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Showing result 1 - 5 of 185 essays matching the above criteria.

  1. 1. Optimising Machine Learning Models for Imbalanced Swedish Text Financial Datasets: A Study on Receipt Classification : Exploring Balancing Methods, Naive Bayes Algorithms, and Performance Tradeoffs

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

    Author : Li Ang Hu; Long Ma; [2023]
    Keywords : Imbalanced datasets; Swedish text financial datasets; Accuracy; Matthews correlation coefficient; Recall; Multinomial Naive Bayes; SMOTE; TomekLinks; Performance optimization;

    Abstract : This thesis investigates imbalanced Swedish text financial datasets, specifically receipt classification using machine learning models. The study explores the effectiveness of under-sampling and over-sampling methods for Naive Bayes algorithms, collaborating with Fortnox for a controlled experiment. READ MORE

  3. 2. Environmental and Social Performance and the Firm Performance of Chinese Listed Companies - A Study of the Moderating Role of Government Ownership and CEO Duality

    University essay from Lunds universitet/Företagsekonomiska institutionen

    Author : Grafika Cynthia Trinanda; Fan Hu; [2023]
    Keywords : Business and Economics;

    Abstract : This study investigates the relationship between environmental and social (ES) performance and firm performance, while also exploring the potential moderating effects of government ownership and CEO duality. Adopting a quantitative approach, fixed effects panel regressions are employed to analyze the relationships based on previous empirical literature and theoretical perspectives, including agency theory, stakeholder theory, government ownership, and CEO duality. READ MORE

  4. 3. Comparing Android platform application rendering performance : Native development VS React Native

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Xin Hu; [2023]
    Keywords : Android; native development; React Native; application rendering performance;

    Abstract : Due to the growth of the mobile phone application market, which development method can efficiently develop high-performance applications has become a problem. This experimental study compares the rendering performance of applications developed through native development and React Native on the Android platform. READ MORE

  5. 4. The Person-centered Care Climate among nursing home residents : A questionnaire study

    University essay from Högskolan i Gävle/Avdelningen för vårdvetenskap

    Author : Shuang Hu; Mengyao Tong; [2023]
    Keywords : ;

    Abstract : Background: Person-centered care could improve the quality of life of older people innursing homes.Aim: The aim of this study was to investigate the perspectives of person-centered careclimate among older people living in nursing homes. READ MORE

  6. 5. Swedish occupational therapists’ views and experiences regarding use of the ADL-taxonomy in clinical practice.

    University essay from Lunds universitet/Institutionen för hälsovetenskaper; Lunds universitet/Hållbar vardag och hälsa i ett livsperspektiv

    Author : Claire Hu; [2023]
    Keywords : Activities of daily living ADL ; assessment of ADL; environmental factors; professional development; standardized instrument; work environment.; Medicine and Health Sciences;

    Abstract : Background: The ADL-taxonomy as an assessment instrument shows high validity and reliability in the clinical research, but there is no study about occupational therapists’ experiences of using the ADL-taxonomy in clinical practice. It is important to study the users’ experiences and views to improve implementation of evidence-based methods such as the ADL-taxonomy. READ MORE