Essays about: "regulation algorithm"

Showing result 1 - 5 of 43 essays containing the words regulation algorithm.

  1. 1. Peeking Through the Leaves : Improving Default Estimation with Machine Learning : A transparent approach using tree-based models

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Elias Hadad; Angus Wigton; [2023]
    Keywords : Machine learning; Expected credit loss; Probability of default; ECL; PD; Risk Management; Credit Risk Management; Default Estimation; AI; Artificial intelligence; Fintech; Supervised learning; Decision tree; Random forest; XG boost; Transparency; Machine learning transparency;

    Abstract : In recent years the development and implementation of AI and machine learning models has increased dramatically. The availability of quality data paving the way for sophisticated AI models. Financial institutions uses many models in their daily operations. READ MORE

  3. 2. Design and control of EV based peer-to-peer energy sharing framework for improving energy performances of building communities

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Anthony Board; [2023]
    Keywords : C2C; Photovoltaic; Location Coordinated Control; Energy Storage; Electric Vehicle; Power Balance; Peak Reduction; Self-Consumption;

    Abstract : Electric vehicles, which have both energy storage capability and mobility capability, can provide a new solution for electricity sharing between different building communities (i.e., a group of buildings connected with a microgrid). This comes to the community-to-community (C2C) energy sharing network. READ MORE

  4. 3. Design of high performance buildings : Vulnerability of buildings to climate change from an energy perspective

    University essay from KTH/Hållbara byggnader

    Author : Robin Gobert; [2022]
    Keywords : Climate Change; High Performance Buildings; Dynamic Thermal Simulations; Thermal Regulation; Environmental Regulation; Cooling Needs; Heating Needs; Representative Data; Big Data; Clustering;

    Abstract : The challenge of climate change is twofold: to mitigate (prevent) the causes of climate change and to prepare (adapt) to the inevitable effects and consequences. Building and construction are key sectors for decarbonisation (mitigation). READ MORE

  5. 4. What’s harm got to do with it? The framing of accountability and harm in the EU Artificial Intelligence Act Proposal

    University essay from Lunds universitet/Rättssociologiska institutionen

    Author : Yasmin Omar; [2022]
    Keywords : artificial intelligence; European Union; regulation; accountability; harm; critical discourse analysis; Social Sciences;

    Abstract : The European Union released an Artificial Intelligence (AI) regulation proposal in April 2021 aimed at laying down harmonised rules for AI circulating the Union market. The purpose of this study is to critically examine how accountability and individual, collective, and social harm was approached and framed by the proposal. READ MORE

  6. 5. Super-Resolution Vehicle Trajectory using Recurrent Time Series Imputation

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Hasnain Roopawalla; [2022]
    Keywords : ;

    Abstract : Vehicle data finds its use in a variety of applications in the fields of machine learning and data analysis. The volume of available data is limited by the frequency of data collection, and for several reasons, it can be infeasible to simply amplify this frequency. READ MORE