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Probabilistic inductive constraint logic

Machine learning, 2021-04, Vol.110 (4), p.723-754

2021

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Learning hierarchical probabilistic logic programs

Machine learning, 2021-07, Vol.110 (7), p.1637-1693

2021

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AIIA 99: Advances in Artificial Intelligence: 6th Congress of Italian Association for Artificial Intelligence Bologna, Italy, September 14–17, 1999 Selected Papers

2000

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Integration between constrained optimization and deep networks: a survey

Frontiers in artificial intelligence, 2024-06, Vol.7, p.1414707

2024

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Extensions of Logic Programming: Third International Workshop, ELP '92 Bologna, Italy, February 26–28, 1992 Proceedings

1993

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Studying Transaction Fees in the Bitcoin Blockchain with Probabilistic Logic Programming

Information (Basel), 2019-11, Vol.10 (11), p.335

2019

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Symbolic DNN-Tuner: A Python and ProbLog-based system for optimizing Deep Neural Networks hyperparameters

SoftwareX, 2022-01, Vol.17, p.100957, Article 100957

2022

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Economic and organizational impact of a clinical decision support system on laboratory test ordering

BMC medical informatics and decision making, 2017-12, Vol.17 (1), p.179-179, Article 179

2017

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Dischargeable Obligations in the CIFF Framework

Fundamenta informaticae, 2020-12, Vol.176 (3-4), p.321-348

2020

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A semantics for Hybrid Probabilistic Logic programs with function symbols

Artificial intelligence, 2021-05, Vol.294, p.103452, Article 103452

2021

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AIIA 2015 Advances in Artificial Intelligence: XIVth International Conference of the Italian Association for Artificial Intelligence, Ferrara, Italy, September 23-25, 2015, Proceedings

1st ed. 2015, 2015

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Symbolic DNN-Tuner

Machine learning, 2022-02, Vol.111 (2), p.625-650

2022

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GRD-Net: Generative-Reconstructive-Discriminative Anomaly Detection with Region of Interest Attention Module

International journal of intelligent systems, 2023-09, Vol.2023, p.1-18

2023

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Exploiting CNN’s visual explanations to drive anomaly detection

Applied intelligence (Dordrecht, Netherlands), 2024, Vol.54 (1), p.414-427

2024

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Editorial: 29th International conference on logic programming special issue – ADDENDUM

Theory and practice of logic programming, 2018-01, Vol.18 (1), p.121-121

2018

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Probabilistic logic programming on the web

Software, practice & experience, 2016-10, Vol.46 (10), p.1381-1396

2016

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Proceedings 38th International Conference on Logic Programming: Exploiting Parameters Learning for Hyper-parameters Optimization in Deep Neural Networks

Electronic proceedings in theoretical computer science, 2022-08, Vol.364, p.143-146

2022

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Neural-Symbolic Ensemble Learning for early-stage prediction of critical state of Covid-19 patients

Medical & biological engineering & computing, 2022-12, Vol.60 (12), p.3461-3474

2022

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Probabilistic Description Logics under the distribution semantics

Semantic Web, 2015-08, Vol.6 (5), p.477-501

2015

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Tableau reasoning for description logics and its extension to probabilities

Annals of mathematics and artificial intelligence, 2018-03, Vol.82 (1-3), p.101-130

2018

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A survey of lifted inference approaches for probabilistic logic programming under the distribution semantics

International journal of approximate reasoning, 2017-01, Vol.80, p.313-333

2017

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Proceedings 37th International Conference on Logic Programming (Technical Communications): Summary of Semantics for Hybrid Probabilistic Logic Programs with Function Symbols

Electronic proceedings in theoretical computer science, 2021-09, Vol.345, p.234-235

2021

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Nonground Abductive Logic Programming with Probabilistic Integrity Constraints

Theory and practice of logic programming, 2021-09, Vol.21 (5), p.557-574

2021

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Accountable Protocols in Abductive Logic Programming

ACM transactions on Internet technology, 2018-11, Vol.18 (4), p.1-20

2018

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Proceedings 36th International Conference on Logic Programming (Technical Communications): Accountable Protocols in Abductive Logic Programming (Extended Abstract)

Electronic proceedings in theoretical computer science, 2020-09, Vol.325, p.276-277

2020

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Probabilistic inductive constraint logic

Learning hierarchical probabilistic logic programs

AIIA 99: Advances in Artificial Intelligence: 6th Congress of Italian Association for Artificial Intelligence Bologna, Italy, September 14–17, 1999 Selected Papers

Integration between constrained optimization and deep networks: a survey

Extensions of Logic Programming: Third International Workshop, ELP '92 Bologna, Italy, February 26–28, 1992 Proceedings

Studying Transaction Fees in the Bitcoin Blockchain with Probabilistic Logic Programming

Symbolic DNN-Tuner: A Python and ProbLog-based system for optimizing Deep Neural Networks hyperparameters

Economic and organizational impact of a clinical decision support system on laboratory test ordering

Dischargeable Obligations in the CIFF Framework

A semantics for Hybrid Probabilistic Logic programs with function symbols

AIIA 2015 Advances in Artificial Intelligence: XIVth International Conference of the Italian Association for Artificial Intelligence, Ferrara, Italy, September 23-25, 2015, Proceedings

Symbolic DNN-Tuner

GRD-Net: Generative-Reconstructive-Discriminative Anomaly Detection with Region of Interest Attention Module

Exploiting CNN’s visual explanations to drive anomaly detection

Editorial: 29th International conference on logic programming special issue – ADDENDUM

Probabilistic logic programming on the web

Proceedings 38th International Conference on Logic Programming: Exploiting Parameters Learning for Hyper-parameters Optimization in Deep Neural Networks

Neural-Symbolic Ensemble Learning for early-stage prediction of critical state of Covid-19 patients

Probabilistic Description Logics under the distribution semantics

Tableau reasoning for description logics and its extension to probabilities

A survey of lifted inference approaches for probabilistic logic programming under the distribution semantics

Proceedings 37th International Conference on Logic Programming (Technical Communications): Summary of Semantics for Hybrid Probabilistic Logic Programs with Function Symbols

Nonground Abductive Logic Programming with Probabilistic Integrity Constraints

Accountable Protocols in Abductive Logic Programming

Proceedings 36th International Conference on Logic Programming (Technical Communications): Accountable Protocols in Abductive Logic Programming (Extended Abstract)

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