Essays about: "Globala Funktioner"

Showing result 1 - 5 of 39 essays containing the words Globala Funktioner.

  1. 1. Image-classification for Brain Tumor using Pre-trained Convolutional Neural Network

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

    Author : Bushra Alsabbagh; [2023]
    Keywords : Brain tumor; Deep learning; Convolutional Neural Network CNN ; diagnosis; Image classification; pre-trained models; dataset; economic impact.; Cancer; Hjärntumör; Artificiell intelligens AI ; djupinlärning; konvolutionellt neuralt nätverk CNN ; Diagnostik; Bildklassificering; förtränade modeller; dataset.;

    Abstract : Brain tumor is a disease characterized by uncontrolled growth of abnormal cells in the brain. The brain is responsible for regulating the functions of all other organs, hence, any atypical growth of cells in the brain can have severe implications for its functions. READ MORE

  3. 2. Extraction of Global Features for enhancing Machine Learning Performance

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

    Author : Abyel Tesfay; [2023]
    Keywords : Machine Learning; Deep Learning; Feature Extraction; Global Features; Time-series data; Bioprocessing; Maskininlärning; Djupinlärning; Funktionsextraktion; Globala Funktioner; Tidsserie data; Biobearbetning;

    Abstract : Data Science plays an essential role in many organizations and industries to become data-driven in their decision-making and workflow, as models can provide relevant input in areas such as social media, the stock market, and manufacturing industries. To train models of quality, data preparation methods such as feature extraction are used to extract relevant features. READ MORE

  4. 3. Unlearn with Your Contribution : A Machine Unlearning Framework in Federated Learning

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

    Author : Yixiong Wang; [2023]
    Keywords : Machine Learning; Federated Learning; Machine Unlearning; Privacy; Maskininlärning; Federerad inlärning; Maskinavlärande; Sekretess;

    Abstract : Recent years have witnessed remarkable advancements in machine learning, but with these advances come concerns about data privacy. Machine learning inherently involves learning functions from data, and this process can potentially lead to information leakage through various attacks on the learned model. READ MORE

  5. 4. Sustainability through aesthetics : can chosen aesthetics promote social dimensions of sustainability in modern landscape architecture?

    University essay from SLU/Dept. of Urban and Rural Development

    Author : Olivia Sanner; [2023]
    Keywords : aesthetics; sustainability; social sustainability; co-design;

    Abstract : There is a national and global belief that including aesthetics and design in city planning can promote sustainability, and a demand for how to do it. Based on studying pertinent literature, there is a lack of discussion on how aesthetics can contribute to the discussion on social sustainability. READ MORE

  6. 5. Title Leveraging Blockchain Technology in Green Finance

    University essay from KTH/Fastighetsföretagande och finansiella system

    Author : Hooman Maleki; [2023]
    Keywords : Green Finance; Blockchain; Tokenization; Security Token Offering; Grön finans; blockchain; tokenisering; Erbjudande av säkerhetstoken;

    Abstract : To achieve net zero emissions by 2050, a $275 trillion investment is needed, with the private sector playing a significant role. Green corporate bonds are a popular financing method, having grown to 6% of global corporate bonds in 2021. READ MORE