Essays about: "multiple time series"

Showing result 1 - 5 of 47 essays containing the words multiple time series.

  1. 1. Machine Learning for Market Prediction : Soft Margin Classifiers for Predicting the Sign of Return on Financial Assets

    University essay from Linköpings universitet/Produktionsekonomi; Linköpings universitet/Produktionsekonomi

    Author : George Abo Al Ahad; Abbas Salami; [2018]
    Keywords : Machine Learning; Finance; Financial Time Series; Support Vector Machines; Relevance Vector Machines; Multiple Kernel Learning; Simulated Annealing; SVM; RVM; MKL; SA; FSVM; TSVM; FTSVM;

    Abstract : Forecasting procedures have found applications in a wide variety of areas within finance and have further shown to be one of the most challenging areas of finance. Having an immense variety of economic data, stakeholders aim to understand the current and future state of the market. READ MORE

  2. 2. Non-normative Family on Children's Television : Queering Kinship, Temporality and Reproduction on Steven Universe

    University essay from Linköpings universitet/Tema Genus

    Author : Paulina Kozuchova; [2018]
    Keywords : queer family; queer temporality; queer kinship; queer reproduction; normativity; Steven Universe; Cartoon Network; children’s animation;

    Abstract : The purpose of this Master’s thesis is to examine queer aspects of the animated television show Steven Universe (2013-present), created by Rebecca Sugar and produced by Cartoon Network. Situating Steven Universe in the context of Cartoon Network and children’s animation in general, and drawing on queer theory, as well as feminist cultural studies and kinship studies, the thesis aims to contribute to understanding of non-normative family representation in children’s entertainment. READ MORE

  3. 3. An Evaluation of Methods for Combining Univariate Time Series Forecasts

    University essay from Lunds universitet/Statistiska institutionen

    Author : Magnus Svensson; [2018]
    Keywords : time series forecasting; combining forecasts; M3-Competition; forecast accuracy; evaluation study; Mathematics and Statistics;

    Abstract : This thesis presents and evaluates nineteen methods for combining up to eleven automated univariate forecasts. The evaluation is made by applying the methods on a dataset containing more than 1000 monthly time series. The accuracy of one period ahead forecasts is analyzed. Almost 3. READ MORE

  4. 4. The Improvement of Automating the Guest OS Configuration of Virtual Machines Deployed from Templates: A Case Study

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Filip Fur; [2018]
    Keywords : Virtualization; IT Automation; System Administration; Human-Machine Systems;

    Abstract : This paper investigates the effects of automating system administration within a virtualized server environment. For system administrators, creation and configuration of new Virtual Machines has shown to be a common, and yet time and manual labour consuming task. READ MORE

  5. 5. Developing a spiking neural model of Long Short-Term Memory architectures

    University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Förbränningsfysik

    Author : Isabella Pozzi; [2018]
    Keywords : Physics and Astronomy;

    Abstract : Current advances in Deep Learning have shown significant improvements in common Machine Learning applications such as image, speech and text recognition. Specifically, in order to process time series, deep Neural Networks (NNs) with Long Short-Term Memory (LSTM) units are widely used in sequence recognition problems to store recent information and to use it for future predictions. READ MORE