Julia von Sommoggy, Eva-Maria Skiba, Jonas Lander, Christian Apfelbacher, Janina Curbach, Susanne Brandstetter
Health Literacy in Pediatric Consultations on Allergy Prevention
Health literacy research and practice
important feature modern science engineering data various kinds produced unprecedented rate part new experimental methods part increase availability high powered computing technology also clear nature data obtaining significantly different example often case given data form long vectors coordinates turn irrelevant questions interest dont necessarily know coordinates interesting ones related fact data often highdimensional severely restricts ability visualize data obtained also often much noisier past missing information missing data particularly case biological data particularly high throughput data microarray sources ability analyze data terms quantity nature data clearly keeping pace data produced paper discuss geometry topology applied make useful contributions analysis various kinds data geometry topology natural tools apply direction since geometry regarded study distance functions one often works distance functions large finite sets data mathematical formalism developed incorporating geometric topological techniques deals point clouds ie finite sets points equipped distance function adapts tools various branches geometry study point clouds point clouds intended thought finite samples taken geometric object perhaps noise key points come applying geometric methods data analysis qualitative information needed one important goal data analysis allow user obtain knowledge data ie understand organized large scale example imagine looking data set constructed somehow diabetes patients would important develop understanding two types disease namely juvenile adult onset forms established one course wants develop quantitative methods distinguishing first insight distinct forms disease key