Zobrazeno 1 - 10
of 19
pro vyhledávání: '"Jurica Levatić"'
Publikováno v:
SoftwareX, Vol 24, Iss , Pp 101526- (2023)
We present CLUSplus, a machine learning framework based on decision trees specialized for complex predictive modeling tasks. We provide the scientific community with an open source Java framework that unifies several major research directions in the
Externí odkaz:
https://doaj.org/article/40b2119ce2324aefa124db07a0400147
Autor:
Matej Petković, Luke Lucas, Jurica Levatić, Martin Breskvar, Tomaž Stepišnik, Ana Kostovska, Panče Panov, Aljaž Osojnik, Redouane Boumghar, José A. Martínez-Heras, James Godfrey, Alessandro Donati, Sašo Džeroski, Nikola Simidjievski, Bernard Ženko, Dragi Kocev
Publikováno v:
Scientific Data, Vol 9, Iss 1, Pp 1-8 (2022)
Measurement(s) electric current Technology Type(s) current readings in spacecraft housekeeping telemetry Sample Characteristic - Environment outer space
Externí odkaz:
https://doaj.org/article/f24eda5597eb4c9f93340b8f0ca19f70
Publikováno v:
Nature Communications, Vol 13, Iss 1, Pp 1-19 (2022)
Mutational signatures can reveal the impact of mutagenic processes in cancer, including exposure to therapy. Here, the authors develop an approach that can accurately predict drug responses in cancer using mutational signatures while simultaneously c
Externí odkaz:
https://doaj.org/article/c4494999752b493eb8458079fa2349e1
Publikováno v:
PLoS ONE, Vol 17, Iss 1 (2022)
The mutation risk of a DNA locus depends on its oligonucleotide context. In turn, mutability of oligonucleotides varies across individuals, due to exposure to mutagenic agents or due to variable efficiency and/or accuracy of DNA repair. Such variabil
Externí odkaz:
https://doaj.org/article/6f4ab7aa4f4c4e59b7d16d7afa364fd8
Publikováno v:
Ecological Informatics. 61:101161
Many environmental problems give rise to predictive modeling tasks where several dependent variables need to be predicted simultaneousy from a given set of independent variables. When the target variables are numeric, the task at hand is called multi
Publikováno v:
Expert Systems with Applications. 158:113569
Despite the ease of collecting abundance of data about various phenomena, obtaining labeled data needed for learning models with high predictive performance remains a difficult and expensive task in many domains. This issue is particularly present in
Autor:
Redouane Boumghar, Saso Dzeroski, Jurica Levatić, Bernard Zenko, Nikola Simidjievski, Matej Petković, Martin Breskvar, Aljaz Osojnik, Dragi Kocev, Luke Lucas
The thermal subsystem of the Mars Express (MEX) spacecraft keeps the on-board equipment within its pre-defined operating temperatures range. To plan and optimize the scientific operations of MEX, its operators need to estimate in advance, as accurate
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bc4a90346faaafe9ddd8ffb29f6a20e6
http://arxiv.org/abs/1809.00542
http://arxiv.org/abs/1809.00542
Autor:
Ivana Perković, Lidija Uzelac, Marcel Kaiser, Marijeta Kralj, Fran Supek, Katja Ester, Jurica Levatić, Kristina Pavić, Matthias Rottmann, Branka Zorc
Publikováno v:
Eur J Med Chem
European Journal of Medicinal Chemistry
European Journal of Medicinal Chemistry
Primaquine (PQ) is a commonly used drug that can prevent the transmission of Plasmodium falciparum malaria, however toxicity limits its use. We prepared five groups of PQ derivatives: amides 1a-k, ureas 2a-k, semicarbazides 3a, b, acylsemicarbazides
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c9cc94ec5dcd29facd10782dfc909669
https://doi.org/10.1016/j.ejmech.2018.01.062
https://doi.org/10.1016/j.ejmech.2018.01.062
Publikováno v:
Ecological Modelling. 306:294-304
Community structure modelling studies the influence of biotic and abiotic factors on the abundance and composition of a given taxonomic group of organisms. With the advancement of measurement and sensor technology, the availability, precision and com