Search results for "ETL"

showing 10 items of 431 documents

Adaptive sparse representation of continuous input for tsetlin machines based on stochastic searching on the line

2021

This paper introduces a novel approach to representing continuous inputs in Tsetlin Machines (TMs). Instead of using one Tsetlin Automaton (TA) for every unique threshold found when Booleanizing continuous input, we employ two Stochastic Searching on the Line (SSL) automata to learn discriminative lower and upper bounds. The two resulting Boolean features are adapted to the rest of the clause by equipping each clause with its own team of SSLs, which update the bounds during the learning process. Two standard TAs finally decide whether to include the resulting features as part of the clause. In this way, only four automata altogether represent one continuous feature (instead of potentially h…

Stochastic Searching on the Line automatonBoosting (machine learning)decision support systemTK7800-8360Computer Networks and CommunicationsComputer scienceDiscriminative modelFeature (machine learning)Electrical and Electronic EngineeringArtificial neural networkrule-based learninginterpretable machine learninginterpretable AISparse approximationAutomatonRandom forestSupport vector machineVDP::Teknologi: 500Tsetlin MachineXAIHardware and ArchitectureControl and Systems EngineeringSignal ProcessingElectronicsTsetlin automataAlgorithm
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Role of toxin activation on binding and pore formation activity of the Bacillus thuringiensis Cry3 toxins in membranes of Leptinotarsa decemlineata (…

2004

AbstractBinding and pore formation constitute key steps in the mode of action of Bacillus thuringiensis δ-endotoxins.In this work, we present a comparative analysis of toxin-binding capacities of proteolytically processed Cry3A, Cry3B and Cry3C toxins to brush border membranes (BBMV) of the Colorado potato beetle Leptinotarsa decemlineata (CPB), a major potato coleopteran-insect pest. Competition experiments showed that the three Cry3 proteolytically activated toxins share a common binding site. Also heterologous competition experiments showed that Cry3Aa and Cry3Ca toxins have an extra binding site that is not shared with Cry3Ba toxin. The pore formation activity of the three different Cry…

ProteasesBrush borderBacterial ToxinsBacillus thuringiensisBiophysicsmedicine.disease_causeBinding CompetitiveBiochemistryHemolysin ProteinsBacterial ProteinsBacillus thuringiensisEndopeptidasesmedicineAnimalsProtoxin activationBinding siteProtein PrecursorsChymotrypsinBinding SitesbiologyBacillus thuringiensis ToxinsMicrovilliToxinColorado potato beetleCell MembranefungiCell Biologybiology.organism_classificationTrypsinColeopteraEndotoxinsBiochemistryMode of actionbiology.proteinmedicine.drugBiochimica et Biophysica Acta (BBA) - Biomembranes
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Marinomonas spartinae sp. nov., a novel species with plant-beneficial properties.

2016

Two strains of Gram-stain-negative, chemo-organotrophic, aerobic and halophilic gammaproteobacteria, isolated from within the stem and roots of Spartina maritima in salt marshes from the south Atlantic Spanish coast, were found to represent a novel species in the genus Marinomonas through phylogenetic analysis of their 16S rRNA genes and phenotypic characterization. 16S rRNA gene sequences of the two strains shared < 96.2 % similarity with other Marinomonas species, with Marimonas alcarazii being the most similar in sequence. They required sodium ions for growth, were able to thrive at low (4 °C) temperatures and at salinities of 12–15 %, were unable to hydrolyse any tested macromolecule ex…

0301 basic medicineDNA BacterialMarinomonasMolecular Sequence DataBiologyPoaceaeMicrobiologyPlant Roots03 medical and health sciencesRNA Ribosomal 16SGammaproteobacteriaBotanyEndophytesSugarMarinomonasEcology Evolution Behavior and SystematicsPhylogenychemistry.chemical_classificationBase CompositionPhylogenetic treePlant StemsFatty AcidsNucleic Acid HybridizationGeneral MedicineSequence Analysis DNA16S ribosomal RNAbiology.organism_classificationHalophileAmino acidBacterial Typing Techniques030104 developmental biologychemistrySpainWetlandslipids (amino acids peptides and proteins)Spartina maritimaInternational journal of systematic and evolutionary microbiology
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Hydrological and hydraulic behaviour of a surface flow constructed wetland treating agricultural drainage water in northern Italy.

2020

Abstract A surface flow constructed wetland (SFCW) treating agricultural drainage water was investigated with the aim to detect modifications in hydrological and hydraulic characteristics after more than a decade of operation. Ponded infiltration tests were conducted to estimate the saturated hydraulic conductivity, Ks, of the surface soil layer at the point scale. At the global scale, infiltration rate, i, was computed from the water balance to detect leakages from the pervious wetland surface. Tracer tests were conducted to analyse the existence of preferential flow inside the system and to estimate its hydraulic retention time (HRT). Clogging phenomena occurred given a mean Ks value of 3…

HydrologygeographyEnvironmental Engineeringgeography.geographical_feature_category010504 meteorology & atmospheric sciencesHydraulic retention timeInfiltration010501 environmental sciencesInfiltration (HVAC)Inlet01 natural sciencesPollutionSaturated hydraulic conductivityCloggingWater balanceHydraulic conductivityConstructed wetlandSettore AGR/08 - Idraulica Agraria E Sistemazioni Idraulico-ForestaliEnvironmental ChemistryEnvironmental scienceSurface flow constructed wetlandDrainageWaste Management and DisposalHydraulic retention time0105 earth and related environmental sciencesThe Science of the total environment
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Monitoring of Bacillus Thuringiensis Cry3Aa Toxin Pore Formation using Artificial Bilayer Array with Fused Brush Border Membrane Vesicles from Colora…

2017

LarvaBrush borderbiologyToxinBilayerVesicleBacillus thuringiensisColorado potato beetleBiophysicsmedicinebiology.organism_classificationmedicine.disease_causeMicrobiologyBiophysical Journal
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Conservation genetics of highly isolated populations of the xerothermic beetleCrioceris quatuordecimpunctata(Chrysomelidae)

2012

Xerothermic species are rare and threatened in central and eastern Europe. In light of the continuing loss of steppe-like habitats due to anthropogenic fragmentation and degradation, the evaluation of genetic variation in populations inhabiting them is of immediate importance if appropriate conservation measures are to be undertaken. Here we report on the genetic diversity of the rare leaf beetle Crioceris quatuordecimpunctata, whose populations in central and eastern Europe inhabit highly geographically isolated areas. All of the studied populations (in Poland, Ukraine, and Slovakia) were differentiated at the mitochondrial marker COI. However, with respect to the nuclear marker ITS1, Poli…

Conservation geneticsGenetic diversitybiologyEcologyThreatened speciesGenetic variationZoologyPopulation geneticsAnimal Science and ZoologyWolbachiabiology.organism_classificationSelective sweepLeaf beetleInvertebrate Biology
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Risk assessment on the presence of pharmaceuticals in sediments, soils and waters of the Pego-Oliva Marshlands (Valencia, eastern Spain).

2012

9 páginas, 3 figuras, 2 tablas.

Geologic SedimentsEnvironmental EngineeringSoil testGeologic SedimentsRisk AssessmentSoilTap waterTandem Mass SpectrometryEnvironmental ChemistryAnimalsSoil PollutantsWaste Management and DisposalGroundwaterRisk assessmentHydrologyPrincipal Component AnalysisDrinking WaterSolid Phase ExtractionFishesSedimentSurface waterPollutionPharmaceutical PreparationsSpainEnvironmental chemistryWetlandsSoil waterPharmaceuticalsSoil horizonEnvironmental scienceSedimentMediterranean wetlandsSurface waterGroundwaterWater Pollutants ChemicalChromatography LiquidThe Science of the total environment
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Effect of irrigation with treated wastewater on bermudagrass (Cynodon dactylon (L.) Pers.) production and soil characteristics and estimation of plan…

2022

In recent years, climate change has greatly affected rainfall and air temperature levels leading to a reduction in water resources in Southern Europe. This fact has emphasized the need to focus on the use of non-conventional water resources for agricultural irrigation. The reuse of treated wastewater (TWW) can represent a sustainable solution, reducing the consumption of freshwater (FW) and the need for mineral fertilisers. The main aim of this study was to assess, in a three-year period, the effects of TWW irrigation compared to FW on the biomass production of bermudagrass [Cynodon dactylon (L.) Pers.] plants and soil characteristics and to estimate the nutritional input provided by TWW ir…

SoilAgricultural IrrigationMultidisciplinaryplant nutritional inputCynodonbermudagrass productionNitrogenSoil PollutantsPhosphorusWastewatertreated wastewater irrigationConstructed wetlandSettore AGR/02 - Agronomia E Coltivazioni Erbacee
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A landscape-scale approach for linking farming strategies to weed communities and their contribution to ecosystem services

2019

National audience; Weeds present in agricultural fields provide habitats and trophic resources and as such contribute to the provision of ecosystem services such as pollination (quantity and quality of pollen and nectar in flowers) and biological control (seeds for pest natural enemies). The nature and amount of services provided depends on the floral composition of weed communities and this composition is driven by the combination of farming practices. Linking farming strategies to services is thus an important step to provide management guidelines for enhancing ecosystem services. We report here on such an analysis, based on agronomical and weed data collected annually in 70 field cores a…

[SDV] Life Sciences [q-bio][SDE] Environmental Sciencesagroecologyground beetle[SDV]Life Sciences [q-bio][SDE]Environmental Sciences[SDV.BV]Life Sciences [q-bio]/Vegetal Biology[SDV.BV] Life Sciences [q-bio]/Vegetal BiologybeesComputingMilieux_MISCELLANEOUS
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Pseudonapomyza mediterranean. sp. (Diptera: Agromyzidae) from Salt Marshes in Spain

2010

ABSTRACT: Description, ecological aspects of biology and systematic position of Pseudonapomyza mediterranea, a new species from Spain (“Lagunas de la Mata-Torrevieja” Natural Park) are given.

geographygeography.geographical_feature_categorybiologyEcologyWetlandbiology.organism_classificationAgromyzidaeAnimal ecologyInsect ScienceNatural parkSalt marshBotanyTaxonomy (biology)PseudonapomyzaEcology Evolution Behavior and SystematicsEntomological News
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