Essays about: "Synthetic data"

Showing result 1 - 5 of 380 essays containing the words Synthetic data.

  1. 1. osimetric impact of system spe cific geometric distortion on head and neck treatment plans in MRI only based radiation therapy

    University essay from

    Author : Jesper Brovall; [2022-01-13]
    Keywords : Medical physics; Dosimetry; MRI; Radiation therapy;

    Abstract : Background/ purpose: Because of the superior soft tissue contrast, in comparison with computed tomography (CT) data, magnetic resonance imaging (MRI) is of high interest to include in a larger extent in the ra diation therapy (RT) process. In an MRI only workflow, the CT scan is excluded and a synthetic CT is used for treatment plan ning. READ MORE

  2. 2. Relieving skilled workers from routinetasks with automation : Evidence from an RPA automation of administrative social work in the Swedish municipality Ronneby – a synthetic control approach

    University essay from Uppsala universitet/Nationalekonomiska institutionen

    Author : Vincent Karlberg Hauge; [2022]
    Keywords : Automation; Robotic Process Automation; Synthetic Control Method; Financial aid;

    Abstract : With the continuously growing importance of technological development and automation, it is vital to separate the wheat from the chaff and distinguish the effective automation from the lesser. Previous economic research typically investigates automation on a sector or national level. READ MORE

  3. 3. Learning with Synthetically Blocked Images for Sensor Blockage Detection

    University essay from Linköpings universitet/Datorseende

    Author : Hoang Tran; [2022]
    Keywords : Machine learning; deep learning; neural networks; synthetic data; sensor blockage; domain adaptation;

    Abstract : With the increasing demand for labeled data in machine learning for visual perception tasks, the interest in using synthetically generated data has grown. Due to the existence of a domain gap between synthetic and real data, strategies in domain adaptation are necessary to achieve high performance with models trained on synthetic or mixed data. READ MORE

  4. 4. Prediction of industrial machine failure by analysing anomalies

    University essay from Högskolan i Gävle/Avdelningen för elektroteknik, matematik och naturvetenskap

    Author : Md Abdur Rahman Akash; [2022]
    Keywords : ;

    Abstract : The sudden downtime and unplanned maintenance not only drastically increase the maintenance cost but also decreases the production capacity for the manufacturer industries. This is because the machines on these industries fail suddenly and totally stop the production as the machine should be fixed by maintenance before it can run again. READ MORE

  5. 5. Super-Resolution Vehicle Trajectory using Recurrent Time Series Imputation

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Hasnain Roopawalla; [2022]
    Keywords : ;

    Abstract : Vehicle data finds its use in a variety of applications in the fields of machine learning and data analysis. The volume of available data is limited by the frequency of data collection, and for several reasons, it can be infeasible to simply amplify this frequency. READ MORE