Essays about: "Machine Learn­ing"

Showing result 1 - 5 of 17 essays containing the words Machine Learn­ing.

1. 1. Analyzing the performance of active learning strategies on machine learning problems

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Vendela Werner; [2023]
   Keywords : computer science; bioinformatics; machine learning; active learning; artificial intelligence; supervised learning; Astrazeneca; maskininlärning; artificiell intelligens; datorvetenskap; active learning; bioinformatik; supervised learning;

   Abstract : Digitalisation within industries is rapidly advancing and data possibilities are growing daily. Machine learning models need a large amount of data that are well-annotated for good performance. To get well-annotated data, an expert is needed, which is expensive, and the annotation itself could be very time-consuming. READ MORE

3. 2. Toward an application of machine learning for predicting foreign trade in services – a pilot study for Statistics Sweden

   University essay from Stockholms universitet/Statistiska institutionen

   Author : Tea Unnebäck; [2023]
   Keywords : foreign trade in services; sampling; sampling frame; statistics; machine learning; random forest; predicting; extreme gradient boosting; k nearest neighbors; k-nn; official statistics; statistics sweden;

   Abstract : The objective of this thesis is to investigate the possibility of using machine learn- ing at Statistics Sweden within the Foreign Trade in Services (FTS) statistic, to predict the likelihood of a unit to conduct foreign trade in services. The FTS survey is a sample survey, for which there is no natural frame to sample from. READ MORE

4. 3. Employee Turnover Prediction - A Comparative Study of Supervised Machine Learning Models

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Suvoj Reddy Kovvuri; Lydia Sri Divya Dommeti; [2022]
   Keywords : Machine Learning; Employee Turnover Prediction; Supervised Learn- ing Models; Logistic Regression; Naive Bayes Classifier; Random Forest Classifier; XGBoost;

   Abstract : Background: In every organization, employees are an essential resource. For several reasons, employees are neglected by the organizations, which leads to employee turnover. Employee turnover causes considerable losses to the organization. READ MORE

5. 4. Modeling code quality using machine intelligence

   University essay from Lunds universitet/Matematik LTH

   Author : Arvid Malmström; Erik Kindt; [2022]
   Keywords : Machine Learning; Artificial Intelligence; Software Development; Software Metrics; Technology and Engineering;

   Abstract : For any company with a software development branch, one of the most important aspects is to write maintainable, understandable, high-quality source code. This will result in fewer work hours to refactor the code if changes are needed. Therefore it’s expensive to keep working with source code of poor quality. READ MORE

6. 5. Identifying users based on their VR behavioral patterns

   University essay from Örebro universitet/Institutionen för naturvetenskap och teknik

   Author : Nicklas Ritola; [2022]
   Keywords : Virtual Reality; Biometric; Beha ioral Pattern; Teleoperation; identification; Machine Learn­ing; Data Collection; Computer Science; Computer Engineering;

   Abstract : A$ Virtual Reality (VR) becomes increasingly popular and affordable, and is applied in other fields than entertainment, such as education and industrial use, there is also a grow­ing risk related to its integrity and security. VR equipment tracks user biometric data as a means to interact with the VR environment, which creates sets of biometric data that could be used to identify u ers. READ MORE