dc.contributor.author | Papatheodorou, I. | en |
dc.contributor.author | Kakas, Antonis C. | en |
dc.contributor.author | Sergot, M. | en |
dc.creator | Papatheodorou, I. | en |
dc.creator | Kakas, Antonis C. | en |
dc.creator | Sergot, M. | en |
dc.date.accessioned | 2019-11-13T10:41:51Z | |
dc.date.available | 2019-11-13T10:41:51Z | |
dc.date.issued | 2005 | |
dc.identifier.issn | 0302-9743 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/54779 | |
dc.description.abstract | We describe an application of Abductive Logic Programming (ALP) to the analysis of an important class of DNA microarray experiments. We develop an ALP theory that provides a simple and general model of how gene interactions can cause changes in observable expression levels of genes. Input to the procedure are the observed microarray results | en |
dc.description.abstract | output are hypotheses about possible gene interactions that explain the observed effects. We apply and evaluate our approach on microarray experiments on M. tuberculosis and S. cerevisiae. © Springer-Verlag Berlin Heidelberg 2005. | en |
dc.source | 8th International Conference on Logic Programming and Nonmonotonic Reasoning, LPNMR 2005 | en |
dc.source.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-33646025238&doi=10.1007%2f11546207_33&partnerID=40&md5=8b7e1fca0edf25be4a6a537d0015f224 | |
dc.subject | DNA | en |
dc.subject | Data reduction | en |
dc.subject | Genetic engineering | en |
dc.subject | Diseases | en |
dc.subject | Arrays | en |
dc.subject | Microarrays | en |
dc.subject | Logic programming | en |
dc.subject | Abductive Logic Programming (ALP) | en |
dc.subject | Gene interactions | en |
dc.title | Inference of gene relations from microarray data by abduction | en |
dc.type | info:eu-repo/semantics/article | |
dc.identifier.doi | 10.1007/11546207_33 | |
dc.description.volume | 3662 LNAI | en |
dc.description.startingpage | 389 | |
dc.description.endingpage | 393 | |
dc.author.faculty | 002 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences | |
dc.author.department | Τμήμα Πληροφορικής / Department of Computer Science | |
dc.type.uhtype | Article | en |
dc.description.notes | <p>Conference code: 67153 | en |
dc.description.notes | Cited By :19</p> | en |
dc.source.abbreviation | Lect. Notes Comput. Sci. | en |
dc.contributor.orcid | Kakas, Antonis C. [0000-0001-6773-3944] | |
dc.gnosis.orcid | 0000-0001-6773-3944 | |