Haku

The cryptocurrency market is considered high-risk compared to traditional investment channels such as stocks or bonds. The whole market trend is primarily affected by only a few top-of-the-market capitalization cryptocurrencies ...

Teaching neural network models to classify new tasks and old tasks on new domains is a process, where a common problem is the forgetting of previous tasks and/or domains. This problem is referred to as catastrophic forgetting. ...

In many industries, advances in artificial intelligence (AI) are causing fundamental changes in everyday work. As these advances are also increasing the creative capabilities of computational systems, it becomes relevant ...

Micro computed tomography and X-ray imaging as a whole are commonly used imaging techniques in research and medicine. As artificial intelligence has become more and more commonly used over the years it has also proven its ...

The study objective for this thesis is to investigate how artificial intelligence is being applied in the financial sector and further study algorithmic trading (AT) and its subset high-frequency trading (HFT). The thesis ...

This thesis describes the research work done for Novatron ltd. during the summer and fall of the year 2021. The purpose of the research was to find and compare methods for automatic motion and activity recognition for ...

Single image super-resolution is a long-lasting ill-posed problem which seeks attention from both academia and industry. The up-scaling the low-resolution images by digging out high-frequency details is still yet to be ...

Recently, with the development of Artificial Intelligence and Deep Learning in the field of robotics, especially to control robots for specific tasks. The traditional approach uses a large number of models to calculate the ...

Recommender systems have become increasingly relevant since big giants like Amazon, Netflix, and many other web services have started to enhance user’s experience based on recommendations. However, implementing state of ...