Essays about: "comprehensive applied mathematics"

Found 5 essays containing the words comprehensive applied mathematics.

  1. 1. Modeling Interest Rate Risk in the Banking Book

    University essay from KTH/Matematik (Avd.)

    Author : Måns Ulmgren; [2022]
    Keywords : applied mathematics; IRRBB; Nelson Siegel; yield curve; tillämpad matematik; IRRBB; Nelson Siegel; avkastningskurva;

    Abstract : For a long time, being able to model and mitigate financial risk has been a key success factor for institutions. Apart from an internal incentive, legal and regulatory requirements continue to develop which increases the need for extensive internal risk control. READ MORE

  3. 2. Road Segmentation and Optimal Route Prediction using Deep Neural Networks and Graphs

    University essay from KTH/Matematik (Avd.)

    Author : Viktor Ossmark; [2021]
    Keywords : statistics; applied mathematics; machine learning; computer vision; deep learning; satellite data; remote sensing; image segmentation; optimal routing; deep neural networks; graphs; AI; statistik; tillämpad matematik; maskininlärning; djup inlärning; datorseende; satellitdata; bildsegmentering; optimala rutter; grafer; AI;

    Abstract : Observing the earth from above is a great way of understanding our world better. From space, many complex patterns and relationships on the ground can be identified through high-quality satellite data. READ MORE

  4. 3. An extreme value approach to modelling number of causalities in earthquakes

    University essay from Lunds universitet/Matematisk statistik

    Author : Henrik Steneld; [2021]
    Keywords : Extreme Value Theory; Point Process; Earthquakes; Mathematics and Statistics;

    Abstract : Earthquakes occur around the globe all the time. Most are weak enough to just pass by, some are strong enough to be felt by us humans, and some very few are completely devastating. A comprehensive database distributed by NOAA National Centers for Environmental Information provides a means for reviewing devastating earthquakes over the past. READ MORE

  5. 4. Synthesis of Tabular Financial Data using Generative Adversarial Networks

    University essay from KTH/Matematisk statistik

    Author : Anton Karlsson; Torbjörn Sjöberg; [2020]
    Keywords : Generative Adversarial Networks; GAN; Generative Modeling; Tabular data; Financial data; Machine Learning; Statistical learning; Applied Mathematics; GANs; Generativa modeller; Tabulär data; Finansdata; Maskininlärning; Statistisk inlärning; Tillämpad Matematik;

    Abstract : Digitalization has led to tons of available customer data and possibilities for data-driven innovation. However, the data needs to be handled carefully to protect the privacy of the customers. Generative Adversarial Networks (GANs) are a promising recent development in generative modeling. READ MORE

  6. 5. Modelling Power Spikes with Inhomogeneous Markov-Switching Models

    University essay from Lunds universitet/Matematisk statistik

    Author : Vicke Norén; [2013]
    Keywords : Mathematics and Statistics;

    Abstract : Interest in modelling electricity prices has, despite its relatively short history, resulted in widespread types of models that tend to be too intricate to incorporate most price characteristics. This thesis pursues a flexible approach that comprehends stylized facts of electricity prices while it still handles complexity in order to facilitate calibration and forecasting. READ MORE