Essays about: "Machine Learning Approach"

Showing result 1 - 5 of 561 essays containing the words Machine Learning Approach.

  1. 1. 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

  2. 2. Household Waste Segregation: Lessons from Poland

    University essay from Göteborgs universitet/Institutionen för globala studier

    Author : Alexander Stelmach; [2021-03-01]
    Keywords : ;

    Abstract : One of the problems facing the world in the twenty-first century is the management of municipal waste,a problem where the household plays a key role in the process through its interaction with themunicipal waste management system. How this interaction works is dependant not only on the designof the municipal waste management system, but also on the individual households. READ MORE

  3. 3. Exploring Construction of a Company Domain-Specific Knowledge Graph from Financial Texts Using Hybrid Information Extraction

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

    Author : Chun-Heng Jen; [2021]
    Keywords : Natural Language Processing; Information Extraction; Named Entity Recognition; Relation Extraction; Knowledge Graph; Naturlig språkbehandling; Informationsextraktion; Namngiven Entitetsigenkänning; Relationsextraktion; Kunskapsgraf;

    Abstract : Companies do not exist in isolation. They are embedded in structural relationships with each other. Mapping a given company’s relationships with other companies in terms of competitors, subsidiaries, suppliers, and customers are key to understanding a company’s major risk factors and opportunities. READ MORE

  4. 4. Encoder-Decoder Networks for Cloud Resource Consumption Forecasting

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

    Author : Sami Mejdi; [2021]
    Keywords : Telecommunications; Cloud; Time Series; Forecasting; Encoder-Decoder; Deep Learning; Machine Learning; Telekommunikation; Moln; Tidsserie; Prognoser; Envoder-Decoder; Djupinlärning; Maskininlärning;

    Abstract : Excessive resource allocation in telecommunications networks can be prevented by forecasting the resource demand when dimensioning the networks and the allocation the necessary resources accordingly, which is an ongoing effort to achieve a more sustainable development. In this work, traffic data from cloud environments that host deployed virtualized network functions (VNFs) of an IP Multimedia Subsystem (IMS) has been collected along with the computational resource consumption of the VNFs. READ MORE

  5. 5. Real-time hand segmentation using deep learning

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

    Author : Federico Favia; [2021]
    Keywords : Hand Segmentation; Semantic Segmentation; Deep Learning; Convolutional Neural Networks; Real-time; Augmented Reality; Embedded Devices; Dataset; Transfer Learning; Handsegmentering; Semantisk Segmentering; Djupinlärning; Konvolutionsneurala Nätverk; Realtid; Förstärkt Verklighet; Inbäddade Enheter; Datauppsättning; Transferlärning;

    Abstract : Hand segmentation is a fundamental part of many computer vision systems aimed at gesture recognition or hand tracking. In particular, augmented reality solutions need a very accurate gesture analysis system in order to satisfy the end consumers in an appropriate manner. Therefore the hand segmentation step is critical. READ MORE