Essays about: "Black-Box Modeling"

Showing result 1 - 5 of 32 essays containing the words Black-Box Modeling.

  1. 1. Increasing explainability of neural network based retail credit risk models

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

    Author : Anton Evilevitch; [2023]
    Keywords : Explainability; Artificial Neural Network; Mortgage Credit Risk Modeling; Förklarbarhet; Artificiella Neurala Nätverk; Modellering av Hypotekskreditrisk;

    Abstract : Due to their ’black box’ nature, Artificial Neural Networks (ANN) are not permitted for use in various applications. One such application is mortgage credit risk modeling. READ MORE

  3. 2. Explainable modeling in machine learning : A comparative study

    University essay from Umeå universitet/Statistik

    Author : Simon Stålberg; Olivia Isaksson; [2023]
    Keywords : ;

    Abstract : As the use of advanced machine learning models has increased, the need for explainability that these models lack concerning their prediction has increased simultaneously. The aim of this thesis is to compare different functions available in the program R regarding their ability to provide explainability for these advanced machine learning models, also commonly referred to as black-box models. READ MORE

  4. 3. Harmonisk strömsimulering i inverterbaserade värmepumpar

    University essay from Umeå universitet/Institutionen för fysik

    Author : Alexander Magnusson; [2023]
    Keywords : Current harmonics; inverter-driven compressor; black box simulation;

    Abstract : An electrical distribution network supplies power to many households at a time. Each house has various types of electrical appliances which consume different levels of power depending on its function and the load it supplies. An ideal case would be when no appliances cause power disturbances, however, in reality, many electrical appliances (e.g. READ MORE

  5. 4. Modeling and Simulation of a Remote Controlled Weapon Station

    University essay from KTH/Matematik (Avd.)

    Author : Mats Svalstedt; [2022]
    Keywords : Modeling; System identification; Nonlinear black-box; Remote controlled weapon station; Modellering; Systemidentifiering; Icke-linjär black-box; Fjärrmanövrerad vapenstation;

    Abstract : Understanding how a system behaves when exposed to different scenarios is key when improvingand developing complex structures. The amount of different approaches is immense and variesfrom case to case. READ MORE

  6. 5. Ethical hacking of Sennheiser smart headphones

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

    Author : Fuhao Huang; [2022]
    Keywords : Ethical hacking; smart headphones; Bluetooth; cyber security; Internet of Things; Etisk hackning; smarta hörlurar; Bluetooth; cybersäkerhet; Internet of Things;

    Abstract : The proliferation of IoT devices has brought our world closer than ever. However, because these devices can connect to the internet, they are also vulnerable to cyberattacks. IoT devices collect our personal information, so we must take IoT security seriously to protect our privacy. READ MORE