OSMAC: a dynamic SMAC for data streams
Automated machine learning (autoML) methods often require multiple passes over data and are computationally intensive, rendering them unsuitable for streaming scenarios where data is continuously generated and distributions evolve over time. The few existing autoML solutions for stream learning mainly rely on random search or genetic algorithms, which ...
Royer, Émile +2 more
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Discovery of new eremophilanes from the marine-derived fungus Emericellopsis maritima BC17 by culture conditions changes: evaluation of cytotoxic and antimicrobial activities [PDF]
In our previous studies, the marine-derived fungus Emericellopsis maritima BC17 was found to produce new eremophilane-type sesquiterpenoids on solid media. In order to explore its potential to produce more metabolites, E. maritima BC17 was subjected to a
Aleu Casatejada, Josefina +8 more
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Efficient subsampling for exponential family models
, 2023 We propose a novel two-stage subsampling algorithm based on optimal design principles. In the first stage, we use a density-based clustering algorithm to identify an approximating design space for the predictors from an initial subsample.
Dasgupta, Subhadra, Dette, Holger
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OSMAC Strategy: An Affordable Method for the Discovery of New Microbial Compounds
Revista Virtual de Química, 2022 Raissa Rezende Ferreira +2 more
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Multi-Satellite Attitude Prediction program/Orbiting Solar Observatory-8 (MSAP/OSO-8) operating guide [PDF]
The sun's lower corona and chromosphere and their interaction in the X-ray and ultraviolet (UV) spectral regions were investigated to better understand the transport of energy from the photosphere to the corona.
Decicco, J. M. +2 more
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In search of chemical treasure troves hidden in the sea: Exploring deep sea Actinobacteria chemical diversity by using the OSMAC approach [PDF]
, 2022 Sofia Isabel Faria Correia
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Marine Vibrionaceae as a reservoir for bioprospecting and ecology studies [PDF]
, 2016 Giubergia, Sonia
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Isolation, Structural Elucidation, and Biological Evaluation of Pyrrole-Based Alkaloids from Sea Anemone-Associated Streptomyces sp. S1502. [PDF]
Mar DrugsZhang X +5 more
europepmc +1 more source
Evaluation of culture media for the production of secondary metabolites in a natural products screening program [PDF]
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