Essays about: "Lärande i nätverk"

Showing result 6 - 10 of 82 essays containing the words Lärande i nätverk.

  1. 6. Educational superintendents' perspectives of a national networking project on school segregation in Sweden : Lessons to be learned?

    University essay from Stockholms universitet/Institutionen för pedagogik och didaktik

    Author : Daniel Nilsson Brodén; [2023]
    Keywords : Superintendent; school superintendent; school segregation; educational leadership; educational equity; professional development; governance; networks;

    Abstract : World-wide, countries struggle with providing equitable education to all children, where the socioeconomic (SES) background of the students does not affect their educational attainment and achievement. School segregation has been shown in previous research to exacerbate the influence of family background on educational achievement and attainment. READ MORE

  3. 7. A Comparison of CNN and Transformer in Continual Learning

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

    Author : Jingwen Fu; [2023]
    Keywords : Convolutional Neural Network; Transformer; Continual Learning; Image Classification; Faltade Neurala Nätverk; Transformator; Kontinuerligt Lärande; Bildklassificering;

    Abstract : Within the realm of computer vision tasks, Convolutional Neural Networks (CNN) and Transformers represent two predominant methodologies, often subject to extensive comparative analyses elucidating their respective merits and demerits. This thesis embarks on an exploration of these two models within the framework of continual learning, with a specific focus on their propensities for resisting catastrophic forgetting. READ MORE

  4. 8. Prediction of Persistence to Treatment for Patients with Rheumatoid Arthritis using Deep Learning

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

    Author : Serkan Arda Yilal; [2023]
    Keywords : Variational Autoencoders; Rheumatoid Arthritis; Precision Medicine; Treatment Prediction; Deep Learning; Supervised Learning; Rheumatoid Artrit; Precisionsmedicin; Behandlingsförutsägelse; Djupinlärning; Övervakat lärande;

    Abstract : Rheumatoid Arthritis is an inflammatory joint disease that is one of the most common autoimmune diseases in the world. The treatment usually starts with a first-line treatment called Methotrexate, but it is often insufficient. One of the most common second-line treatments is Tumor Necrosis Factor inhibitors (TNFi). READ MORE

  5. 9. Reinforcement Learning for Pickup and Delivery Systems

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

    Author : Erika Sandhagen; Sarah Magnusson; [2023]
    Keywords : ;

    Abstract : In this project multi-agent reinforcement learning (RL) for a warehouse environmentwith robots delivering packages has been studied. This was done by first implementing the RLalgorithm Q-learning and investigating how the parameters of Q-learning affect the performanceof the algorithm. READ MORE

  6. 10. Software Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks

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

    Author : Rémi Bourgerie; [2023]
    Keywords : 5G 4G; Federated Learning; Graoh Learning; Graph-based Federated Learning; Temporal Graph Neural Networks; Time Series; Anomaly Detection; Fault Detection; 5G 4G; Federerat lärande; Graf lärande; Grafbaserat federerat lärande; Temporal Graph Neural Networks; Tidsserier; Upptäckt av anomalier; Upptäckt av fel;

    Abstract : The increasing complexity of telecom networks, induced by the recent development of 5G, is a challenge for detecting faults in the telecom network. In addition to the structural complexity of telecommunication systems, data accessibility has become an issue both in terms of privacy and access cost. READ MORE