ds-coca's Introduction

DS-COCA

This library is developed to perform efficient and exact computation of Dempster's and Fagin-Halpern conditionals (DS-Conditional-One and DS-Conditional-All in C++)

Citation and Acknowledgement Policy

If you use the software, we request that the corresponding articles be cited as follows:

For computing DST operations:

@inproceedings{Polpitiya2016FUSION,
    title = {A Framework for Efficient Computation of Belief Theoretic Operations},
    author = {Polpitiya, Lalintha G. and Premaratne, Kamal and Murthi, Manohar N. and Sarkar, Dilip},
    booktitle = {Proc. 19th Int. Conf. Information Fusion (FUSION)},
    address = {Heidelberg, Germany},
    pages = {1570--1577}
    month = {July}
    year = {2016}
}

DS-Conditional-One for computing specific DST conditionals:

@inproceedings{Polpitiya2017ISIPTA,
    title = {Efficient Computation of Belief Theoretic Conditionals},
    author = {Polpitiya, Lalintha G. and Premaratne, Kamal and Murthi, Manohar N. and Sarkar, Dilip},
    booktitle = {Proc. 10th Int. Symp. Imprecise Probability: Theories and Applications (ISIPTA)},
    address = {Lugano, Switzerland},
    pages = {265--276}
    month = {July}
    year = {2017}
}

DS-Conditional-All for computing all DST conditionals:

@inproceedings{Polpitiya2020ToC,
    title = {Efficient Computation of Conditionals in the {D}empster-{S}hafer Belief Theoretic Framework},
    author = {Polpitiya, Lalintha G. and Premaratne, Kamal and Murthi, Manohar N. and Murrell, Stephen J. and Sarkar, Dilip},
    journal = {{IEEE} Transactions on Cybernetics},
    year = {2020}
    note = {to be published}
}

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