Essays about: "domain"
Showing result 1 - 5 of 2629 essays containing the word domain.
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1. Feature Selection for Microarray Data via Stochastic Approximation
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : This thesis explores the challenge of feature selection (FS) in machine learning, which involves reducing the dimensionality of data. The selection of a relevant subset of features from a larger pool has demonstrated its effectiveness in enhancing the performance of various machine learning algorithms. READ MORE
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2. The PKK impasse: Traversing the complex nature of Turkish-Swedish relations.
University essay from Lunds universitet/Statsvetenskapliga institutionenAbstract : This thesis delves into the complex nature of Swedish-Turkish relations in the context of Sweden’s NATO-application, focusing primarily on the presence of the PKK in the bilateral relations. The dynamics of this framework, highlighted by Turkey’s veto to the Swedish NATO-application, signifies a trajectory where security is increasingly a prioritized domain in political agendas globally. READ MORE
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3. Finite element density functional description of linear molecules
University essay from Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)Abstract : This report describes a project performed at Linnaeus University with the task of solving the Schrodinger equation for electrons in homonuclear diatomic molecules, using the finite element method in Python. The Schrodinger equation is solved for the hydrogen atom, nitrogen atom, hydrogen molecule and nitrogen molecule using a finite element method. READ MORE
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4. Using Synthetic Data For Object Detection on the edge in Hazardous Environments
University essay from Lunds universitet/Institutionen för reglerteknikAbstract : This thesis aims to evaluate which aspects are important when generating synthetic data with the purpose of running on a lightweight object detection model on an edge device. The task we constructed was to detect Canisters and whether they feature a protective valve called a Cap or not (called a No-Cap). READ MORE
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5. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving a noticeable gap in FL research specifically for regression models. READ MORE
