@article(AlbBelCot17-IA-IJ,
 author       = {Marco Alberti and Elena Bellodi and Giuseppe Cota and Fabrizio Riguzzi and Riccardo Zese},
 year         = {2017},
 title        = {\texttt{cplint} on {SWISH}: Probabilistic Logical Inference with a Web Browser},
 journal      = {Intelligenza Artificiale},
 volume       = {11},
 number       = {1},
 pages        = {47--64},
 doi          = {10.3233/IA-170105},
)
@article(azzolini2019studying,
 author       = {Damiano Azzolini and Fabrizio Riguzzi and Evelina Lamma},
 year         = {2019},
 title        = {Studying Transaction Fees in the Bitcoin Blockchain with Probabilistic Logic Programming},
 journal      = {Information},
 volume       = {10},
 number       = {11},
 pages        = {335},
 doi          = {10.3390/info10110335},
)
@article(AzzRigLam21-AIJ-IJ,
 author       = {Damiano Azzolini and Fabrizio Riguzzi and Evelina Lamma},
 year         = {2021},
 title        = {A Semantics for Hybrid Probabilistic Logic Programs with Function Symbols},
 journal      = {Artificial Intelligence},
 volume       = {294},
 pages        = {103452},
 doi          = {10.1016/j.artint.2021.103452},
)
@inproceedings(AzzRigLamMas19-AIXIA-IC,
 author       = {Damiano Azzolini and Fabrizio Riguzzi and Evelina Lamma and Franco Masotti},
 year         = {2019},
 title        = {A Comparison of {MCMC} Sampling for Probabilistic Logic Programming},
 editor       = {Mario Alviano and Gianluigi Greco and Francesco Scarcello},
 booktitle    = {Proceedings of the 18th Conference of the Italian Association for Artificial Intelligence ({AI*IA2019}), Rende, Italy 19-22 November 2019},
 series       = {Lecture Notes in Computer Science},
 publisher    = {Springer},
 address      = {Heidelberg, Germany},
 doi          = {10.1007/978-3-030-35166-3\_2},
)
@inproceedings(10.1007/978-3-030-58449-8_1,
 author       = {Vaishak Belle},
 year         = {2020},
 title        = {Symbolic Logic Meets Machine Learning: A Brief Survey in Infinite Domains},
 editor       = {Jesse Davis and Karim Tabia},
 booktitle    = {Scalable Uncertainty Management},
 publisher    = {Springer International Publishing},
 address      = {Cham},
 pages        = {3--16},
 doi          = {10.1007/978-3-030-58449-8\_1},
)
@book(chow2012probability,
 author       = {Y.S. Chow and H. Teicher},
 year         = {2012},
 title        = {Probability Theory: Independence, Interchangeability, Martingales},
 series       = {Springer Texts in Statistics},
 publisher    = {Springer},
)
@article(cozman2017semantics,
 author       = {Fabio Gagliardi Cozman and Denis Deratani Mau{\'a}},
 year         = {2017},
 title        = {On the Semantics and Complexity of Probabilistic Logic Programs},
 journal      = {Journal of Artificial Intelligence Research},
 volume       = {60},
 pages        = {221--262},
 doi          = {10.1613/jair.5482},
)
@article(DBLP:journals/ml/RaedtK15,
 author       = {De Raedt, Luc and Angelika Kimmig},
 year         = {2015},
 title        = {Probabilistic (Logic) Programming Concepts},
 journal      = {Machine Learning},
 volume       = {100},
 number       = {1},
 pages        = {5--47},
 doi          = {10.1007/s10994-015-5494-z},
)
@inproceedings(DBLP:conf/ijcai/RaedtKT07,
 author       = {{De Raedt}, Luc and Angelika Kimmig and Hannu Toivonen},
 year         = {2007},
 title        = {{ProbLog}: A Probabilistic {Prolog} and Its Application in Link Discovery},
 editor       = {Manuela M. Veloso},
 booktitle    = {20th International Joint Conference on Artificial Intelligence (IJCAI 2007)},
 volume       = {7},
 publisher    = {AAAI Press/IJCAI},
 pages        = {2462--2467},
 url          = {http://www.ijcai.org/papers07/Papers/IJCAI07-396.pdf},
)
@inproceedings(DBLP:conf/ilp/GutmannJR10,
 author       = {Bernd Gutmann and Manfred Jaeger and {De Raedt}, Luc},
 year         = {2011},
 title        = {Extending ProbLog with Continuous Distributions},
 editor       = {Paolo Frasconi and Francesca A. Lisi},
 booktitle    = {20th International Conference on Inductive Logic Programming (ILP 2010)},
 series       = {LNCS},
 volume       = {6489},
 publisher    = {Springer},
 pages        = {76--91},
 doi          = {10.1007/978-3-642-21295-6\_12},
)
@article(TLP:8688161,
 author       = {Muhammad Asiful Islam and CR Ramakrishnan and IV Ramakrishnan},
 year         = {2012},
 title        = {Inference in probabilistic logic programs with continuous random variables},
 journal      = {Theory and Practice of Logic Programming},
 volume       = {12},
 pages        = {505--523},
 doi          = {10.1017/S1471068412000154},
)
@article(DBLP:journals/ai/MichelsHLV15,
 author       = {Steffen Michels and Arjen Hommersom and Peter J. F. Lucas and Marina Velikova},
 year         = {2015},
 title        = {A new probabilistic constraint logic programming language based on a generalised distribution semantics},
 journal      = {Artificial Intelligence},
 volume       = {228},
 pages        = {1--44},
 doi          = {10.1016/j.artint.2015.06.008},
)
@inproceedings(Muggleton00,
 author       = {Stephen Muggleton},
 year         = {2000},
 title        = {Learning Stochastic Logic Programs},
 editor       = {Lise Getoor and David Jensen},
 booktitle    = {Learning Statistical Models from Relational Data, Papers from the 2000 {AAAI} Workshop},
 series       = {{AAAI} Workshops},
 volume       = {{WS-00-06}},
 publisher    = {AAAI Press},
 pages        = {36--41},
)
@incollection(NguRig17-IMAKE-BC,
 author       = {{Nguembang Fadja}, Arnaud and Fabrizio Riguzzi},
 year         = {2017},
 title        = {Probabilistic Logic Programming in Action},
 editor       = {Andreas Holzinger and Randy Goebel and Massimo Ferri and Vasile Palade},
 booktitle    = {Towards Integrative Machine Learning and Knowledge Extraction},
 series       = {LNCS},
 volume       = {10344},
 publisher    = {Springer},
 doi          = {10.1007/978-3-319-69775-8\_5},
)
@article(DBLP:journals/ai/Poole97,
 author       = {David Poole},
 year         = {1997},
 title        = {The Independent Choice Logic for Modelling Multiple Agents Under Uncertainty},
 journal      = {Artificial Intelligence},
 volume       = {94},
 number       = {1-2},
 pages        = {7--56},
 doi          = {10.1016/S0004-3702(97)00027-1},
)
@article(Rig13-FI-IJ,
 author       = {Fabrizio Riguzzi},
 year         = {2013},
 title        = {{MCINTYRE}: A {Monte Carlo} System for Probabilistic Logic Programming},
 journal      = {Fundamenta Informaticae},
 volume       = {124},
 number       = {4},
 pages        = {521--541},
 doi          = {10.3233/FI-2013-847},
)
@article(Rig16-IJAR-IJ,
 author       = {Fabrizio Riguzzi},
 year         = {2016},
 title        = {The Distribution Semantics for Normal Programs with Function Symbols},
 journal      = {International Journal of Approximate Reasoning},
 volume       = {77},
 pages        = {1--19},
 doi          = {10.1016/j.ijar.2016.05.005},
)
@book(Rig18-BKaddress,
 author       = {Fabrizio Riguzzi},
 year         = {2018},
 title        = {Foundations of Probabilistic Logic Programming},
 publisher    = {River Publishers},
 address      = {Gistrup, Denmark},
)
@article(RigBelLam16-SPE-IJ,
 author       = {Fabrizio Riguzzi and Elena Bellodi and Evelina Lamma and Riccardo Zese and Giuseppe Cota},
 year         = {2016},
 title        = {Probabilistic Logic Programming on the Web},
 journal      = {Software: Practice and Experience},
 volume       = {46},
 number       = {10},
 pages        = {1381--1396},
 doi          = {10.1002/spe.2386},
)
@article(RigSwi13-TPLP-IJ,
 author       = {Fabrizio Riguzzi and Terrance Swift},
 year         = {2013},
 title        = {Well\--Definedness and Efficient Inference for Probabilistic Logic Programming under the Distribution Semantics},
 journal      = {Theory and Practice of Logic Programming},
 volume       = {13},
 number       = {2},
 pages        = {279--302},
 doi          = {10.1017/S1471068411000664},
)
@inproceedings(DBLP:conf/iclp/Sato95,
 author       = {Taisuke Sato},
 year         = {1995},
 title        = {A Statistical Learning Method for Logic Programs with Distribution Semantics},
 editor       = {Leon Sterling},
 booktitle    = {Logic Programming, Proceedings of the Twelfth International Conference on Logic Programming, Tokyo, Japan, June 13-16, 1995},
 publisher    = {MIT Press},
 pages        = {715--729},
)
@article(well-founded,
 author       = {Van Gelder, A. and K. A. Ross and J. S. Schlipf},
 year         = {1991},
 title        = {The Well-founded Semantics for General Logic Programs},
 journal      = {Journal of the ACM},
 volume       = {38},
 number       = {3},
 pages        = {620--650},
 doi          = {10.1145/116825.116838},
)
@article(DBLP:journals/tplp/VennekensDB09,
 author       = {J. Vennekens and Marc Denecker and Maurice Bruynooghe},
 year         = {2009},
 title        = {{CP}-logic: A language of causal probabilistic events and its relation to logic programming},
 journal      = {Theory and Practice of Logic Programming},
 volume       = {9},
 number       = {3},
 pages        = {245--308},
 doi          = {10.1017/S1471068409003767},
)
@inproceedings(VenVer04-ICLP04-IC,
 author       = {Joost Vennekens and Sofie Verbaeten and Maurice Bruynooghe},
 year         = {2004},
 title        = {Logic Programs With Annotated Disjunctions},
 editor       = {Bart Demoen and Vladimir Lifschitz},
 booktitle    = {20th International Conference on Logic Programming (ICLP 2004)},
 series       = {LNCS},
 volume       = {3131},
 publisher    = {Springer},
 pages        = {431--445},
 doi          = {10.1007/978-3-540-27775-0\_30},
)
@article(DBLP:journals/corr/abs-1807-00614,
 author       = {{Zuidberg Dos Martires}, Pedro and Anton Dries and {De Raedt}, Luc},
 year         = {2018},
 title        = {Knowledge Compilation with Continuous Random Variables and its Application in Hybrid Probabilistic Logic Programming},
 journal      = {CoRR},
 volume       = {abs/1807.00614},
)