Essays about: "Empirical Setting"

Showing result 1 - 5 of 434 essays containing the words Empirical Setting.

  1. 1. Searching for answers in a hybrid setting

    University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

    Author : Natran Tzagai; Claus Royo; [2024]
    Keywords : SIF; Hybrid organization; SPMS; PMS; Strategy;

    Abstract : This thesis investigates Performance Measurement Systems (PMS) in hybrid organizations, focusing on their alignment with strategic objectives. It underscores the complexity of PMS design and implementation in these multifaceted entities, reflecting on the greater efficacy achieved when diverse components are synergistically combined. READ MORE

  3. 2. Measuring the Utility of Synthetic Data : An Empirical Evaluation of Population Fidelity Measures as Indicators of Synthetic Data Utility in Classification Tasks

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Alexander Florean; [2024]
    Keywords : Synthetic Data; Machine Learning; Population Fidelity Measures; Utility Metrics; Synthetic Data Quality Evaluation; Classification Algorithms; Utility Estimation; Data Privacy; Artificial Intelligence; Experiment Framework; Model Performance Assessment; Syntetisk Data; Maskininlärning; Population Fidelity Mätvärden; Användbarhetsmätvärden; Kvalitetsutvärdering av Syntetisk Data; Klassificeringsalgoritmer; Användbarhetsutvärdering; Dataintegritet; Artificiell Intelligens; AI; Experiment Ramverk; Utvärdering av Modellprestanda;

    Abstract : In the era of data-driven decision-making and innovation, synthetic data serves as a promising tool that bridges the need for vast datasets in machine learning (ML) and the imperative necessity of data privacy. By simulating real-world data while preserving privacy, synthetic data generators have become more prevalent instruments in AI and ML development. READ MORE

  4. 3. An Empirical Survey of Bandits in an Industrial Recommender System Setting

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Tobias Schwarz; Johan Brandby; [2023-09-21]
    Keywords : computer science; industrial application; machine learning; reinforcement learning; multi-armed bandits; MAB; contextual multi-armed bandits; survey; batch learning;

    Abstract : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. READ MORE

  5. 4. How to improve customer satisfaction with customer surveys and lean for retail

    University essay from Göteborgs universitet/Graduate School

    Author : Nahia Bilbao Gato; [2023-07-18]
    Keywords : lean for retail; customer satisfaction;

    Abstract : Introduction: This dissertation project is based on a collaboration between the author and Volvo Trucks Europe. To answer the research question of How to improve customer satisfaction with customer surveys and lean for retail? This study describes a qualitative study of improving customer satisfaction with lean for retail in the Volvo Trucks dealership network, specifically in the Northern European Market. READ MORE

  6. 5. Factors influencing effective safety stock dimensioning in inventory management - A case study within the automotive industry

    University essay from Göteborgs universitet/Graduate School

    Author : Ikram Saady; Melisa Petkovska; [2023-07-03]
    Keywords : Safety stock; Inventory management; Safety stock uncertainties; Safety stock level challenges; Safety stock level factors;

    Abstract : Poor inventory management affects many companies today which has a negative impact on both company profits and the level of customer service provided. A critical aspect of inventory management involves maintaining a balance between safety stock levels and customer service level. READ MORE