Essays about: "RBF"

Showing result 21 - 25 of 35 essays containing the word RBF.

  1. 21. Knowledge Discovery and Data Mining Using Demographic and Clinical Data to Diagnose Heart Disease.

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Javier Fernandez Sanchez; [2018]
    Keywords : machine learning; data science; artificial intelligence; data mining; cardiovascular disease; CVD; exploratory analysis; EDA; clinical data; support vector machines; preprocessing; decision trees; logistic regression; KNN; adaboost; xgboost; random forest; health; healthcare;

    Abstract : Cardiovascular disease (CVD) is the leading cause of morbidity, mortality, premature death and reduced quality of life for the citizens of the EU. It has been reported that CVD represents a major economic load on health care sys- tems in terms of hospitalizations, rehabilitation services, physician visits and medication. READ MORE

  3. 22. Evaluation of Machine Learning Classification Methods : Support Vector Machines, Nearest Neighbour and Decision Tree

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Sebastian Stiernborg; Sara Ervik; [2017]
    Keywords : ;

    Abstract : With more and more data available, the interest and use for machine learning is growing and so does the need for classification. Classifica- tion is an important method within machine learning for data simpli- fication and prediction. READ MORE

  4. 23. Stencil Study for RBF-FD in Option Pricing

    University essay from Uppsala universitet/Institutionen för teknikvetenskaper

    Author : Robin Eriksson; [2016]
    Keywords : RBF-FD; Option pricing;

    Abstract : This thesis contains results on convergence studies for different stencils of radial basis function generated finite difference (RBF-FD) method applied to solving Black-Scholes equation for pricing European call options. The results experimentally confirm the theoretical convergence rates for smooth payoff functions with stencils of size 3, 5 and 7 in one- dimensional problems, and 9, 13 and 25 in two- dimensional problems. READ MORE

  5. 24. Evaluation of pixel based and object based classification methods for land cover mapping with high spatial resolution satellite imagery, in the Amazonas, Brazil

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Linnea Jonsson; [2015]
    Keywords : support vector machine; maximum likelihood; SPOT-5; classification; geography; physical geography; RBF-kernel; OBIA; multiresolution segmentation; Earth and Environmental Sciences;

    Abstract : In the state of Acre, Brazil, there is ongoing land use change, where inhabitants of this part of the Amazonian rainforest practice shifting agriculture. Practicing this type of agriculture is, according to the SKY Rainforest Rescue organization, damaging to forest ecosystems. READ MORE

  6. 25. Automated Mobile Cranes

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Henrik Nilsson; Anders Svensson; [2015]
    Keywords : RBF Networks; Mobile cranes;

    Abstract : .... READ MORE