Essays about: "Custom validation"

Showing result 1 - 5 of 24 essays containing the words Custom validation.

  1. 1. Gait analysis using machine learning : An implementation of temporal convolution networks on gait events and gait phase

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Sebastian Vogel Hauger; Logi Örn Axel Ingvarsson; [2023]
    Keywords : ;

    Abstract : This thesis aims to explore the implementation of a temporal convolution network (TCN)on gait event detection and gait phase detection. The performance of the model is eval-uated based on whether the task is gait event detection or gait phase detection. READ MORE

  3. 2. Modeling Credit Default Swap Spreads with Transformers : A Thesis in collaboration with Handelsbanken

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

    Author : Johan Luhr; [2023]
    Keywords : Machine Learning; Transformer; Finance; Credit Default Swap; Credit Valuation Adjustment; Time Series Data; Maskininlärning; Transformer; Finance; Kreditswapp; Kredit Värderings Justering; Tidsserie data;

    Abstract : In the aftermath of the credit crisis in 2007, the importance of Credit Valuation Adjustment (CVA) rose in the Over The Counter (OTC) derivative pricing process. One important part of the pricing process is to determine Probability of Defaults (PDs) of the counterparty in question. READ MORE

  4. 3. Detecting flight patterns using deep learning

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Victor Carlsson; [2023]
    Keywords : machine learning; AI; pattern detection; CNN; LSTM; transfer learning; ADS-B; flight pattern; trajectory classification;

    Abstract : With more aircraft in the air than ever before, there is a need for automating the surveillance of the airspace. It is widely known that aircraft with different intentions fly in different flight patterns. Support systems for finding different flight patterns are therefore needed. READ MORE

  5. 4. A CNN-based Analysis of Radiological Parameters from CT images : Improving Surgical Outcomes in Soft Tissue Sarcoma Patients with Pulmonary Metastases

    University essay from Uppsala universitet/Avdelningen Vi3

    Author : Klara Solander; [2023]
    Keywords : CNN; Convolutional Neural Network; AI; Artificial Intelligence; CT; STS; Soft Tissue Sarcoma; PM; Pulmonary Metastases;

    Abstract : Soft tissue sarcoma (STS) patients with pulmonary metastases (PM) experience a significant decrease in 5-year survival rates, ranging from 15 % to 50 % compared to 81 % without metastases. Despite this clinical challenge, there is a lack of consensus regarding the optimal treatment approach for PM in STS. READ MORE

  6. 5. A Novel Framework For Detecting Subdomain State Against Takeover Attacks

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Rigved Jayaprakash; Vishnu Kalariyil Venugopal; [2022]
    Keywords : Domain Name Servers; Subdomain; Subdomain Takeovers; Open-source tools; Google Cloud Platform; Dangling DNS Entry; Second Order Subdomain Takeover; Subdomain Enumeration and Discovery; subdomain validation;

    Abstract : The Domain Name System (DNS) oversees the internet's architecture, providing pointers to both internal and external services. Consequently, enterprises increase their attack surface while simultaneously increasing their exposure to potential cyber threats. Subdomain takeovers happen when a subdomain leads to a website that no longer exists. READ MORE