Haku

The integration of Internet of Things (IoT) technologies into buildings has given rise to the concept of "smart buildings" - intelligent and adaptive structures that leverage interconnected devices, sensors, and data ...

This thesis presents an Integrated Analytical Framework designed to enhance healthcare decision-making through advanced data analytics. The framework consolidates diverse healthcare data sources and employs sophisticated ...

This thesis explored the potential of prescriptive analytics to revolutionize healthcare decision-making. It began by highlighting the limitations of traditional, one-size-fits-all treatment approaches and the growing ...

This thesis mapped out and documented the automation of factory tasks using Machine Learning and 5G technology. It highlights the benefits of integrating Machine Learning in robotics, with a 5G-powered envi-ronment. The ...

Efficient energy forecasting methods have become the focal point to ensure sustainable energy production. The present study aimed to use cutting-edge machine learning models along with blended statistical models to precisely ...

The purpose of this thesis was to create an add-on for the LightningChart JS library to work with machine learning models. The thesis is aimed to be understandable for people unfamiliar with machine learning, while also ...

The aim of this thesis is to explain and practically show the operation of different types of neural networks. The thesis will prove that they all have the same primary idea at the core but have different goals, methods, ...

The theses’ aim is to explain and practically show the operation of different types of neural networks. Thesis will prove that they all have the same main idea at the core but have different goals, methods and components. ...