Essays about: "Loop of Learning"

Showing result 1 - 5 of 94 essays containing the words Loop of Learning.

  1. 1. A META-SYNTHESIS STUDY OF DATA VISUALIZATION IN CITIZEN SCIENCE

    University essay from Institutionen för tillämpad informationsteknologi

    Author : Xing Liu; [2023-11-20]
    Keywords : Data Visualization; Visualization; Citizen Science; Learning; Higher Education; Datavisualisering; Visualisering; Medborgarforskning; Lärande; Högre utbildning;

    Abstract : How can citizen science use data visualization technology? What are the current status and the boundaries? As part of the systematic meta-synthesis study, a feedback loop has been developed to show how current statutes on citizen science data visualization can be interpreted in a comprehensive manner. In a Citizen Science context, data visualization goes beyond technical efficiency, abstract data, and symbolic meaning, incorporating material traces, and social domains such as viewer perceptions, individual experience, and pre-knowledge into meaning-making interpretations of visualization. READ MORE

  3. 2. 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

  4. 3. Traffic State Estimation on Swedish Highways : Model Comparison using Multisource Data

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

    Author : Jiaqi Xu; [2023]
    Keywords : Traffic State Estimation; Macroscopic Traffic Model; Extended Kalman Filter; Particle Filter; Data Fusion; Trafiklägesuppskattning; Makroskopisk trafikmodell; Utökad Kalman-filter; Partikelfilter; Datafusion;

    Abstract : Due to the escalating demand for traffic information and management, the significance of traffic state estimation, which involves the assessment of traffic conditions on road segments with limited measurement data, is increasing. Two primary estimation methods are model-driven and data-driven. READ MORE

  5. 4. Development of a Complete Minuscule Microscope: Embedding Data Pipeline and Machine Learning Segmentation

    University essay from KTH/Tillämpad fysik

    Author : Kenan Zec; [2023]
    Keywords : Incubation-microscope; Machine Learning Segmentation; ESP32-Cam; Deep Learning; Inkubationsmikroskop; Maskininlärnings-segmentering; ESP32-Cam; Deep Learning;

    Abstract : Cell culture is a fundamental procedure in many laboratories and precedes much research performed under the microscope. Despite the significance of this procedural stage, the monitoring of cells throughout growth is impossible due to the absence of equipment and methodological approaches. READ MORE

  6. 5. Continuous Integration for Embedded Software with Modular Firmware Architecture

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

    Author : Fabian Segatz; [2023]
    Keywords : Continuous integration; Embedded software development; Modular firmware architecture; Jenkins; Software quality; Kontinuerlig integration; Inbyggd programvaruutveckling; Modulär fastvara arkitektur; Jenkins; Programvarukvalitet;

    Abstract : Continuous Integration (CI) techniques are widely adopted in web and application development but have received limited attention in the embedded software domain. This thesis investigates the application of CI techniques in embedded software development through a case study at Cobolt AB, a company specializing in optoelectronics. READ MORE