@article{AzzBelKieRig24-TPLP-IJ,
title = {Solving Decision Theory Problems with Probabilistic Answer Set Programming},
author = {Damiano Azzolini and Elena Bellodi and Rafael Kiesel and Fabrizio Riguzzi},
year = {2024},
journal = {Theory and Practice of Logic Programming},
publisher = {Cambridge University Press},
pdf = {https://arxiv.org/pdf/2408.11371},
url = {https://arxiv.org/abs/2408.11371}
}
@article{AzzRig24-TPLP-IJ,
title = {Probabilistic Answer Set Programming with Discrete and Continuous Random Variables},
doi = {10.1017/S1471068424000437},
journal = {Theory and Practice of Logic Programming},
publisher = {Cambridge University Press},
author = {Azzolini, Damiano and Riguzzi, Fabrizio},
year = {2024},
pages = {1--32},
url = {https://www.cambridge.org/core/journals/theory-and-practice-of-logic-programming/article/probabilistic-answer-set-programming-with-discrete-and-continuous-random-variables/2BE5A5EAEFFA47D29CA57C2969FF1B9E}
}
@article{AzzRig24-ICLP-IJ,
title = {Fast Inference for Probabilistic Answer Set Programs via the Residual Program},
author = {Damiano Azzolini and Fabrizio Riguzzi},
year = {2024},
url = {https://arxiv.org/abs/2408.07524},
pdf = {https://arxiv.org/pdf/2408.07524},
journal = {Theory and Practice of Logic Programming},
publisher = {Cambridge University Press}
}
@article{AzzGenRig24-ICLP-IJ,
title = {Symbolic Parameter Learning in Probabilistic Answer Set Programming},
author = {Damiano Azzolini and Elisabetta Gentili and Fabrizio Riguzzi},
year = {2024},
pdf = {https://arxiv.org/abs/2408.08732},
url = {https://arxiv.org/pdf/2408.08732},
journal = {Theory and Practice of Logic Programming},
publisher = {Cambridge University Press}
}
@inproceedings{AzzBizzFracBertLam23-CSCI-IC,
author = {Azzolini, Damiano and Bizzarri, Alice and Fraccaroli, Michele and Bertasi, Francesco and Lamma, Evelina},
booktitle = {2023 International Conference on Computational Science and Computational Intelligence (CSCI)},
title = {A Machine Learning Pipeline to Analyse Multispectral and Hyperspectral Images: Full/Regular Research Paper (CSCI-RTHI)},
year = {2023},
volume = {},
number = {},
pages = {1306-1311},
doi = {10.1109/CSCI62032.2023.00216}
}
@inproceedings{AzzBonGenRig24-CILC-NC,
title = {Logic Programming for Knowledge Graph Completion},
author = {Damiano Azzolini and Matteo Bonato and Elisabetta Gentili and Fabrizio Riguzzi},
year = {2024},
editor = {Emanuele {De Angelis} and Maurizio Proietti},
booktitle = {Proceedings of the 39th Italian Conference on Computational Logic (CILC2024)},
series = {CEUR Workshop Proceedings},
publisher = {Sun {SITE} Central Europe},
address = {Aachen, Germany},
issn = {1613-0073},
venue = {Rome, Italy},
volume = {3733},
pages = {1--14},
pdf = {https://ceur-ws.org/Vol-3733/paper4.pdf}
}
@inproceedings{AzzRig24-UAI-IC,
title = {Inference in Probabilistic Answer Set Programs with Imprecise Probabilities via Optimization},
author = {Azzolini, Damiano and Riguzzi, Fabrizio},
booktitle = {Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence},
pages = {225--234},
year = {2024},
editor = {Kiyavash, Negar and Mooij, Joris M.},
volume = {244},
series = {Proceedings of Machine Learning Research},
month = {15--19 Jul},
publisher = {PMLR},
pdf = {https://raw.githubusercontent.com/mlresearch/v244/main/assets/azzolini24a/azzolini24a.pdf},
url = {https://proceedings.mlr.press/v244/azzolini24a.html}
}
@inproceedings{AzzBelRig24-ILP-IC,
author = {Azzolini, Damiano and Bellodi, Elena and Riguzzi, Fabrizio},
editor = {Muggleton, Stephen H. and Tamaddoni-Nezhad, Alireza},
title = {Learning the Parameters of Probabilistic Answer Set Programs},
booktitle = {Inductive Logic Programming - ILP 2022},
year = {2024},
publisher = {Springer Nature Switzerland},
address = {Cham},
pages = {1--14},
isbn = {978-3-031-55630-2},
series = {Lecture Notes in Computer Science},
volume = {14363},
doi = {10.1007/978-3-031-55630-2_1},
url = {https://link.springer.com/chapter/10.1007/978-3-031-55630-2_1}
}
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