Search results for " data mining"

showing 4 items of 34 documents

Comparing Different approaches - Data mining, Geostatistic, and Deterministic pedology - to assess the Frequency of WRB reference soil groups in the …

2014

Estimating frequency of soil classes in map unit is always affected by some degree of uncertainty, especially at small scales, with a larger generalization. The aim of this study was to compare different possible approaches - data mining, geostatistic, deterministic pedology - to assess the frequency of WRB Reference Soil Groups (RSG) in the major Italian soil regions. In the soil map of Italy (Costantini et al., 2012), a list of the first five RSG was reported in each major 10 soil regions. The soil map was produced using the national soil geodatabase, which stored 22,015 analyzed and classified pedons, 1,413 soil typological unit (STU) and a set of auxiliary variables (lithology, land-use…

learning machine non-linear kriging soil type classification ItalySettore AGR/14 - PedologiaLearning machine deterministic data mining Bayesian predictivitySoil classification Italy
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Rationale and design of the DARWIN-T2D (DApagliflozin Real World evIdeNce in Type 2 Diabetes): A multicenter retrospective nationwide Italian study a…

2017

Background Randomized controlled trials (RCTs) in the field of diabetes have limitations inherent to the fact that design, setting, and patient characteristics may be poorly transferrable to clinical practice. Thus, evidence from studies using routinely accumulated clinical data are increasingly valued. Aims We herein describe rationale and design of the DARWIN-T2D (DApagliflozin Real World evIdeNce in Type 2 Diabetes), a multicenter retrospective nationwide study conducted at 50 specialist outpatient clinics in Italy and promoted by the Italian Diabetes Society. Data synthesis The primary objective of the study is to describe the baseline clinical characteristics (particularly HbA1c) of pa…

randomized controlled trial; real-life; retrospective study; sodium glucose co-transporter-2 inhibitor; medicine (miscellaneous); endocrinology; diabetes and metabolism; nutrition and dietetics; cardiology and cardiovascular medicineBlood GlucoseTime FactorsGlucosideGlycated Hemoglobin ATime FactorMedicine (miscellaneous)Settore MED/13 - EndocrinologiaEndocrinologyGlucosidesSodium-Glucose Transporter 2Retrospective StudieDiabetes MellitusHumansHypoglycemic AgentsData MiningBenzhydryl CompoundsRandomized controlled trial; Real-life; Retrospective study; Sodium glucose co-transporter-2 inhibitor; Benzhydryl Compounds; Biomarkers; Blood Glucose; Data Mining; Diabetes Mellitus Type 2; Glucosides; Glycated Hemoglobin A; Humans; Hypoglycemic Agents; Italy; Research Design; Retrospective Studies; Sodium-Glucose Transporter 2; Sodium-Glucose Transporter 2 Inhibitors; Time Factors; Treatment Outcome; Crowdsourcing; Evidence-Based Medicine; Medicine (miscellaneous); Endocrinology Diabetes and Metabolism; Nutrition and Dietetics; Cardiology and Cardiovascular MedicineSodium-Glucose Transporter 2 InhibitorsRetrospective StudiesGlycated HemoglobinBenzhydryl CompoundNutrition and DieteticsEvidence-Based MedicineHypoglycemic AgentSodium-Glucose Transporter 2 InhibitorRandomized controlled trial; Real-life; Retrospective study; Sodium glucose co-transporter-2 inhibitor; Benzhydryl Compounds; Biomarkers; Blood Glucose; Data Mining; Diabetes Mellitus Type 2; Glucosides; Glycated Hemoglobin A; Humans; Hypoglycemic Agents; Italy; Research Design; Retrospective Studies; Sodium-Glucose Transporter 2; Sodium-Glucose Transporter 2 Inhibitors; Time Factors; Treatment Outcome; Crowdsourcing; Evidence-Based MedicineReal-lifeBiomarkerDiabetes and MetabolismRandomized controlled trial; Real-life; Retrospective study; Sodium glucose co-transporter-2 inhibitor; Benzhydryl Compounds; Biomarkers; Blood Glucose; Data Mining; Diabetes Mellitus Type 2; Glucosides; Glycated Hemoglobin A; Humans; Hypoglycemic Agents; Italy; Research Design; Retrospective Studies; Sodium-Glucose Transporter 2; Time Factors; Treatment Outcome; Crowdsourcing; Evidence-Based Medicine; Medicine (miscellaneous); Endocrinology Diabetes and Metabolism; Nutrition and Dietetics; Cardiology and Cardiovascular MedicineRetrospective studyTreatment OutcomeDiabetes Mellitus Type 2ItalyRandomized controlled trialResearch DesignSodium glucose co-transporter-2 inhibitorCrowdsourcingCardiology and Cardiovascular MedicineBiomarkersType 2Human
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ThemeMountain: a SVG-based Visual Data Mining Tool

2005

svg visual data mining
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Information, Communications and Media Technologies for Sustainability: Constructing Data-Driven Policy Narratives

2021

This paper introduces the idea of data-driven narratives to examine how the use of information, communications, and media technologies (ICMTs) impacts the sustainable growth of economies. While ICMTs have regularly been advocated as a policy tool for growth and development, there is a research gap in empirical studies validating how such policies may be effective. This analysis is based on historical panel data from 39 economies across the developed North (19) and developing South (20). The industry-standard Cross-Industry Standard Process for Data Mining (CRISP-DM) methodology was applied to construct narratives that weave extant theories with empirical data. The art of developing data-dri…

tieto- ja viestintätekniikkalcsh:TJ807-830Geography Planning and Developmenttulotasolcsh:Renewable energy sourcestaloudellinen kehitysCRISP-DM methodologyManagement Monitoring Policy and LawtalouskasvuEmpirical researchPolitical scienceNarrativedata analytics and modelinglcsh:Environmental scienceslcsh:GE1-350Sustainable developmentkestävä kehitysRenewable Energy Sustainability and the Environmentbusiness.industrylcsh:Environmental effects of industries and plantstaloudellinen kestävyysanalyysimenetelmätPublic relationssustainable development goalskansainvälinen vertailuCross-Industry Standard Process for Data Mining (CRISP-DM)tavoitteetlcsh:TD194-195kehitysmaatIT for developmentdataSustainabilityIntermediationtiedonlouhintabusinessSustainable growth rateConstruct (philosophy)Panel dataSustainability
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