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Advances in integrating statistical inference

conference contribution
posted on 2023-06-10, 01:43 authored by Nicos Angelopoulos, Samer Abdallah, Georgios GiamasGeorgios Giamas
We present recent developments on the syntax of Real, a library for interfacing two Prolog systems to the statistical language R. We focus on the changes in Prolog syntax within SWI-Prolog that accommodate greater syntactic integration, enhanced user experience and improved features for web-services. We recount the full syntax and functionality of Real as well as presenting sister packages which include Prolog code interfacing a number of common and useful tasks that can be delegated to R. We argue that Real is a powerful extension to logic programming, providing access to a popular statistical system that has complementary strengths in areas such as machine learning, statistical inference and visualisation. Furthermore, Real has a central role to play in the uptake of computational biology and bioinformatics as application areas for research in logic programming.

History

Publication status

  • Published

Journal

CEUR Workshop Proceedings

ISSN

1613-0073

Publisher

CEUR Workshop Proceedings

Volume

1413

Page range

9-18

Event name

Proceedings of the 2nd International Workshop on Probabilistic Logic Programming (PLP 2015)

Event location

Cork, Ireland

Event type

conference

Event date

August 31st, 2015

Department affiliated with

  • Biochemistry Publications

Full text available

  • No

Peer reviewed?

  • Yes

Legacy Posted Date

2021-11-15

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