Essays about: "multinomial logistic regression"

Showing result 16 - 20 of 39 essays containing the words multinomial logistic regression.

  1. 16. A Deep Learning Approach to Predicting the Length of Stay of Newborns in the Neonatal Intensive Care Unit

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

    Author : Bas Theodoor Straathof; [2020]
    Keywords : Deep Neural Networks; Electronic Health Records; Length-of-Stay Prediction; Multivariate Time Series Classification; Djupa Neurala Nätverk; Elektroniska Hälsoregister; Klassificering av Multivariat Tidsserie; Förutsägelse av Vistelsetid;

    Abstract : Recent advancements in machine learning and the widespread adoption of electronic healthrecords have enabled breakthroughs for several predictive modelling tasks in health care. One such task that has seen considerable improvements brought by deep neural networks is length of stay (LOS) prediction, in which research has mainly focused on adult patients in the intensive care unit. READ MORE

  3. 17. The absolution of non-audit services – unravelling a nexus of research : A quantitative study of non-audit services’ impact on financial reporting quality among private firms in Sweden.

    University essay from Jönköping University/IHH, Företagsekonomi

    Author : Oliver Fransson; Simon Sleman; [2020]
    Keywords : Non-audit services; financial reporting quality; qualified auditor report; big four audit firms; knowledge spillover effect; economic dependence; auditor independence;

    Abstract : Non-audit services provided by audit firms have been a popular scientific topic within the fields of audit and accounting research over the past decades. Numerous researchers have attempted to provide a theoretical contribution by examining different ways of measuring the concepts of audit quality and financial reporting quality. READ MORE

  4. 18. Automatic map generation from nation-wide data sources using deep learning

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Gustav Lundberg; [2020]
    Keywords : deep learning; unstructured data; statistics; maps; point cloud; lidar; uncertainty map; data fusion; surface model; logistic regression; multinomial regression; convolutional neural network; pvcnn;

    Abstract : The last decade has seen great advances within the field of artificial intelligence. One of the most noteworthy areas is that of deep learning, which is nowadays used in everything from self driving cars to automated cancer screening. READ MORE

  5. 19. Sentiment analysis of movie reviews in Chinese

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Jun Zhang; [2020]
    Keywords : sentiment analysis; classification strategies; feature selection; machine learning; embedding; deep learning;

    Abstract : Sentiment analysis aims at figuring out the opinions of the users towards a certain service or product. In this research, the aim is at classifying the sentiments of users based on the comments they have posed on Douban movie website. READ MORE

  6. 20. Work stressors across midlife and cognitive and physical impairment in older age

    University essay from Stockholms universitet/Institutionen för folkhälsovetenskap

    Author : Shadi Kiasat; [2020]
    Keywords : Work stressors; control; passive jobs; older age; cognitive impairment; physical impairment;

    Abstract : Psychosocial working conditions play a significant role for health during working age, as well as in post-retirement life. However, little is known about the impact of work stressors on cognitive and physical impairment assessed in combination. READ MORE