Essays about: "time series processing"

Showing result 21 - 25 of 123 essays containing the words time series processing.

  1. 21. Straight to the Heart : Classification of Multi-Channel ECG-signals using MiniROCKET

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

    Author : Stefan Christiansson; [2023]
    Keywords : MiniROCKET; Time-series analysis; Multi-variate; Classification; Convolutional Neural Network; MiniROCKET; Tidsserieanalys; Multivariat; Klassifikation; Convolutional Neural Network;

    Abstract : Machine Learning (ML) has revolutionized various domains, with biomedicine standing out as a major beneficiary. In the realm of biomedicine, Convolutional Neural Networks (CNNs) have notably played a pivotal role since their inception, particularly in applications such as time-series classification. READ MORE

  3. 22. Processing, Modeling, and Forecasting: A Time Series Analysis of Sick Leave Absences in Sweden and Evaluating the Impact of Macro Factors

    University essay from Lunds universitet/Matematisk statistik

    Author : Marcus Lindell; Casper Schwerin; [2023]
    Keywords : AI; Machine Learning; Time series analysis; Modeling; Sick absence; Forecasting; Macro factors; Stochastic processes; Mathematics and Statistics; Technology and Engineering;

    Abstract : Sick absence affects companies both operationally and economically and the matter has become increasingly prominent following the COVID-19 pandemic. MedHelp Care is an e-health company working towards increasing workplace wellness by offering insights into absence and rehabilitation matters. READ MORE

  4. 23. Unsupervised Anomaly Detection in Multivariate Time Series Using Variational Autoencoders

    University essay from Lunds universitet/Matematik LTH

    Author : Elias Aronsson; [2023]
    Keywords : Anomaly Detection; Variational Autoencoder VAE ; Unsupervised Learning; Machine learning; AI; Technology and Engineering;

    Abstract : In this master’s thesis, a novel unsupervised anomaly detection tool was developed in collaboration with Sandvik Rock Processing to assist engineers and experts in analyzing large amounts of sensor data from cone crushers used in the stone crushing industry. The tool focuses on analyzing power, pressure, and CSS sensor data. READ MORE

  5. 24. Offloading Workloads from CPU of Multiplayer Game Server to FPGA : SmartNIC implementation with UDP Communication

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

    Author : Junwen Bao; [2022]
    Keywords : FPGA; UDP; Multiple-connection Server; Network Communication; Integrated Circuit Design; FPGA; UDP; server med flera anslutningar; nätverkskommunikation; Integrerad kretsdesign;

    Abstract : For multiplayer games, the performance of the server’s Central Processing Unit (CPU) is the main factor that limits the number of players on the server at the same time. Compared with the CPU, the Field-Programmable Gate Array (FPGA) architecture has no instructions set and no shared memory. READ MORE

  6. 25. An AI approach for quality improvement in heat treatment processing

    University essay from Uppsala universitet/Industriell teknik

    Author : Kruse Gustav; Lotta Åhag; [2022]
    Keywords : Artificial intelligence; heat treatment; mining; steel; smart manufacturing; pipeline; hardness; cooling; quality improvement;

    Abstract : Export of heat treated steel goods has an important impact on the Swedish economy which brings performance demands and expectations on production to keep a competitive market position. Sustainability and efficiency are two important aspects in meeting these demands. READ MORE