Essays about: "Financial Graphs"

Showing result 1 - 5 of 16 essays containing the words Financial Graphs.

  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

  2. 2. Bergvärme i kombination med solceller hos Skolfastigheter

    University essay from SLU/Dept. of Energy and Technology

    Author : Adam Dufvenmark Wolf; Elsa Snöbohm Hartzell; Christoffer Segerstedt; Cornelia Enbacka; Amanda Albrecht; Vera Beckius; Anton Jonathan Silier; [2023]
    Keywords : VRF-batteri; LFP-batteri; vätgaslagring; energioptimering; energikalkyl;

    Abstract : The purpose of this essay is to examine the dimensioning of sustainable energy systems for two properties in Uppsala, Länna school and Funbo preschool. This essay’s main focus is on the implementation of solar cells in combination with geothermal heat on the two mentioned buildings. READ MORE

  3. 3. Artificial Neural Networks and Inductive Biases for Multi-Instance Multi-Modal Tabular Data : A Case Study for Default Probability Estimation in Small-to-Medium Enterprise Lending

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

    Author : Gustav Röhss; [2022]
    Keywords : ;

    Abstract : The success of artificial neural networks in homogeneous data domains such as images, textual data, and audio and other signals has had considerable impact on Machine Learning and science in general. The domain of heterogeneous tabular data, while arguably much more common, remains much less explored with regards to artificial neural networks and deep learning. READ MORE

  4. 4. Generating Directed & Weighted Synthetic Graphs using Low-Rank Approximations

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Erik Lundin; [2022]
    Keywords : graphs; networks; graph generation; synthetic data; machine learning; low-rank approximation;

    Abstract : Generative models for creating realistic synthetic graphs constitute a research area that is increasing in popularity, especially as the use of graph data is becoming increasingly common. Generating realistic synthetic graphs enables sharing of the information embedded in graphs without directly sharing the original graphs themselves. READ MORE

  5. 5. Covid-19 pandemic effect on organizations : The study of Balance between employee's productivity and loyalty in scenario of working from home

    University essay from Umeå universitet/Företagsekonomi

    Author : Amrina Afrin; Muhammad Faraz Arif; [2021]
    Keywords : Covid-19; Pandemic; Productivity; Loyalty; Employee Motivation; Organization Production; Raw Material; and Employee Working from Home;

    Abstract : In this study, the main topic which we tried to study and understand is the qualitative study balance between employees’ productivity and loyalty in case of working from home during the period of Covid-19 pandemic in which both companies and employees are facing many restrictions and lockdown situations to follow only to keep themselves safe and others as well along with keeping their work going as well. As employees are integral part of any of the organization which are also the back bone of any of the company for its process, development and achieving its goal but at the same time when they are providing their efforts into work, they also consider themselves to be treated as rear commodity and they want their work to be appreciated well in the form of promotion, benefits (both financial and non-financial) and provide professional development opportunities for them. READ MORE