Essays about: "Stabilising"

Showing result 1 - 5 of 43 essays containing the word Stabilising.

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. Human Rights Violations and Machine Learning - Cluster Analysis of Countries using the CIRIGHTS Dataset

   University essay from Lunds universitet/Statistiska institutionen; Lunds universitet/Nationalekonomiska institutionen

   Author : Emilie Ståhle; Emilie Haubrich; [2023]
   Keywords : Human Rights Violation; Clustering; K-Means; Latent Class Analysis; Transition Matrix; Business and Economics;

   Abstract : This master's thesis explores the use of unsupervised machine learning techniques to cluster countries based on their degree of human rights violations. Accordingly, the study evaluates the performance of two clustering methods, K-Means clustering and Latent Class Analysis (LCA), using two cluster validation metrics (Silhouette Coefficient and Dunn Index), as well as an Accuracy measure using the Human Rights index. READ MORE

4. 3. S. Table : A self stabilising and body borne table

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

   Author : Jacob Engman; Lucas Gustavsson; [2023]
   Keywords : Mechatronics; Arduino; Geometrical Analysis; Self Stabilisation; Mekatronik; Arduino; Geometrianalys; Självstabilisering;

   Abstract : This project aimed to create a prototype of a self stabilising and body borne table. The prototype was constructed by first building a CAD-model and doing a simulation of the entire system. This provided a ground for doing a physical construction. READ MORE

5. 4. Processing of ERT data from Stabilised Columns

   University essay from Lunds universitet/Teknisk geologi; Lunds universitet/Väg- och vattenbyggnad (CI)

   Author : Mårten Petersson; [2023]
   Keywords : inversion; ERT; quality control; jet grouting; aarhusinv; Technology and Engineering;

   Abstract : Modern construction sites are associated with high demands on suitable soil conditions, resulting in geotechnical challenges that can be solved using soil stabilisation techniques. The reliability of these techniques is tested using different quality assurance methods. READ MORE

6. 5. Semi-Automatic calculation of the stability of shear walls in multi-storey buildings

   University essay from Lunds universitet/Avdelningen för Konstruktionsteknik

   Author : Erik Bolin; Emil Sjöstedt; [2022]
   Keywords : Horizontal stabilisation; Dynamo; Shear walls; Stability; Conceptual design phase; Visual programming; Openings in shear walls; Load distribution; Relative stiffness; Technology and Engineering;

   Abstract : Performing horizontal stability analysis in the conceptual design phase is time consuming and adjustments in the geometry of the building require new time consuming calculations. Often buildings are modelled in 3D modelling software such as Revit and Tekla but the calculations are often performed in a separate software. READ MORE