Haku
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Predicting image social tags using a convolutional neural network
(2018)
Pro gradu -tutkielma
Pro gradu -tutkielma
Convolutional Neural Networks (CNN) are regarded as the state-of-the-art approach in image classification tasks, i.e. predicting appropriate labels for an image. Active ongoing research in the field has produced methods ...
Performance analysis : a case study on network management system using machine learning
(2018)
Pro gradu -tutkielma
Pro gradu -tutkielma
Businesses have legacy distributed software systems which are out of traditional data analysis methods due to their complexities. In addition, the software systems evolve and become complex to understand even with the ...
Predicting Deterioration of Patients in the Intensive Care Unit
(2018)
Pro gradu -tutkielma
Pro gradu -tutkielma
The massive influx of data in healthcare encouraged the building of data-driven machine learning models in order to improve medical diagnosis and assess patients health status. Thus, gaining knowledge and actionable insights ...
Conceptual design on computer sentencing simulation based on SVM
(2018)
Pro gradu -tutkielma
Pro gradu -tutkielma
The criminal law in China is a relatively uncertain statutory punishment law, and the judge exercise the equitable discretion within the extent for discretionary action of sentencing. However, influenced by many objective ...