Essays about: "data synthesis"

Showing result 1 - 5 of 279 essays containing the words data synthesis.

1. 1. Using NeRF- and Mesh-Based Methods to Improve Visualisation of Point Clouds

   University essay from Lunds universitet/Matematik LTH

   Author : Vilma Ylvén; Oscar Montelin; [2024]
   Keywords : Technology and Engineering; Mathematics and Statistics;

   Abstract : In recent years, the field of generating synthetic images from novel view points has seen some major improvements. Most importantly with the publication of Neural Radiance Fields allowing for extremely detailed and accurate 3D novel views. READ MORE

3. 2. Variational AutoEncoders and Differential Privacy : balancing data synthesis and privacy constraints

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

   Author : Baptiste Bremond; [2024]
   Keywords : TVAE; Differential privacy; Tabular data; Synthetic data; DP-SGD; TVAE; differentiell integritet; tabelldata; syntetiska data; DP-SGD;

   Abstract : This thesis investigates the effectiveness of Tabular Variational Auto Encoders (TVAEs) in generating high-quality synthetic tabular data and assesses their compliance with differential privacy principles. The study shows that while TVAEs are better than VAEs at generating synthetic data that faithfully reproduces the distribution of real data as measured by the Synthetic Data Vault (SDV) metrics, the latter does not guarantee that the synthetic data is up to the task in practical industrial applications. READ MORE

4. 3. Exploring potential E-fuel production pathways for maritime and aviation sectors in France : a techno-economic and environmental assessment

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Mathieu Minaud; [2024]
   Keywords : ;

   Abstract : The aviation and maritime industries pose significant challenges for decarbonization, having increased activity in the past decade. One promising solution to limit emissions in these sectors is Electrofuels (E-fuel), derived from water electrolysis hydrogen and captured CO2 or nitrogen. READ MORE

5. 4. Named Entity Recognition for Detecting Trends in Biomedical Literature

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Betty Törnkvist; [2024]
   Keywords : NLP NER CHO;

   Abstract : The number of publications in the biomedical field increases exponentially, which makes the task of keeping up with current research more and more difficult. However, rapid advances in the field of Natural Language Processing (NLP) offer possible solutions to this problem. READ MORE

6. 5. A META-SYNTHESIS STUDY OF DATA VISUALIZATION IN CITIZEN SCIENCE

   University essay from Institutionen för tillämpad informationsteknologi

   Author : Xing Liu; [2023-11-20]
   Keywords : Data Visualization; Visualization; Citizen Science; Learning; Higher Education; Datavisualisering; Visualisering; Medborgarforskning; Lärande; Högre utbildning;

   Abstract : How can citizen science use data visualization technology? What are the current status and the boundaries? As part of the systematic meta-synthesis study, a feedback loop has been developed to show how current statutes on citizen science data visualization can be interpreted in a comprehensive manner. In a Citizen Science context, data visualization goes beyond technical efficiency, abstract data, and symbolic meaning, incorporating material traces, and social domains such as viewer perceptions, individual experience, and pre-knowledge into meaning-making interpretations of visualization. READ MORE