Search results for "fraktaalit"

showing 4 items of 14 documents

Bayesian semiparametric long memory models for discretized event data

2020

We introduce a new class of semiparametric latent variable models for long memory discretized event data. The proposed methodology is motivated by a study of bird vocalizations in the Amazon rain forest; the timings of vocalizations exhibit self-similarity and long range dependence. This rules out Poisson process based models where the rate function itself is not long range dependent. The proposed class of FRActional Probit (FRAP) models is based on thresholding, a latent process. This latent process is modeled by a smooth Gaussian process and a fractional Brownian motion by assuming an additive structure. We develop a Bayesian approach to inference using Markov chain Monte Carlo and show g…

mallintaminenFOS: Computer and information sciencesStatistics and Probabilitylong range dependenceaikasarjatMarkovin ketjutfractional Brownian motionsademetsätekologinen mallinnusStatistics - ApplicationsArticleMethodology (stat.ME)fractalApplications (stat.AP)AmazonStatistics - Methodologylatent Gaussian process modelstodennäköisyyslaskentanonparametric Bayesbayesilainen menetelmägaussiset prosessitmatemaattinen tilastotiedeluonnonäänetlinnut -- äänetluonnon monimuotoisuusMonte Carlo -menetelmätComputer Science::SoundModeling and Simulationprobitfraktaalittime seriesStatistics Probability and UncertaintyThe Annals of Applied Statistics
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Dimension of projection : Marstrand's theorem

2022

Tässä tutkielmassa todistetaan Marstrandin projektiolause käyttäen apuna potentiaaliteoriaa. Projektiolauseen mukaan 2-ulotteisen Borel joukon ortogonaaliprojektion Hausdorffin dimensio on luvun 1 ja kyseisen Borel joukon dimension minimi melkein kaikkiin eri suuntiin. Intuitiivisesti lause kertoo, että joukon varjon dimensio on suurin mahdollinen. Marstrandin projektiolauseen todistamiseksi tutkielmassa rakennetaan teoria alkaen yleisen mittateorian perustuloksista. Mittateorian pohjalta määritellään Hausdorffin mitta, jonka avulla määritellään joukon Hausdorffin dimensio. Intuitiivisesti Hausdorffin dimensio kuvaa joukon geometrista kokoa ja se on yksikäsitteinen jokaiselle joukolle. Haus…

measure theorymatematiikkadimensionmathematicsfractalsfraktaalitulottuvuusmittateoria
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Mathematical and Coding Lessons Based on Creative Origami Activities

2019

AbstractThis paper considers how creativity and creative activities can be encouraged in regular mathematical classes by combining different teaching approaches and academic disciplines. We combined origami and paper folding with fractals and their mathematical properties as well as with coding in Scratch in order to facilitate learning mathematics and computer science. We conducted a case study experiment in a Serbian school with 15 high school students and applied different strategies for learning profound mathematical and coding concepts such as fractals dimension and recursion. The goal of the study was to employ creative activities and examine students’ activities during this process i…

origamitComputer sciencecomputer.software_genre01 natural sciencesEducationorigamiComputingMilieux_COMPUTERSANDEDUCATIONDevelopmental and Educational Psychology0101 mathematicscomputer.programming_languagecodingMultimedia010102 general mathematics05 social sciences050301 educationScratchLscratchScratchfractalsfraktaalitohjelmointi0503 educationcomputerSocial Sciences (miscellaneous)Coding (social sciences)Open Education Studies
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Regularity and modulus of continuity of space-filling curves

2019

We study critical regularity assumptions on space-filling curves that possess certain modulus of continuity. The bounds we obtain are essentially sharp, as demonstrated by an example. peerReviewed

regularityPartial differential equationspace-filling curvesFunctional analysisGeneral Mathematics010102 general mathematicsMathematical analysisSpace (mathematics)01 natural sciencesModulus of continuitymodulus0103 physical sciencesjatkuvuusfraktaalitmittateoria010307 mathematical physics0101 mathematicsAnalysisMathematicsJournal d'Analyse Mathématique
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