Essays about: "Maskininlärning"

Showing result 1 - 5 of 537 essays containing the word Maskininlärning.

  1. 1. 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

  2. 2. Support Unit Classification through Supervised Machine Learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS); KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jakob Pehrson; Sara Lindstrand; [2020]
    Keywords : Chatbot; customer satisfaction; productivity; and neural networks; Chatbot; kundnöjdhet; produktivitet; och neurala nätverk;

    Abstract : The purpose of this article is to evaluate the impact a supervised machine learning classification model can have on the process of internal customer support within a large digitized company. Chatbots are becoming a frequently used utility among digital services, though the true general impact is not always clear. READ MORE

  3. 3. Combined CALPHAD and Machine Learning for Property Modelling

    University essay from KTH/Materialvetenskap

    Author : Kyle Paulus; [2020]
    Keywords : ;

    Abstract : Techniques to improve the speed at which materials are researched and developed has been conducted by investigating the machine learning methodology. These techniques offer solutions to connect the length scales of material prop- erties from atomistic and chemical features using materials databases generated from collected data. 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