Essays about: "24"

Showing result 11 - 15 of 1969 essays containing the word 24.

  1. 11. Data streaming provenance in advanced metering infrastructures

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

    Author : Zozk Mohamed; [2023-11-24]
    Keywords : Advanced Metering Infrastructure; Ananke; Apache Flink; Göteborg Energi; Provenance; Stream processing; Stream Processing Engine;

    Abstract : Increasing volumes of data in digital systems have made the traditional approach of gathering and storing all the data while analyzing it in bulks at periodic intervals challenging and costly. One such field is the electric grid market, which has started modernizing its aging grids into smart grids where Advanced Metering Infrastructures (AMIs) play a vital role. READ MORE

  2. 12. Experiences and challenges of Collaboration between Civil Society Organizations and the United Nations

    University essay from Göteborgs universitet/Institutionen för socialt arbete

    Author : Mina Mirzakhani-Moghaddam; [2023-11-17]
    Keywords : Interorganizational collaboration; civil society organization; CSO; United Nations; UN; civil society participation; CSO and the UN collaboration;

    Abstract : Interorganizational collaboration is defined by Phillips, Lawrence and Hardy (2000) as “a co-operative relationship among organizations that relies on neither market nor hierarchical mechanisms of control” (pp. 24). READ MORE

  3. 13. The Impact of Deep Neural Network Pruning on the Hyperparameter Performance Space: An Empirical Study

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

    Author : Jonna Matthiesen; [2023-10-24]
    Keywords : Compression; Deep Learning; DNN; Hyperparameters; Optimization; Pruning; Hyperparameter Optimisation; Hyperparameter Tuning;

    Abstract : With the continued growth of deep learning models in terms of size and computational requirements, the need for efficient models for deployment on resource-constrained devices becomes crucial. Structured pruning has emerged as a proven method to speed up models and reduce computational requirements. READ MORE

  4. 14. Image Quality Assessment Pipeline and Semi-Automated Annotation method for Synthetic Data

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

    Author : Liam Le Tran; Edina Dedovic; [2023-10-24]
    Keywords : Facial Expression Recognition; FACS; Action Units; styleGAN2-ada; synthetic data; Image Quality Assessment; Multi-stage Pre-training; Pipeline Processing; Semi-automated Human Annotation;

    Abstract : Predicting human emotions through facial expression, particularly in relation to medication field such as clinical trial settings, has garnered scientific interest in recent years due to significant understanding of the impact of treatment on emotions and social functioning. This thesis aims to improve performance of a FER model using large scale of synthetic data. READ MORE

  5. 15. A type-driven approach for sensitivity checking with branching

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

    Author : Daniel Freiermuth; [2023-10-24]
    Keywords : Computer; science; computer science; thesis; differential privacy; type system; sensitivity; branching;

    Abstract : Differential Privacy (DP) is a promising approach to allow privacy preserving statistics over large datasets of sensitive data. It works by adding random noise to the result of the analytics. Understanding the sensitivity of a query is key to add the right amount of noise capable of protecting privacy of individuals in the dataset. READ MORE