih{-}Cheng Hung and
George A. Papadopoulos},
title = {Mind your wallet's privacy: identifying Bitcoin wallet apps and user's
actions through network traffic analysis},
booktitle = {Proceedings of the 34th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2019, Limassol, Cyprus, April 8-12, 2019},
pages = {1484--1491},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3297280.3297430},
doi = {10.1145/3297280.3297430},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/AiolliCGP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/FaggioliPA19,
author = {Guglielmo Faggioli and
Mirko Polato and
Fabio Aiolli},
editor = {George Angelos Papadopoulos and
George Samaras and
Stephan Weibelzahl and
Dietmar Jannach and
Olga C. Santos},
title = {Tag-Based User Profiling: {A} Game Theoretic Approach},
booktitle = {Adjunct Publication of the 27th Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2019, Larnaca, Cyprus, June 09-12, 2019},
pages = {267--271},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3314183.3323462},
doi = {10.1145/3314183.3323462},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/FaggioliPA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/ZampieriTDNASV18,
author = {Guido Zampieri and
Dinh Tran{-}Van and
Michele Donini and
Nicol{\`{o}} Navarin and
Fabio Aiolli and
Alessandro Sperduti and
Giorgio Valle},
title = {Scuba: scalable kernel-based gene prioritization},
journal = {{BMC} Bioinform.},
volume = {19},
number = {1},
pages = {23:1--23:12},
year = {2018},
url = {https://doi.org/10.1186/s12859-018-2025-5},
doi = {10.1186/S12859-018-2025-5},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/ZampieriTDNASV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/PolatoLA18,
author = {Mirko Polato and
Ivano Lauriola and
Fabio Aiolli},
title = {A Novel Boolean Kernels Family for Categorical Data},
journal = {Entropy},
volume = {20},
number = {6},
pages = {444},
year = {2018},
url = {https://doi.org/10.3390/e20060444},
doi = {10.3390/E20060444},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/PolatoLA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PolatoA18,
author = {Mirko Polato and
Fabio Aiolli},
title = {Boolean kernels for collaborative filtering in top-N item recommendation},
journal = {Neurocomputing},
volume = {286},
pages = {214--225},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.01.057},
doi = {10.1016/J.NEUCOM.2018.01.057},
timestamp = {Tue, 20 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/PolatoA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AiolliBO18,
author = {Fabio Aiolli and
Michael Biehl and
Luca Oneto},
title = {Advances in artificial neural networks, machine learning and computational
intelligence},
journal = {Neurocomputing},
volume = {298},
pages = {1--3},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.01.090},
doi = {10.1016/J.NEUCOM.2018.01.090},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AiolliBO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/OnetoNDRSAA18,
author = {Luca Oneto and
Nicol{\`{o}} Navarin and
Michele Donini and
Sandro Ridella and
Alessandro Sperduti and
Fabio Aiolli and
Davide Anguita},
title = {Learning With Kernels: {A} Local Rademacher Complexity-Based Analysis
With Application to Graph Kernels},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {10},
pages = {4660--4671},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2771830},
doi = {10.1109/TNNLS.2017.2771830},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/OnetoNDRSAA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/LauriolaSAL018,
author = {Ivano Lauriola and
Riccardo Sella and
Fabio Aiolli and
Alberto Lavelli and
Fabio Rinaldi},
editor = {Pierpaolo Basile and
Valerio Basile and
Danilo Croce and
Felice Dell'Orletta and
Marco Guerini},
title = {Learning Representations for Biomedical {NER}},
booktitle = {Proceedings of the 2nd Workshop on Natural Language for Artificial
Intelligence {(NL4AI} 2018) co-located with 17th International Conference
of the Italian Association for Artificial Intelligence (AI*IA 2018),
Trento, Italy, November 22nd to 23rd, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2244},
pages = {83--94},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2244/paper\_08.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:01 +0100},
biburl = {https://dblp.org/rec/conf/aiia/LauriolaSAL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LauriolaPA18,
author = {Ivano Lauriola and
Mirko Polato and
Fabio Aiolli},
title = {The minimum effort maximum output principle applied to Multiple Kernel
Learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-181.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LauriolaPA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PolatoA18,
author = {Mirko Polato and
Fabio Aiolli},
title = {Boolean kernels for interpretable kernel machines},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-168.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PolatoA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LauriolaPLRA18,
author = {Ivano Lauriola and
Mirko Polato and
Alberto Lavelli and
Fabio Rinaldi and
Fabio Aiolli},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {Learning Preferences for Large Scale Multi-label Problems},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11139},
pages = {546--555},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01418-6\_54},
doi = {10.1007/978-3-030-01418-6\_54},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LauriolaPLRA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PolatoA18,
author = {Mirko Polato and
Fabio Aiolli},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {A Game-Theoretic Framework for Interpretable Preference and Feature
Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11139},
pages = {659--668},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01418-6\_65},
doi = {10.1007/978-3-030-01418-6\_65},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/PolatoA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/FaggioliPA18,
author = {Guglielmo Faggioli and
Mirko Polato and
Fabio Aiolli},
title = {Efficient Similarity Based Methods For The Playlist Continuation Task},
booktitle = {Proceedings of the {ACM} Recommender Systems Challenge, RecSys Challenge
2018, Vancouver, BC, Canada, October 2, 2018},
pages = {15:1--15:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3267471.3267486},
doi = {10.1145/3267471.3267486},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/FaggioliPA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07895,
author = {Mirko Polato and
Fabio Aiolli},
title = {Interpretable preference learning: a game theoretic framework for
large margin on-line feature and rule learning},
journal = {CoRR},
volume = {abs/1812.07895},
year = {2018},
url = {http://arxiv.org/abs/1812.07895},
eprinttype = {arXiv},
eprint = {1812.07895},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AiolliBH17,
author = {Fabio Aiolli and
Ga{\"{e}}lle Bonnet{-}Loosli and
Romain H{\'{e}}rault},
title = {Advances in artificial neural networks, machine learning and computational
intelligence},
journal = {Neurocomputing},
volume = {268},
pages = {1--3},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2017.04.038},
doi = {10.1016/J.NEUCOM.2017.04.038},
timestamp = {Fri, 08 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AiolliBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/OnetoNDSAA17,
author = {Luca Oneto and
Nicol{\`{o}} Navarin and
Michele Donini and
Alessandro Sperduti and
Fabio Aiolli and
Davide Anguita},
title = {Measuring the expressivity of graph kernels through Statistical Learning
Theory},
journal = {Neurocomputing},
volume = {268},
pages = {4--16},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2017.02.088},
doi = {10.1016/J.NEUCOM.2017.02.088},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/OnetoNDSAA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PolatoA17,
author = {Mirko Polato and
Fabio Aiolli},
title = {Exploiting sparsity to build efficient kernel based collaborative
filtering for top-N item recommendation},
journal = {Neurocomputing},
volume = {268},
pages = {17--26},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2016.12.090},
doi = {10.1016/J.NEUCOM.2016.12.090},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/PolatoA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DoniniA17,
author = {Michele Donini and
Fabio Aiolli},
title = {Learning deep kernels in the space of dot product polynomials},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1245--1269},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5590-8},
doi = {10.1007/S10994-016-5590-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DoniniA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DoniniNLAC17,
author = {Michele Donini and
Nicol{\`{o}} Navarin and
Ivano Lauriola and
Fabio Aiolli and
Fabrizio Costa},
title = {Fast hyperparameter selection for graph kernels via subsampling and
multiple kernel learning},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-140.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DoniniNLAC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LauriolaDA17,
author = {Ivano Lauriola and
Michele Donini and
Fabio Aiolli},
title = {Learning dot-product polynomials for multiclass problems},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-120.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LauriolaDA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LauriolaPA17,
author = {Ivano Lauriola and
Mirko Polato and
Fabio Aiolli},
editor = {Alessandra Lintas and
Stefano Rovetta and
Paul F. M. J. Verschure and
Alessandro E. P. Villa},
title = {Radius-Margin Ratio Optimization for Dot-Product Boolean Kernel Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2017 - 26th
International Conference on Artificial Neural Networks, Alghero, Italy,
September 11-14, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10614},
pages = {183--191},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68612-7\_21},
doi = {10.1007/978-3-319-68612-7\_21},
timestamp = {Fri, 27 Mar 2020 08:51:30 +0100},
biburl = {https://dblp.org/rec/conf/icann/LauriolaPA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PolatoLA17,
author = {Mirko Polato and
Ivano Lauriola and
Fabio Aiolli},
editor = {Alessandra Lintas and
Stefano Rovetta and
Paul F. M. J. Verschure and
Alessandro E. P. Villa},
title = {Classification of Categorical Data in the Feature Space of Monotone
DNFs},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2017 - 26th
International Conference on Artificial Neural Networks, Alghero, Italy,
September 11-14, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10614},
pages = {279--286},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68612-7\_32},
doi = {10.1007/978-3-319-68612-7\_32},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/PolatoLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iir/PolatoA17,
author = {Mirko Polato and
Fabio Aiolli},
editor = {Fabio Crestani and
Tommaso Di Noia and
Raffaele Perego},
title = {Disjunctive Boolean Kernels-based Collaborative Filtering for top-N
Item Recommendation},
booktitle = {Proceedings of the 8th Italian Information Retrieval Workshop, Lugano,
Switzerland, June 05-07, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1911},
pages = {97--100},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1911/17.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:48 +0100},
biburl = {https://dblp.org/rec/conf/iir/PolatoA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AiolliBHK16,
author = {Fabio Aiolli and
Kerstin Bunte and
Romain H{\'{e}}rault and
Mikhail F. Kanevski},
title = {Special issue: Advances in artificial neural networks, machine learning
and computational intelligenceSelected papers from the 23rd European
Symposium on Artificial Neural Networks {(ESANN} 2015)},
journal = {Neurocomputing},
volume = {192},
pages = {1--2},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2016.02.005},
doi = {10.1016/J.NEUCOM.2016.02.005},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AiolliBHK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/puc/CimanDGA16,
author = {Matteo Ciman and
Michele Donini and
Ombretta Gaggi and
Fabio Aiolli},
title = {Stairstep recognition and counting in a serious Game for increasing
users' physical activity},
journal = {Pers. Ubiquitous Comput.},
volume = {20},
number = {6},
pages = {1015--1033},
year = {2016},
url = {https://doi.org/10.1007/s00779-016-0968-y},
doi = {10.1007/S00779-016-0968-Y},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/puc/CimanDGA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AiolliP16,
author = {Fabio Aiolli and
Mirko Polato},
title = {Kernel based collaborative filtering for very large scale top-N item
recommendation},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-111.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AiolliP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoNDAA16,
author = {Luca Oneto and
Nicol{\`{o}} Navarin and
Michele Donini and
Fabio Aiolli and
Davide Anguita},
title = {Advances in Learning with Kernels: Theory and Practice in a World
of growing Constraints},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-21.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoNDAA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoNDSAA16,
author = {Luca Oneto and
Nicol{\`{o}} Navarin and
Michele Donini and
Alessandro Sperduti and
Fabio Aiolli and
Davide Anguita},
title = {Measuring the Expressivity of Graph Kernels through the Rademacher
Complexity},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-150.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoNDSAA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PolatoA16,
author = {Mirko Polato and
Fabio Aiolli},
editor = {Fabian Abel and
Andr{\'{a}}s A. Bencz{\'{u}}r and
Daniel Kohlsdorf and
Martha A. Larson and
R{\'{o}}bert P{\'{a}}lovics},
title = {A preliminary study on a recommender system for the job recommendation
challenge},
booktitle = {Proceedings of the 2016 Recommender Systems Challenge, RecSys Challenge
2016, Boston, Massachusetts, USA, September 15, 2016},
pages = {1:1--1:4},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2987538.2987549},
doi = {10.1145/2987538.2987549},
timestamp = {Fri, 06 Dec 2019 16:44:06 +0100},
biburl = {https://dblp.org/rec/conf/recsys/PolatoA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PolatoA16,
author = {Mirko Polato and
Fabio Aiolli},
title = {Exploiting sparsity to build efficient kernel based collaborative
filtering for top-N item recommendation},
journal = {CoRR},
volume = {abs/1612.05729},
year = {2016},
url = {http://arxiv.org/abs/1612.05729},
eprinttype = {arXiv},
eprint = {1612.05729},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PolatoA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PolatoA16a,
author = {Mirko Polato and
Fabio Aiolli},
title = {Disjunctive Boolean Kernels for Collaborative Filtering in Top-N Recommendation},
journal = {CoRR},
volume = {abs/1612.07025},
year = {2016},
url = {http://arxiv.org/abs/1612.07025},
eprinttype = {arXiv},
eprint = {1612.07025},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PolatoA16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AiolliD15,
author = {Fabio Aiolli and
Michele Donini},
title = {EasyMKL: a scalable multiple kernel learning algorithm},
journal = {Neurocomputing},
volume = {169},
pages = {215--224},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.11.078},
doi = {10.1016/J.NEUCOM.2014.11.078},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/AiolliD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/AiolliMS15,
author = {Fabio Aiolli and
Giovanni Da San Martino and
Alessandro Sperduti},
title = {An Efficient Topological Distance-Based Tree Kernel},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {5},
pages = {1115--1120},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2329331},
doi = {10.1109/TNNLS.2014.2329331},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/AiolliMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bolon-CanedoDA15,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Michele Donini and
Fabio Aiolli},
title = {Feature and kernel learning},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-13.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bolon-CanedoDA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/AiolliDNS15,
author = {Fabio Aiolli and
Michele Donini and
Nicol{\`{o}} Navarin and
Alessandro Sperduti},
title = {Multiple Graph-Kernel Learning},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
Cape Town, South Africa, December 7-10, 2015},
pages = {1607--1614},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SSCI.2015.226},
doi = {10.1109/SSCI.2015.226},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ssci/AiolliDNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AiolliD14,
author = {Fabio Aiolli and
Michele Donini},
title = {Easy multiple kernel learning},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-129.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AiolliD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AiolliD14,
author = {Fabio Aiolli and
Michele Donini},
editor = {Stefan Wermter and
Cornelius Weber and
Wlodzislaw Duch and
Timo Honkela and
Petia D. Koprinkova{-}Hristova and
Sven Magg and
G{\"{u}}nther Palm and
Alessandro E. P. Villa},
title = {Learning Anisotropic {RBF} Kernels},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th
International Conference on Artificial Neural Networks, Hamburg, Germany,
September 15-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8681},
pages = {515--522},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11179-7\_65},
doi = {10.1007/978-3-319-11179-7\_65},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/AiolliD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobiquitous/AiolliCDG14,
author = {Fabio Aiolli and
Matteo Ciman and
Michele Donini and
Ombretta Gaggi},
editor = {Moustafa Youssef and
Cecilia Mascolo and
Fahim Kawsar},
title = {ClimbTheWorld: real-time stairstep counting to increase physical activity},
booktitle = {11th International Conference on Mobile and Ubiquitous Systems: Computing,
Networking and Services, {MOBIQUITOUS} 2014, London, United Kingdom,
December 2-5, 2014},
pages = {218--227},
publisher = {{ICST} / {ACM}},
year = {2014},
url = {https://doi.org/10.4108/icst.mobiquitous.2014.258013},
doi = {10.4108/ICST.MOBIQUITOUS.2014.258013},
timestamp = {Wed, 24 Feb 2021 08:54:23 +0100},
biburl = {https://dblp.org/rec/conf/mobiquitous/AiolliCDG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Aiolli14,
author = {Fabio Aiolli},
editor = {Alfred Kobsa and
Michelle X. Zhou and
Martin Ester and
Yehuda Koren},
title = {Convex {AUC} optimization for top-N recommendation with implicit feedback},
booktitle = {Eighth {ACM} Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, {USA} - October 06 - 10, 2014},
pages = {293--296},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2645710.2645770},
doi = {10.1145/2645710.2645770},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/Aiolli14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iir/Aiolli13,
author = {Fabio Aiolli},
editor = {Roberto Basili and
Fabrizio Sebastiani and
Giovanni Semeraro},
title = {A Preliminary Study on a Recommender System for the Million Songs
Dataset Challenge},
booktitle = {Proceedings of the 4th Italian Information Retrieval Workshop, Pisa,
Italy, January 16-17, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {964},
pages = {73--83},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-964/paper12.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:48 +0100},
biburl = {https://dblp.org/rec/conf/iir/Aiolli13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Aiolli13,
author = {Fabio Aiolli},
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {Efficient top-n recommendation for very large scale binary rated datasets},
booktitle = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
pages = {273--280},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2507157.2507189},
doi = {10.1145/2507157.2507189},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/Aiolli13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/SanaviaAMBC12,
author = {Tiziana Sanavia and
Fabio Aiolli and
Giovanni Da San Martino and
Andrea Bisognin and
Barbara Di Camillo},
title = {Improving biomarker list stability by integration of biological knowledge
in the learning process},
journal = {{BMC} Bioinform.},
volume = {13},
number = {{S-4}},
pages = {S22},
year = {2012},
url = {https://doi.org/10.1186/1471-2105-13-S4-S22},
doi = {10.1186/1471-2105-13-S4-S22},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/SanaviaAMBC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Aiolli12,
author = {Fabio Aiolli},
editor = {Isabelle Guyon and
Gideon Dror and
Vincent Lemaire and
Graham W. Taylor and
Daniel L. Silver},
title = {Transfer Learning by Kernel Meta-Learning},
booktitle = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
Bellevue, Washington, USA, July 2, 2011},
series = {{JMLR} Proceedings},
volume = {27},
pages = {81--95},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v27/aiolli12a.html},
timestamp = {Wed, 02 Sep 2020 16:33:18 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Aiolli12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/AiolliBS11,
author = {Fabio Aiolli and
Andrea Burattin and
Alessandro Sperduti},
editor = {Florian Daniel and
Kamel Barkaoui and
Schahram Dustdar},
title = {A Business Process Metric Based on the Alpha Algorithm Relations},
booktitle = {Business Process Management Workshops - {BPM} 2011 International Workshops,
Clermont-Ferrand, France, August 29, 2011, Revised Selected Papers,
Part {I}},
series = {Lecture Notes in Business Information Processing},
volume = {99},
pages = {141--146},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-28108-2\_13},
doi = {10.1007/978-3-642-28108-2\_13},
timestamp = {Sun, 02 Jun 2019 21:21:25 +0200},
biburl = {https://dblp.org/rec/conf/bpm/AiolliBS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AiolliMS11,
author = {Fabio Aiolli and
Giovanni Da San Martino and
Alessandro Sperduti},
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Extending Tree Kernels with Topological Information},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6791},
pages = {142--149},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21735-7\_18},
doi = {10.1007/978-3-642-21735-7\_18},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AiolliMS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AiolliMS10,
author = {Fabio Aiolli and
Giovanni Da San Martino and
Alessandro Sperduti},
editor = {Konstantinos I. Diamantaras and
Wlodek Duch and
Lazaros S. Iliadis},
title = {A New Tree Kernel Based on {SOM-SD}},
booktitle = {Artificial Neural Networks - {ICANN} 2010, 20th International Conference,
Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6353},
pages = {49--58},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15822-3\_6},
doi = {10.1007/978-3-642-15822-3\_6},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AiolliMS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/AiolliS10,
author = {Fabio Aiolli and
Alessandro Sperduti},
editor = {Johannes F{\"{u}}rnkranz and
Eyke H{\"{u}}llermeier},
title = {A Preference Optimization Based Unifying Framework for Supervised
Learning Problems},
booktitle = {Preference Learning},
pages = {19--42},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14125-6\_2},
doi = {10.1007/978-3-642-14125-6\_2},
timestamp = {Mon, 29 May 2017 13:41:07 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/AiolliS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcgt/AiolliP09,
author = {Fabio Aiolli and
Claudio E. Palazzi},
title = {Enhancing Artificial Intelligence on a Real Mobile Game},
journal = {Int. J. Comput. Games Technol.},
volume = {2009},
pages = {456169:1--456169:9},
year = {2009},
url = {https://doi.org/10.1155/2009/456169},
doi = {10.1155/2009/456169},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcgt/AiolliP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/AiolliCSS09,
author = {Fabio Aiolli and
Riccardo Cardin and
Fabrizio Sebastiani and
Alessandro Sperduti},
title = {Preferential text classification: learning algorithms and evaluation
measures},
journal = {Inf. Retr.},
volume = {12},
number = {5},
pages = {559--580},
year = {2009},
url = {https://doi.org/10.1007/s10791-008-9071-y},
doi = {10.1007/S10791-008-9071-Y},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ir/AiolliCSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/AiolliMHS09,
author = {Fabio Aiolli and
Giovanni Da San Martino and
Markus Hagenbuchner and
Alessandro Sperduti},
title = {Learning Nonsparse Kernels by Self-Organizing Maps for Structured
Data},
journal = {{IEEE} Trans. Neural Networks},
volume = {20},
number = {12},
pages = {1938--1949},
year = {2009},
url = {https://doi.org/10.1109/TNN.2009.2033473},
doi = {10.1109/TNN.2009.2033473},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/AiolliMHS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/AiolliFS09,
author = {Fabio Aiolli and
Michele De Filippo De Grazia and
Alessandro Sperduti},
title = {Application of the preference learning model to a human resources
selection task},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2009, part of the {IEEE} Symposium Series
on Computational Intelligence 2009, Nashville, TN, USA, March 30,
2009 - April 2, 2009},
pages = {203--210},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CIDM.2009.4938650},
doi = {10.1109/CIDM.2009.4938650},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/AiolliFS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AiolliS09,
author = {Fabio Aiolli and
Alessandro Sperduti},
title = {Supervised learning as preference optimization},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-4.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AiolliS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AiolliMS09,
author = {Fabio Aiolli and
Giovanni Da San Martino and
Alessandro Sperduti},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Route kernels for trees},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {17--24},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553377},
doi = {10.1145/1553374.1553377},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AiolliMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/AiolliC09,
author = {Fabio Aiolli and
Arianna Ciula},
editor = {Francesco Masulli and
Alessio Micheli and
Alessandro Sperduti},
title = {A case study on the System for Paleographic Inspections {(SPI):} challenges
and new developments},
booktitle = {Computational Intelligence and Bioengineering - Essays in Memory of
Antonina Starita},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {196},
pages = {53--66},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-010-0-53},
doi = {10.3233/978-1-60750-010-0-53},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/faia/AiolliC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/AiolliMHS09,
author = {Fabio Aiolli and
Giovanni Da San Martino and
Markus Hagenbuchner and
Alessandro Sperduti},
editor = {Monica Bianchini and
Marco Maggini and
Franco Scarselli and
Lakhmi C. Jain},
title = {Self-Organizing Maps for Structured Domains: Theory, Models, and Learning
of Kernels},
booktitle = {Innovations in Neural Information Paradigms and Applications},
series = {Studies in Computational Intelligence},
volume = {247},
pages = {9--42},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04003-0\_2},
doi = {10.1007/978-3-642-04003-0\_2},
timestamp = {Sat, 30 Sep 2023 10:30:33 +0200},
biburl = {https://dblp.org/rec/series/sci/AiolliMHS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ercim/AiolliCSS09,
author = {Fabio Aiolli and
Riccardo Cardin and
Fabrizio Sebastiani and
Alessandro Sperduti},
title = {Preferential Text Classification: Learning Algorithms and Evaluation
Measures},
journal = {{ERCIM} News},
volume = {2009},
number = {76},
year = {2009},
url = {http://ercim-news.ercim.eu/en76/rd/preferential-text-classification-learning-algorithms-and-evaluation-measures},
timestamp = {Wed, 22 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ercim/AiolliCSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AiolliMS08,
author = {Fabio Aiolli and
Giovanni Da San Martino and
Alessandro Sperduti},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {A Kernel Method for the Optimization of the Margin Distribution},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {305--314},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_32},
doi = {10.1007/978-3-540-87536-9\_32},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AiolliMS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip/AiolliP08,
author = {Fabio Aiolli and
Claudio Enrico Palazzi},
editor = {Paolo Ciancarini and
Ryohei Nakatsu and
Matthias Rauterberg and
Marco Roccetti},
title = {Enhancing Artificial Intelligence in Games by Learning the Opponent's
Playing Style},
booktitle = {New Frontiers for Entertainment Computing - {IFIP} 20th World Computer
Congress, First {IFIP} Entertainment Computing Symposium, {ECS} 2008,
September 7-10, 2008, Milano, Italy},
series = {{IFIP}},
volume = {279},
pages = {1--10},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-09701-5\_1},
doi = {10.1007/978-0-387-09701-5\_1},
timestamp = {Fri, 27 Mar 2020 08:54:35 +0100},
biburl = {https://dblp.org/rec/conf/ifip/AiolliP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/AiolliMSM07,
author = {Fabio Aiolli and
Giovanni Da San Martino and
Alessandro Sperduti and
Alessandro Moschitti},
title = {Efficient Kernel-based Learning for Trees},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2007, part of the {IEEE} Symposium Series
on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April
2007},
pages = {308--315},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/CIDM.2007.368889},
doi = {10.1109/CIDM.2007.368889},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidm/AiolliMSM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AiolliMSH07,
author = {Fabio Aiolli and
Giovanni Da San Martino and
Alessandro Sperduti and
Markus Hagenbuchner},
title = {"Kernelized" Self-Organizing Maps for Structured Data},
booktitle = {15th European Symposium on Artificial Neural Networks, {ESANN} 2007,
Bruges, Belgium, April 25-27, 2007, Proceedings},
pages = {19--24},
year = {2007},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2007-57.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AiolliMSH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AiolliSS07,
author = {Fabio Aiolli and
Fabrizio Sebastiani and
Alessandro Sperduti},
title = {Preference Learning for Category-Ranking based Interactive Text Categorization},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {2034--2039},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371271},
doi = {10.1109/IJCNN.2007.4371271},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AiolliSS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AiolliMSM06,
author = {Fabio Aiolli and
Giovanni Da San Martino and
Alessandro Sperduti and
Alessandro Moschitti},
title = {Fast On-line Kernel Learning for Trees},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {787--791},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.69},
doi = {10.1109/ICDM.2006.69},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AiolliMSM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AiolliS05,
author = {Fabio Aiolli and
Alessandro Sperduti},
title = {Multiclass Classification with Multi-Prototype Support Vector Machines},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {817--850},
year = {2005},
url = {http://jmlr.org/papers/v6/aiolli05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AiolliS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Aiolli05,
author = {Fabio Aiolli},
title = {A Preference Model for Structured Supervised Learning Tasks},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {557--560},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.11},
doi = {10.1109/ICDM.2005.11},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Aiolli05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/it/Aiolli04,
author = {Fabio Aiolli},
title = {Large margin multiclass learning},
school = {University of Pisa, Italy},
year = {2004},
url = {https://opac.bncf.firenze.sbn.it/bncf-prod/resource?uri=BNI0028188},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/it/Aiolli04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AiolliS04,
author = {Fabio Aiolli and
Alessandro Sperduti},
title = {Learning Preferences for Multiclass Problems},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {17--24},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/5b168fdba5ee5ea262cc2d4c0b457697-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AiolliS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AiolliS03,
author = {Fabio Aiolli and
Alessandro Sperduti},
editor = {Georg Gottlob and
Toby Walsh},
title = {Multi-prototype Support Vector Machine},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {541--546},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/080.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:41 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AiolliS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/AiolliS02,
author = {Fabio Aiolli and
Alessandro Sperduti},
title = {A re-weighting strategy for improving margins},
journal = {Artif. Intell.},
volume = {137},
number = {1-2},
pages = {197--216},
year = {2002},
url = {https://doi.org/10.1016/S0004-3702(02)00122-4},
doi = {10.1016/S0004-3702(02)00122-4},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/AiolliS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nnsp/AiolliS02,
author = {Fabio Aiolli and
Alessandro Sperduti},
title = {An efficient SMO-like algorithm for multiclass {SVM}},
booktitle = {Proceedings of the 12th {IEEE} Workshop on Neural Networks for Signal
Processing, {NNSP} 2002, Martigny, Valais, Switzerland, September
4-6, 2002},
pages = {297--306},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/NNSP.2002.1030041},
doi = {10.1109/NNSP.2002.1030041},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/nnsp/AiolliS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AiolliS01,
author = {Fabio Aiolli and
Alessandro Sperduti},
editor = {Bernhard Nebel},
title = {A Simple Additive Re-weighting Strategy for Improving Margins},
booktitle = {Proceedings of the Seventeenth International Joint Conference on Artificial
Intelligence, {IJCAI} 2001, Seattle, Washington, USA, August 4-10,
2001},
pages = {927--934},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Tue, 20 Aug 2019 16:18:14 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AiolliS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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