Essays about: "Nonlinear time series"

Showing result 1 - 5 of 23 essays containing the words Nonlinear time series.

1. 1. Causal Discovery for Time Series : Based on Continuous Optimization

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Ali Nouri; [2023]
   Keywords : ;

   Abstract : Causal discovery is an important field of study that seeks to understand the underlying relationships between variables in a system. The goal of causal discovery is to discover the causal relationships from observational data and determine the direction of influence between variables. READ MORE

3. 2. Ocean rogue wave analysis for the development of safer navigation systems. : A Thesis submitted to the University of Gävle for the degree of Bachelor of Mathematics

   University essay from Högskolan i Gävle/Matematik

   Author : Sergio Manzetti; [2023]
   Keywords : ;

   Abstract : Rogue waves are unexpectedly high waves of 2.5X the significant wave height and which occur in nearly all phases of nature, from  oceans, to fiber-optic cables and atmospheric air-masses. In the ocean, rogue waves pose a significant danger to shipping and fishing vessels and have been found to reach 27. READ MORE

4. 3. LSTM-based Directional Stock Price Forecasting for Intraday Quantitative Trading

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Isabella Mustén Ross; [2023]
   Keywords : Deep Learning; Long-Short-Term-Memory LSTM ; ARIMA; Financial Time Series Forecasting; Algorithmic Trading; Intraday Trading; Stock Prediction; Djupinlärning; LSTM; ARIMA; finansiella tidsserier; algoritmisk aktiehandel; intradagshandel; aktieprediktion;

   Abstract : Deep learning techniques have exhibited remarkable capabilities in capturing nonlinear patterns and dependencies in time series data. Therefore, this study investigates the application of the Long-Short-Term-Memory (LSTM) algorithm for stock price prediction in intraday quantitative trading using Swedish stocks in the OMXS30 index from February 28, 2013, to March 1, 2023. READ MORE

5. 4. Towards predictive modelling of solar power productionHandledare: Hadi BanaeeExaminer: Andrey Kiselev© Hadi

   University essay from Örebro universitet/Institutionen för naturvetenskap och teknik

   Author : Hadi Ilani; [2022]
   Keywords : solar power production; Machine learning; Predictive models; solenergiproduktion; maskininlärning; prediktiv modell;

   Abstract : In 2019, 732 solar panels were installed on the roof of a building at Örebro University. Thesolar power production of the facility has been collected in a database in Akademiska Hus,along with several parameters from a weather station in the same building. READ MORE

6. 5. Online Camera-IMU Calibration

   University essay from Linköpings universitet/Datorseende; Linköpings universitet/Tekniska fakulteten

   Author : Arvid Karlhede; [2022]
   Keywords : Computer vision; Online calibration; Camera; IMU; Euroc;

   Abstract : This master thesis project was done together with Saab Dynamics in Linköping the spring of 2022 and aims to perform an online IMU-camera calibration using an AprilTag board. Experiments are conducted on two different types of datasets, the public dataset Euroc and internal datasets from Saab. READ MORE