Essays about: "sequential decision making"

Showing result 1 - 5 of 28 essays containing the words sequential decision making.

  1. 1. Time Series Forecasting on Database Storage

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Pranav Patel; [2024]
    Keywords : Machine Learning; Time Series Forecasting; Prediction; Neural Networks; CNN; RNN; Database Storage;

    Abstract : Time Series Forecasting has become vital in various industries ranging from weather forecasting to business forecasting. There is a need to research database storage solutions for companies in order to optimize resource allocation, enhance decision making process and enable predictive data storage maintenance. READ MORE

  3. 2. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions

    University essay from KTH/Matematik (Avd.)

    Author : Giorgio Sacchi; [2023]
    Keywords : Explainable AI; Counterfactual Explanations CFEs ; Bayesian Optimization BO ; Black-Box Models; Model-Agnostic; Machine Learning ML ; Efficient Computation; High-Stake Decisions; Förklarbar AI; Kontrafaktuell Förklaring CFE ; Bayesiansk Optimering BO ; Svarta lådmodeller; Modellagnostisk; Maskininlärning; Beräkningsmässigt Effektiv; Beslut med höga insatser;

    Abstract : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. READ MORE

  4. 3. Sustainability Filtration and Optimization: A Stepwise Integration Approach

    University essay from KTH/Matematik (Avd.)

    Author : Soroosh Jalaei; [2023]
    Keywords : Sustainability; Modern Portfolio Theory; Optimization; Sequential Quadratic Programming; Optimal ESG Portfolio.; Hållbarhet; Modern portföljteori; Optimering; Sequential Quadratic Programming; Optimal ESG-portfölj.;

    Abstract : This thesis explores the integration of sustainability into Modern Portfolio Theory (MPT) optimization by introducing stepwise filtration and optimization. This study acknowledges the growing importance of sustainability in investment strategies and modifies the traditional MPT framework to include environmental, social, and governance (ESG) factors. READ MORE

  5. 4. Consumer multichannel buying behavior under the pandemic

    University essay from Jönköping University/IHH, Företagsekonomi

    Author : Jingming Zhang; Xinyu He; [2023]
    Keywords : Multichannel buying behavior; Covid-19 impact; Retail sales; Consumer purchasing behavior; Sweden; China;

    Abstract : Retail sales have increased significantly in recent years, posing a major challenge for merchants in maintaining a consistent consumer experience across several channels. Changing consumer behaviors have had a big impact on this shift in buying patterns. READ MORE

  6. 5. Was Brexit Really all that Bad for EU Students? A deep-dive in understanding the effect of Brexit on EU students in the UK

    University essay from Lunds universitet/Ekonomisk-historiska institutionen

    Author : Felix Danielsson; [2023]
    Keywords : Brexit; International Students; EU; Brain Drain; Push-Pull Factors; Business and Economics;

    Abstract : This research paper uses an explanatory sequential mixed method design to examine the factors influencing students' decision-making regarding their future and the impact of Brexit on these choices. The study aims to understand the interplay between various factors and Brexit's role in shaping students' decisions. READ MORE