Essays about: "Time series forecasting"

Showing result 1 - 5 of 189 essays containing the words Time series forecasting.

  1. 1. Energy-Efficient Private Forecasting on Health Data using SNNs

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

    Author : Davide Di Matteo; [2022]
    Keywords : Spiking neural networks; differential privacy; synthetic data generation; smart health care; fitness trackers.; Spikande neurala nätverk; differentiell integritet; syntetisk datagenerering; smart hälsovård; träningsspårare.;

    Abstract : Health monitoring devices, such as Fitbit, are gaining popularity both as wellness tools and as a source of information for healthcare decisions. Predicting such wellness goals accurately is critical for the users to make informed lifestyle choices. READ MORE

  2. 2. Comparing forecast combinations to traditional time series forcasting models : An application into Swedish public opinion

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Hanna Hamberg; [2022]
    Keywords : statistics; forecast; election; polls; ARIMA; exponential smoothing; forecast combinations;

    Abstract : The objective of this paper is to retrospectively evaluate forecast models for polling data, to be used prospectively for the Swedish general election in 2022. One of the simplest ways of forecasting an election result is through opinion polls, and using the latest observation as the forecast. READ MORE

  3. 3. Predicting Road Rut with a Multi-time-series LSTM Model

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Henrik Backer-Meurke; Marcus Polland; [2021]
    Keywords : Multiple-multivariate time-series; Multi-time-series LSTM model; Recurrent Neural Networks; Machine Learning; Road rut forecasting;

    Abstract : Road ruts are depressions or grooves worn into a road. Increases in rut depth are highly undesirable due to the heightened risk of hydroplaning. Accurately predicting increases in road rut depth is important for maintenance planning within the Swedish Transport Administration. READ MORE

  4. 4. Root Cause Analysis for In-Transit Time Performance : Time Series Analysis for Inbound Quantity Received into Warehouse

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Raman Ali; [2021]
    Keywords : Logistic; Time Series; Forecast; Inbound logistics; In-Transit;

    Abstract : Cytiva is a global provider of technologies to global pharmaceutical companies and it is critical to ensure that Cytiva’s customers receive deliveries of products on-time. Cytiva’s products are shipped via road transportation within most parts of Europe and for the rest in the world air freight is used. READ MORE

  5. 5. Probabilistic Forecast of Time Series with Transformers and Normalizing Flows

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Seema Negi; [2021]
    Keywords : ;

    Abstract : Today, machine learning has many applications and is used in different fields and industries. One of its applications is demand forecasting. Future demands play a vital role in any industry. It can help the organization from planning to making the stock levels available to the customer when required. READ MORE