Essays about: "time-series open source"

Showing result 1 - 5 of 17 essays containing the words time-series open source.

  1. 1. Extraction of Global Features for enhancing Machine Learning Performance

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

    Author : Abyel Tesfay; [2023]
    Keywords : Machine Learning; Deep Learning; Feature Extraction; Global Features; Time-series data; Bioprocessing; Maskininlärning; Djupinlärning; Funktionsextraktion; Globala Funktioner; Tidsserie data; Biobearbetning;

    Abstract : Data Science plays an essential role in many organizations and industries to become data-driven in their decision-making and workflow, as models can provide relevant input in areas such as social media, the stock market, and manufacturing industries. To train models of quality, data preparation methods such as feature extraction are used to extract relevant features. READ MORE

  3. 2. Forecasting Visitors in Smart Building Environments : Modeling and estimation of the number of guests using SARIMAX

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Nour Alhuda Albashir; Hamoud Danial; [2023]
    Keywords : SARIMAX; People Counter; Time Series;

    Abstract : Time series modeling is a commonly used approach in exchange for studying and analyzing the data to support decision-making in companies based on historical data and thereby help them to save costs. This work introduces a forecasting framework that utilizes a seasonal autoregressive integrated moving average with exogenous variables (SARIMAX) model to forecast the number of people expected to enter a building within a short period. READ MORE

  4. 3. Analysing methods for visualizing time-series datasets in open-source web mapping

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Viggo Lunde; [2022]
    Keywords : Geography; GIS; spatio-temporal; time-series open source; webmap; Earth and Environmental Sciences;

    Abstract : Geography is the study of knowledge in a given location, and history is the study of knowledge over time. The combination of changes over time has always been challenging to visualize in maps. READ MORE

  5. 4. Simulation and time-series analysis for Autonomous Emergency Braking systems

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

    Author : Zhiying Xu; [2021]
    Keywords : Autonomous Driving AD ; CARLA; Autonomous Emergency Braking AEB ; Deep Learning; Time-series analysis; Autonom körning; CARLA; Autonomt nödsystem; Djup lärning; Tidsföljder;

    Abstract : One central challenge for Autonomous Driving (AD) systems is ensuring functional safety. This is affected by all parts of vehicle automation systems: environment perception, decision making, and actuation. READ MORE

  6. 5. Data Analysis of Earth Observation Data from Copernicus Satellites

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Núria Agües Paszkowsky; [2020]
    Keywords : ;

    Abstract : Open Data Cubes are platforms that contain open source satellite data and provide analysis tools for governments or organizations. The Swedish version is known as Swedish Space Data Lab (SSDL) and this master thesis was a part of it, providing the first analysis tools of the SSDL. READ MORE