Searching for just a few words should be enough to get started. If you need to make more complex queries, use the tips below to guide you.
Issue title: Special issue devoted to the best paper presented at the 32nd Italian Conference on Computational Logic (CILC 2017)
Guest editors: Dario Della Monica, Aniello Murano and Luigi Sauro
Article type: Research Article
Authors: Tarzariol, Alice; * | Zanazzo, Eugenia | Dovier, Agostino | Policriti, Alberto
Affiliations: Dipartimento di Scienze Matematiche, Informatiche e Fisiche, Università degli Studi di Udine, Italy. [email protected], [email protected], [email protected], [email protected]
Correspondence: [*] Also works: Department of Applied Informatics, Alpen-Adria-Universität Klagenfurt, Austria. Address for correspondence: Via delle Scienze 206, 33100, Udine, Italy
Abstract: The main goal of this work is to propose a tool-chain capable of analyzing a data collection of temporally qualified (genetic) mutation profiles, i.e., a collection of DNA-sequences (genes) that present variations with respect to their “healthy” versions. We implemented a system consisting of a front-end, a reasoning core, and a post-processor: the first transforms the input data retrieved from medical databases into a set of logical facts, while the last displays the computation results as graphs. Concerning the reasoning core, we employed the Answer Set Programming paradigm, which is capable of deducing complex information from data. However, since the system is modular, this component can be replaced by any logic programming tool for different kinds of data analysis. Indeed, we tested the use of a probabilistic inductive logic programming core.
Keywords: Bioinformatics, Big Data Analysis, ASP
DOI: 10.3233/FI-2020-1975
Journal: Fundamenta Informaticae, vol. 176, no. 3-4, pp. 299-319, 2020
IOS Press, Inc.
6751 Tepper Drive
Clifton, VA 20124
USA
Tel: +1 703 830 6300
Fax: +1 703 830 2300
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
IOS Press
Nieuwe Hemweg 6B
1013 BG Amsterdam
The Netherlands
Tel: +31 20 688 3355
Fax: +31 20 687 0091
[email protected]
For editorial issues, permissions, book requests, submissions and proceedings, contact the Amsterdam office [email protected]
Inspirees International (China Office)
Ciyunsi Beili 207(CapitaLand), Bld 1, 7-901
100025, Beijing
China
Free service line: 400 661 8717
Fax: +86 10 8446 7947
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
如果您在出版方面需要帮助或有任何建, 件至: [email protected]