Essays about: "machine learning"

Showing result 1 - 5 of 1651 essays containing the words machine learning.

  1. 1. An exploratory machine learning workflow for the analysis of adverse events from clinical trials

    University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

    Author : Margareta Carlerös; [2020-06-26]
    Keywords : Machine learning; Adverse events; Clinical trials; Data mining;

    Abstract : A new pharmaceutical drug needs to be shown to be safe and effective before it canbe used to treat patients. Adverse events (AEs) are potential side-effects that arerecorded during clinical trials, in which a new drug is tested in humans, and mayor may not be related to the drug under study. READ MORE

  2. 2. Machine learning in the design phase of the construction

    University essay from Lunds universitet/Byggproduktion

    Author : Erik Hiekkala; [2020]
    Keywords : Machine learning; Data; Digitize; Construction industry; Technology and Engineering;

    Abstract : Machine learning has the potential to improve processes and revolutionizeeconomies on a global level and that is also true for the construction indus-try. Machine learning has started to get attention in recent years as computerpower have increased and the cost has reduced. READ MORE

  3. 3. Neural networks for imputation of missing genotype data : An alternative to the classical statistical methods in bioinformatics

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Alfred Andersson; [2020]
    Keywords : genetics; imputation; bioinformatics; neural networks; GWAS;

    Abstract : In this project, two different machine learning models were tested in an attempt at imputing missing genotype data from patients on two different panels. As the integrity of the patients had to be protected, initial training was done on data simulated from the 1000 Genomes Project. READ MORE

  4. 4. Applying machine learning to detect structural faults in microscopic images of inserts

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Emil Fröjd; [2020]
    Keywords : bildanalys; maskininlärning; cnn;

    Abstract : Today the quality control of inserts at Sandvik is done manually by looking at their crosssections through a microscope. The purpose of this project was to automate the quality control of inserts by exploring machine Learning technique to automatically detect structural faults in microscopic images of the insert. READ MORE

  5. 5. Machine Learning Based Intraday Calibration of End of Day Implied Volatility Surfaces

    University essay from KTH/Matematisk statistik; KTH/Matematisk statistik

    Author : Christopher Herron; André Zachrisson; [2020]
    Keywords : Applied Mathematics; Machine Learning; Statistics; Gaussian Process; Neural Network; Options; Volatility; Implied Volatility Surface; Black Scholes; Tillämpad matematik; Maskininlärning; Statistik; Gaussisk Process; Neurala Nätverk; Optioner; Volatilitet; Implicit Volatilitetsyta; Black Scholes;

    Abstract : The implied volatility surface plays an important role for Front office and Risk Management functions at Nasdaq and other financial institutions which require mark-to-market of derivative books intraday in order to properly value their instruments and measure risk in trading activities. Based on the aforementioned business needs, being able to calibrate an end of day implied volatility surface based on new market information is a sought after trait. READ MORE