Essays about: "visualization"

Showing result 16 - 20 of 1319 essays containing the word visualization.

1. 16. MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels in Stacking Ensemble Learning

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Ilya Ploshchik; [2023]
   Keywords : Visualization; interaction; metamodels; validation metrics; predicted probabilities; stacking; stacked generalization; ensemble learning; machine learning;

   Abstract : Stacking, also known as stacked generalization, is a method of ensemble learning where multiple base models are trained on the same dataset, and their predictions are used as input for one or more metamodels in an extra layer. This technique can lead to improved performance compared to single layer ensembles, but often requires a time-consuming trial-and-error process. READ MORE

3. 17. Interactive Visualization of Network Models in JavaScript/TypeScript for Web-based Applications

   University essay from Umeå universitet/Institutionen för fysik

   Author : Morrow Erik; [2023]
   Keywords : Networks; Information visualization; Information Theory; Interactive visualization; Nätverk; Informationsvisualisering; Informationsteori; Interaktiv visualisering;

   Abstract : Networks of nodes and links are powerful tools to model complex systems, however, when the number of nodes and links grows to the thousands then even the network becomes too complex to comprehend unless we can simplify and highlight the networks underlying structure. The map equation is a method developed by the researchers at IntegratedScience Lab that uses an information theoretic approach to reveal community structure using the flow of information on the network modeled with random walks. READ MORE

4. 18. Nanometa Live : A real-time metagenomic analysis pipeline and interface for species classification and pathogen characterization

   University essay from Högskolan i Skövde/Institutionen för biovetenskap

   Author : Kristoffer Sandås; [2023]
   Keywords : ;

   Abstract : Metagenomics studies the totality of genomes of all species in a microbial community. It is a young, growing field with medical, industrial, and ecological applications. Abundant metagenomic data is being produced today, but there is a lack of interpretation and visualization tools. READ MORE

5. 19. Exploring the Applications of Machine Learning in the Public Sector

   University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

   Author : Adrian Hammarberg Dalmyr; [2023]
   Keywords : Physics and Astronomy;

   Abstract : Despite the many use cases for machine learning, it sees minimal usage in Sweden’s public sector today. It is important that the public sector in particular utilizes the most efficient tools available. READ MORE

6. 20. Considerations When Visualizing Information for a Non-interactive Dashboard : A study about what aspects to keep in mind when designing a non-interactive dashboard

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Elina Eriksson; [2023]
   Keywords : information visualization; accessibility; non-interactive dashboard; color vision deficiency; color blindness;

   Abstract : In this project a dashboard was created on behalf of the company Combitech who wanted to visualize a part of a workgroup’s information flow in hope of improving their communication. The only restriction was that it could not be interactive. READ MORE