Essays about: "Normalization"

Showing result 1 - 5 of 212 essays containing the word Normalization.

1. 1. 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

3. 2. Hav av blommor : ett gestaltningsförslag för ängsmark i historisk parkmiljö, Tornerparken, Uppsala

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

   Author : Magdalena Maria Wojcicka; Sarah Kallmén; [2024]
   Keywords : äng; park; historisk parkmiljö; gestaltningsförslag;

   Abstract : Idag minskar grönområden och biologisk mångfald i stadsmiljöer. För att motverka detta bör grönområden användas mer effektivt och öka i kvalitet, exempelvis genom att omvandla gräsmattor till äng. Syftet med detta examensarbete är att göra ett gestaltningsförslag för äng i Tornerparken, Uppsala. READ MORE

4. 3. 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

5. 4. The Threat of Ideological Indoctrination : Exploring the Adaptive Argumentation within Pro-Life Discourse in Latin America

   University essay from Uppsala universitet/Statsvetenskapliga institutionen

   Author : Hanna Berg; [2023]
   Keywords : abortion; Latin America; human rights; discourse; pro-life; threat construction; gender ideology;

   Abstract : This thesis investigates conservative social movements’ discursive strategies and the ways in which discourse is used depending on a constructed threat. This is done through a discourse analysis on online published material by pro-life groups in Latin America, using the case of abortion. READ MORE

6. 5. Developing Wastewater-based Early Warning System for the Detection of Disease Outbreaks and Emerging Variants with focus on SARS-CoV-2

   University essay from KTH/Industriell bioteknologi

   Author : Ayda Kiyar; [2023]
   Keywords : wastewater-based epidemiology; early warning system; RT-qPCR; normalization; SARS-CoV-2; avloppsvattenbaserad epidemiologi; förvarningssystem; RT-qPCR; normalisering;

   Abstract : Under covid-19-pandemin har avloppsvattenbaserad epidemiologi (WBE) använts i stor utsträckning som ett komplement till kliniska tester över många delar av världen. Detta projekt syftade till att detektera och kvantifiera belastningen av Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) i avloppsvattenprover med hjälp av Revers transkriptas kvantitativ polymeraskedjereaktion (RT-qPCR). READ MORE