Essays about: "machine learning"

Showing result 1 - 5 of 1334 essays containing the words machine learning.

  1. 1. 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

  2. 2. 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

  3. 3. 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

  4. 4. 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

  5. 5. Motion Prediction of Surrounding Vehicles in Highway Scenarios With Deep Learning

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

    Author : Samir Khays; [2019]
    Keywords : ;

    Abstract : Anticipating the future positions of the surrounding vehicles is a crucial task foran autonomous vehicle in order to drive safely. To foresee complex manoeuvresfor longer time horizons, a framework that relies on high-level properties ofmotion and is able to incorporate, e.g. contextual features, is needed. READ MORE