Essays about: "Domain analysis"
Showing result 1 - 5 of 794 essays containing the words Domain analysis.
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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. 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
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3. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models
University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronikAbstract : 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
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4. The Rise of a Great Wall of Sand in the South China Sea - A Qualitative Idea Analysis on How China Has Demonstrated Its Assertiveness Over the South China Sea during Xi Jinping's Second Term as President of China
University essay from Lunds universitet/Statsvetenskapliga institutionenAbstract : This thesis investigates how China has demonstrated its assertiveness in the South China Sea throughout Xi Jinping's second presidential term, from March 2018 to March 2023. Employing the theoretical framework of Offensive Realism, the thesis seeks to unravel the motivations behind China's assertiveness in the South China Sea, contributing to a nuanced understanding of its strategic behavior and geopolitical objectives in the region. READ MORE
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5. Risk analysis of implementing Machine Learning in construction projects
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Machine Learning has significantly influenced development across domains by leveraging incoming and existing data. However, despite its advancements, criticism persists regarding its failure to adequately address real-world problems, with the construction domain being an example. READ MORE
