Essays about: "multiple time series"

Showing result 1 - 5 of 49 essays containing the words multiple time series.

  1. 1. Multiple Time Series Forecasting of Cellular Network Traffic

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Emma Wallentinsson Wallentinsson; [2019]
    Keywords : time series analysis; cellular networks; traffic load; arima; sarima; forecasting; machine learning; statistics; load prediction;

    Abstract : The mobile traffic in cellular networks is increasing in a steady rate as we go intoa future where we are connected to the internet practically all the time in one wayor another. To map the mobile traffic and the volume pressure on the base stationduring different time periods, it is useful to have the ability to predict the trafficvolumes within cellular networks. READ MORE

  2. 2. 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

  3. 3. 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

  4. 4. Low Complexity Beamformer structures for application in Hearing Aids

    University essay from Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandling

    Author : Eleni Koutrouli; [2018]
    Keywords : hearing aids; beamformers; MVDR algorithm; microphone arrays;

    Abstract : Background noise is particularly damaging to speech intelligibility for people with hearing loss. The problem of reducing noise in hearing aids is one of great importance and great difficulty. Over the years, many solutions and different algorithms have been implemented in order to provide the optimal solution to the problem. READ MORE

  5. 5. 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