FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1996327711> ?p ?o ?g. }

• W1996327711 endingPage "1437" @default.
• W1996327711 startingPage "1413" @default.
• W1996327711 abstract "This paper is focused on modern approaches to machine learning, most of which are as yet used infrequently or not at all in chemoinformatics. Machine learning methods are characterized in terms of the “modes of statistical inference” and “modeling levels” nomenclature and by considering different facets of the modeling with respect to input/ouput matching, data types, models duality, and models inference. Particular attention is paid to new approaches and concepts that may provide efficient solutions of common problems in chemoinformatics: improvement of predictive performance of structure–property (activity) models, generation of structures possessing desirable properties, model applicability domain, modeling of properties with functional endpoints (e.g., phase diagrams and dose–response curves), and accounting for multiple molecular species (e.g., conformers or tautomers)." @default.
• W1996327711 created "2016-06-24" @default.
• W1996327711 creator A5070041767 @default.
• W1996327711 creator A5090062144 @default.
• W1996327711 date "2012-05-25" @default.
• W1996327711 modified "2023-09-30" @default.
• W1996327711 title "Machine Learning Methods for Property Prediction in Chemoinformatics: <i>Quo Vadis</i>?" @default.
• W1996327711 cites W1479807131 @default.
• W1996327711 cites W1480376833 @default.
• W1996327711 cites W1481666845 @default.
• W1996327711 cites W1486079168 @default.
• W1996327711 cites W1498720277 @default.
• W1996327711 cites W1499399937 @default.
• W1996327711 cites W1510073064 @default.
• W1996327711 cites W1515020792 @default.
• W1996327711 cites W1515081291 @default.
• W1996327711 cites W1520346077 @default.
• W1996327711 cites W1524482675 @default.
• W1996327711 cites W1540105270 @default.
• W1996327711 cites W1545231783 @default.
• W1996327711 cites W1551938436 @default.
• W1996327711 cites W1560734048 @default.
• W1996327711 cites W1560964662 @default.
• W1996327711 cites W1566292651 @default.
• W1996327711 cites W1567643781 @default.
• W1996327711 cites W1567664112 @default.
• W1996327711 cites W1568011753 @default.
• W1996327711 cites W1570148204 @default.
• W1996327711 cites W1576977709 @default.
• W1996327711 cites W1578080815 @default.
• W1996327711 cites W1578763075 @default.
• W1996327711 cites W1592054158 @default.
• W1996327711 cites W1595917421 @default.
• W1996327711 cites W1596696325 @default.
• W1996327711 cites W1602595918 @default.
• W1996327711 cites W1603068983 @default.
• W1996327711 cites W1603304768 @default.
• W1996327711 cites W1641749581 @default.
• W1996327711 cites W1665715489 @default.
• W1996327711 cites W1678356000 @default.
• W1996327711 cites W1755706264 @default.
• W1996327711 cites W1823976324 @default.
• W1996327711 cites W1878852850 @default.
• W1996327711 cites W1958945228 @default.
• W1996327711 cites W1966566667 @default.
• W1996327711 cites W1967042264 @default.
• W1996327711 cites W1969743763 @default.
• W1996327711 cites W1970088130 @default.
• W1996327711 cites W1970451752 @default.
• W1996327711 cites W1971582954 @default.
• W1996327711 cites W1973420497 @default.
• W1996327711 cites W1976554639 @default.
• W1996327711 cites W1977348802 @default.
• W1996327711 cites W1977405994 @default.
• W1996327711 cites W1977873007 @default.
• W1996327711 cites W1978569543 @default.
• W1996327711 cites W1983691152 @default.
• W1996327711 cites W1984524663 @default.
• W1996327711 cites W1984811139 @default.
• W1996327711 cites W1985104873 @default.
• W1996327711 cites W1987902506 @default.
• W1996327711 cites W1988195734 @default.
• W1996327711 cites W1990399577 @default.
• W1996327711 cites W1990810992 @default.
• W1996327711 cites W1991597248 @default.
• W1996327711 cites W1992008046 @default.
• W1996327711 cites W1992229282 @default.
• W1996327711 cites W1996824494 @default.
• W1996327711 cites W2000349061 @default.
• W1996327711 cites W2000484421 @default.
• W1996327711 cites W2001515828 @default.
• W1996327711 cites W2003032055 @default.
• W1996327711 cites W2003752196 @default.
• W1996327711 cites W2003839241 @default.
• W1996327711 cites W2005972291 @default.
• W1996327711 cites W2010700988 @default.
• W1996327711 cites W2010990026 @default.
• W1996327711 cites W2012545294 @default.
• W1996327711 cites W2013237919 @default.
• W1996327711 cites W2013561300 @default.
• W1996327711 cites W2014229729 @default.
• W1996327711 cites W2014725748 @default.
• W1996327711 cites W2014932484 @default.
• W1996327711 cites W2015904350 @default.
• W1996327711 cites W2018590585 @default.
• W1996327711 cites W2018810220 @default.
• W1996327711 cites W2018821019 @default.
• W1996327711 cites W2019966295 @default.
• W1996327711 cites W2021367230 @default.
• W1996327711 cites W2023639956 @default.
• W1996327711 cites W2026610312 @default.
• W1996327711 cites W2026945431 @default.
• W1996327711 cites W2026971347 @default.
• W1996327711 cites W2027500887 @default.
• W1996327711 cites W2029533715 @default.
• W1996327711 cites W2030384053 @default.
• W1996327711 cites W2030766291 @default.
• W1996327711 cites W2034286875 @default.

• next