Essays about: "Seasonal Artificial Neural Network"

Found 4 essays containing the words Seasonal Artificial Neural Network.

  1. 1. Business analytics tools for data collection and analysis of COVID-19

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Härje Widing; [2021]
    Keywords : COVID-19; SARS-CoV-2; Pandemic; Business Intelligence; Seasonal Artificial Neural Network; Generalized Autoregressive Conditional Heteroscedasticity; Power BI;

    Abstract : The pandemic that struck the entire world 2020 caused by the SARS-CoV-2 (COVID-19) virus, will have an enormous interest for statistical and economical analytics for a long time. While the pandemic of 2020 is not the first that struck the entire world, it is the first pandemic in history where the data were gathered to this extent. READ MORE

  3. 2. Time series Forecast of Call volume in Call Centre using Statistical and Machine Learning Methods

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

    Author : Nicoló Baldon; [2019]
    Keywords : Time Series Analysis; SARIMA; Seasonal ANN; LSTM; Call Center data; seasonal time series;

    Abstract : Time series is a collection of points gathered at regular intervals. Time series analysis explores the time correlations and tries to model it according to trend and seasonality. One of the most relevant tasks, in time series analysis, is forecasting future values, which is considered fundamental in many real-world scenarios. READ MORE

  4. 3. Correlating Local Weather Conditions with Cellular Network Performance Indicators

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Olof Jacobson; [2016]
    Keywords : ;

    Abstract : In this thesis, the relationships between local weather and the performance of a cellular telecommunications network were investigated by means of data analysis. Models of the average daily cycles in the data were developed accounting for cyclic behaviour and seasonal trends. READ MORE

  5. 4. The Impact of Climate Variability on the Hydrological Response of the Lake Urema Wetland, Mozambique

    University essay from Lunds universitet/Avdelningen för Teknisk vattenresurslära

    Author : Lova Brodin; [2011]
    Keywords : Climate Variability; Artificial Neural Networks; ENSO; IOD; PDO; Surface Water Availability; PCA; Mozambique; Technology and Engineering;

    Abstract : Lake Urema Wetland - literally and geographically the heart of Gorongosa National Park in central Mozambique and its main source of fresh water, is evidently vital for the ecosystem of the park, including all of its inhabitants. The extension area of Lake Urema Wetland varies strongly throughout the year, following a natural seasonal cycle. READ MORE