Essays about: "ML"

Showing result 1 - 5 of 518 essays containing the word ML.

  1. 1. Machine Learning for NCC's Concrete Pile Production

    University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

    Author : Konrad Pohl; [2021-09-17]
    Keywords : ;

    Abstract : In this thesis, the usefulness of machine learning (ML) is evaluated for theprocesses of NCC's subsidiary company Hercules. It is evaluated with regardto ML's ability to assist reduction of CO2 footprint and costs. READ MORE

  2. 2. Interactive Ecosystem Simulator

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

    Author : JOHAN ATTERFORS; CARL HOLMBERG; ALEXANDER HUANG; ROBIN KARHU; BRAGE LAE; ALEXANDER LARSSON VAHLBERG; [2021-09-07]
    Keywords : Ecosystem; Simulation; Unity; AI; ML; RL; ABM; GA; PCG; Welford;

    Abstract : As ecosystems are complex domains, both analytical and computer-aided modelscan aid in gaining insights about their dynamics. One such computer-aided modelis the concept of ecosystem simulation. This project aims to build an interactiveand visual ecosystem simulation in the Unity game engine. READ MORE

  3. 3. Classification of role stereotypes for classes in UML class diagrams using machine learning

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

    Author : Jobaer Ahmed; Maoyi Huang; [2021-03-03]
    Keywords : role-stereotypes; machine learning algorithm; classification; data analysis; data mining; UML class diagram; software design; software engineering;

    Abstract : Software development process is becoming inherently complex in recent decades.To reduce the complexity in the development process developers, software practitioners are constantly looking for newer approach. One approach can be understanding the software design for instance, the UML models earlier in the softwaredevelopment process. READ MORE

  4. 4. Predictive Maintenance in Industrial Machinery using Machine Learning

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Jasim Abbasi; [2021]
    Keywords : Predictive Maintenance; Rotatory Machinery Fault Prediction; Gearbox Fault Prediction;

    Abstract : Background: The gearbox and machinery faults prediction are expensive both in terms of repair and loss output in production. These losses or faults may lead to complete machinery or plant breakdown. READ MORE

  5. 5. Automating Feature-Extraction for Camera Calibration Through Machine Learning and Computer Vision

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Elias Åkeborg; [2021]
    Keywords : Machine learning; Computer vision; Feature-extraction; Classification; Camera Calibration; DeepLab; U-Net; Ridge Detection; Sub-pixel optimization; Artificial Intelligence; Technology and Engineering;

    Abstract : Machine learning as a field has expanded in an explosive manner, with more companies interested in using the technology. One of these companies, Spiideo, uses Machine learning to automatically stream and record sports, highlighting key events - all automatically without a cameraman. READ MORE