Essays about: "MSE"

Showing result 1 - 5 of 49 essays containing the word MSE.

  1. 1. Implied Volatility and Historical Volatility : An Empirical Evidence About The Content of Information And Forecasting Power

    University essay from Umeå universitet/Företagsekonomi; Umeå universitet/Företagsekonomi

    Author : Mohammad Aljaid; Mohammed Diaa Zakaria; [2020]
    Keywords : Implied Volatilty; Mincer–Zarnowitz regression; GARCHModel; Realized Volatility; Predictive Power.;

    Abstract : This study examines whether the implied volatility index can provide further information in forecasting volatility than historical volatility using GARCHfamily models. For this purpose, this researchhas been conducted to forecast volatility in two main markets the United States of America through its wildly used Standard and Poor’s 500 index and its correspondingvolatility index VIX and in Europe through its Euro Stoxx 50 and its correspondingvolatility index VSTOXX. READ MORE

  2. 2. Machine Learning for FMCW Radar Interference Mitigation

    University essay from Lunds universitet/Matematisk statistik

    Author : Jessica Nilsson; Ludvig Hassbring; [2020]
    Keywords : FMCW radar; interference mitigation; convolutional neural network; Mathematics and Statistics;

    Abstract : Frequency Modulated Continuous Wave radar is used for object detection and localization, e.g., for surveillance purposes or for automotive systems. The amount of radars is increasing, which leads to an increasing amount of radar interference. READ MORE

  3. 3. AI-based Age Estimation from Mammograms

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap; Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Dilukshi Charitha Subashini Dissanayake Dissanayake Lekamlage; Fabia Afzal; [2020]
    Keywords : Machine Learning; Mammograms; Image Segmentation; Deep Learning; Feature Extraction; Regression Analysis; Age Estimation;

    Abstract : Background: Age estimation has attracted attention because of its various clinical and medical applications. There are many studies on human age estimation from biomedical images such as X-ray images, MRI, facial images, dental images etc. However, there is no research done on mammograms for age estimation. READ MORE

  4. 4. A time series forecasting approach for queue wait-time prediction

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

    Author : Anton Stagge; [2020]
    Keywords : ;

    Abstract : Waiting in queues is an unavoidable part of life, and not knowing how long the wait is going to be can be a big source of anxiety. In an attempt to mitigate this, and to be able to manage their queues, companies often try to estimate wait-times. READ MORE

  5. 5. Evaluation of established and new deep learning models for time series equity securities forecasting

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

    Author : Gustaf Lidfeldt; Isak Hassbring; [2020]
    Keywords : ;

    Abstract : In this bachelor thesis we investigate the importance of feature selection when making predictions on time series data. We compare how well different deep neural network models perform within equity securities time series prediction, namely the models RNN (Recurrent Neural Network), LSTM (Long Short Term Memory), LSTM with a peephole connection and last but not least GRU (Gated Recurrent Unit). READ MORE