Essays about: "thesis on algorithm analyzes"

Showing result 1 - 5 of 27 essays containing the words thesis on algorithm analyzes.

1. 1. CryptoCurrency Time Series analysis : Comparative analysis between LSTM and BART Algorithm

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Lakshmi Vyshnavi Nerella; Chiranjeevi Ponnada; [2023]
   Keywords : ;

   Abstract : Background: Cryptocurrency is an innovative digital or virtual form of money thatuses cryptographic techniques for secured financial transactions within a decentralized structure. Due to its high volatility and susceptibility to external factors, itis difficult to understand its behavior which makes accurate predictions challengingfor the investors who are trying to forecast price changes and make profitable investments. READ MORE

3. 2. “Misery Loves Company” : A Study About Users Motivations and Experiences withTikTok’s Personalized Algorithm and Its Effect onTheir Well-Being

   University essay from Linnéuniversitetet/Institutionen för informatik (IK)

   Author : Amanda Isaksson; [2023]
   Keywords : “TikTok”; “Algorithm”; “Personalized”; “body image”; “social media”; “anxiety”; “well-being”;

   Abstract : This thesis researches users’ motivations for using TikTok, their experience with the personalized algorithm and the effect it has on their subjective well-being. The study is of qualitative character containing 19 questionnaire responses and qualitative interviews with five participants that use TikTok to some extent. READ MORE

4. 3. Generating Extreme Value Distributions in Finance using Generative Adversarial Networks

   University essay from KTH/Matematik (Avd.)

   Author : William Nord-Nilsson; [2023]
   Keywords : Extreme Value Theory; Generative Adversarial Networks; Stress Testing; Machine Learning; Convolutional Neural Networks; evtGAN; Extreme Events; Extremvärdesteori; Generativa nätverk; Stresstestning; Maskininlärning; Djupt neuralt nätverk; evtGAN; Extrema händelser;

   Abstract : This thesis aims to develop a new model for stress-testing financial portfolios using Extreme Value Theory (EVT) and General Adversarial Networks (GANs). The current practice of risk management relies on mathematical or historical models, such as Value-at-Risk and expected shortfall. READ MORE

5. 4. Iterative Evaluation and Control Methods for Disturbance Suppression on a High Precision Motion Servo

   University essay from Linköpings universitet/Institutionen för systemteknik

   Author : Claes Thunberg; Klara Kastensson; [2023]
   Keywords : Iterative feedback tuning; Iterative learning control; high precision motion control; Iterative methods for disturbance supression;

   Abstract : Moore’s law states that the number of transistors in an Integrated Circuit (IC) doubles every two years. Ever-increasing performance in mask writing machinery is therefore required being the first step in the manufacturing process. Many factors affect the quality of the end product, with the motion control system playing an important role. READ MORE

6. 5. Performance Analysis of STTC-Based MIMO Under Cognitive RadioScenarios

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Sanjana Kankantee; Sai Praneeth Reddy Ganta; [2023]
   Keywords : Space-time trellis coding; MIMO; Cognitive radio; Performance; Bit error rate; Diversity; AWGN; Rayleigh fading; Detection; Spectrum.;

   Abstract : This thesis presents a comprehensive investigation into improving wireless transmission rates and reliability through the implementation of Space Time Trellis Codes(STTC). The study focuses on enhancing the coding gain, diversity gain, and flexible transmission capabilities, which are crucial for Error-Correcting Codes (ECC)in wireless communications. READ MORE