Sökning: "white models"

Visar resultat 1 - 5 av 148 uppsatser innehållade orden white models.

1. 1. The White Canvas. A lighting proposal for the KTH Library Hall

   Magister-uppsats, KTH/Ljusdesign

   Författare :Diana Andrea Niño Bogoya; [2023]
   Nyckelord :Daylight; indoor; reflections; nature;

   Sammanfattning : Consolidating a library within the old patio of a building that for more than 100 years has undergone constant transformation is a challenge. Putting a roof over an area that was clearly defined to be open and under it a large library is a great opportunity. LÄS MER

3. 2. On modelling OMXS30 stocks - comparison between ARMA models and neural networks

   Master-uppsats, Uppsala universitet/Matematiska institutionen

   Författare :Irina Zarankina; [2023]
   Nyckelord :ARMA; ARIMA; LSTM; time series; statistics;

   Sammanfattning : This thesis compares the results of the performance of the statistical Autoregressive integrated moving average (ARIMA) model and the neural network Long short-term model (LSTM) on a data set, which represents a market index. Both models are used to predict monthly, daily, and minute close prices of the OMX Stockholm 30 Index. LÄS MER

4. 3. Comparing dropout regularization algorithms for convolutional neural networks identifying malignant cells for diagnosis of leukemia

   Kandidat-uppsats, Uppsala universitet/Statistiska institutionen

   Författare :Hampus Engström; Alexander Koutakis; [2023]
   Nyckelord :classification; Bernoulli; Gaussian; spatial; machine learning; cancer; myeloid; myeloproliferative neoplasms;

   Sammanfattning : Fast and high quality classifications of cells inflicted with malignant mutations is essential for diagnosing patients with different forms of leukemia, to quickly be able give patients the crucial care they need. Convolutional neural networks (CNNs) can be trained and used for this purpose. LÄS MER

5. 4. Towards Building Privacy-Preserving Language Models: Challenges and Insights in Adapting PrivGAN for Generation of Synthetic Clinical Text

   Master-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskap

   Författare :Atena Nazem; [2023]
   Nyckelord :Generative Adversarial Networks; privacy-preserving language models; clinical text data; reinforcement learning; synthetic data;

   Sammanfattning : The growing development of artificial intelligence (AI), particularly neural networks, is transforming applications of AI in healthcare, yet it raises significant privacy concerns due to potential data leakage. As neural networks memorise training data, they may inadvertently expose sensitive clinical data to privacy breaches, which can engender serious repercussions like identity theft, fraud, and harmful medical errors. LÄS MER

7. 5. Robust Background Segmentation For Use in Real-time Application : A study on using available foreground-background segmentation research for real-world application

   Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

   Författare :Emil Brynielsson; [2023]
   Nyckelord :Image segmentation; Foreground segmentation; Background Segmentation; Remote guidance;

   Sammanfattning : In a world reliant on big industries to produce large quantities of more or less every product used, it is of utmost importance that the machines in such industries continue to run with minimum amounts of downtime. One way more and more providers of such industrial machines try to help their customers reduce downtime when a machine stops working or needs maintenance is through the use of remote guidance; a way of knowledge transfer from a technician to a regular employee that aims to allow the regular employee to be guided in real-time by a technician to solve the task himself, thus, not needing the technician to travel to the factory. LÄS MER