Essays about: "Machine learning"

Showing result 1 - 5 of 1371 essays containing the words Machine learning.

  1. 1. Searching For Relevant Features To Classify Crew Pairing Problems

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

    Author : Jin Guo; [2019-10-21]
    Keywords : Machine learning; airline crew pairing; feature selection; algorithm selection; classication;

    Abstract : Machine learning (ML) is an emerging technology. Jeppesen, a leader of commercial optimization products in the airline industry, has started exploring ML methods to facilitate optimization algorithm development. This thesis investigates one of the company’s products, the crew pairing optimizer. READ MORE

  2. 2. Learning Geometry Compatibility with 3D Convolutional Neural Networks

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

    Author : Florian Stellbrink; [2019-10-04]
    Keywords : computer science; computer graphics; machine learning; geometry; voxel; thesis;

    Abstract : Modern video games oer substantial amounts of customization options. Manually testing the visual compatibility of all options is time-consuming and error-prone. Together with Ghost Games, we present a method of learning the visual compatibility between pairs of geometries. READ MORE

  3. 3. Fault Prediction in Android Systems through AI

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

    Author : Kirsten Bassuday; Murtada Ahmed; [2019-10-04]
    Keywords : Machine Learning; Data Science; Process Metrics; Git; Defect Prediction; Repository Mining; Jira;

    Abstract : Software code defect prediction is important in improving code quality and the turnaround time of software products. In this thesis we investigate how to create and extract features, analyze existing work to create and realize a defect prediction technique that can be applied in an industrial setting. READ MORE

  4. 4. Predicting Mechanisms of Toxicity for Drug Development

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

    Author : SÖREN RICHARD STAHLSCHMIDT; [2019-10-04]
    Keywords : Predictive Toxicology; Metabolomics; Semi-Supervised Learning; DoseResponse;

    Abstract : The aim of this thesis is to predict dierent mechanisms of toxicity from the metabolomic response of HepG2 liver cells. In order to utilize the metabolomic data the a semisupervised machine learning approach is investigated, namely the cluster-then-label approach. The research focuses on the unsupervised part due to the centrality to this method. READ MORE

  5. 5. Machine Learning- An Educational Revolution? A Scenario Analysis of the Future Role of Machine Learning in the Public Primary School in Gothenburg

    University essay from Göteborgs universitet/Graduate School

    Author : Lisa Emanuelsson; Louise von Braun; [2019-07-09]
    Keywords : Scenario Planning; Machine Learning; Public Primary Education; Trends; Uncertainties;

    Abstract : The Swedish students’ results have gradually decreased in international comparisons, wherefore the educational industry is experiencing an augmenting pressure for change. Simultaneously, the demand and supply of tools based on the Machine Learning (ML) technology is beginning to augment within the educational sector. READ MORE