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Machine learning applications for censored data
(Turun yliopisto, 2021-05-05)
The amount of data being gathered has increased tremendously as many aspects of our lives are becoming increasingly digital. Data alone is not useful, because the ultimate goal is to use the data to obtain new insights and ...
Data analysis tools for mass spectrometry proteomics
(Turun yliopisto, 2021-08-17)
ABSTRACT
Proteins are large biomolecules which consist of amino acid chains. They differ from one another in their amino acid sequences, which are mainly dictated by the nucleotide sequence of their corresponding genes. ...
Exploring the use of Twitter data to better understand church attendance
(Turun yliopisto, 2021-11-12)
Over recent years, the predominant narrative of UK churchgoing within the academic literature has been one of decline, underpinned by the secularisation thesis which posits that as society modernises, religious belief ...
Formation morphing and collision avoidance in swarms of robots
(Turun yliopisto, 2022-11-18)
Formation maintenance and collision avoidance are two of the key factors in swarm robotics. The demand for autonomous fleets of robots is ever increasing from manufacturing to product deliveries to surveillance to mapping ...
Self-aware reliable monitoring
(Turun yliopisto, 2021-10-08)
Cyber-Physical Systems (CPSs) can be found in almost all technical areas where they constitute a key enabler for anticipated autonomous machines and devices. They are used in a wide range of applications such as autonomous ...
Clinical risk modelling with machine learning: adverse outcomes of pregnancy
(Turun yliopisto, 2022-04-01)
As a complex biological process, there are various health issues that are related to pregnancy. Prenatal care, a type of preventative healthcare at different points in gestation is comprised of management, treatment, and ...
Essays on software vulnerability coordination
(Turun yliopisto, 2022-06-17)
Software vulnerabilities are software bugs with security implications. Exposure to a security bug makes a software system behave in unexpected ways when the bug is exploited. As software vulnerabilities are thus a classical ...
Learning of second language sound contrasts: Effects of training on the perception and production of second language vowel and consonant duration
(Turun yliopisto, 2022-11-05)
Listen-and-repeat training has been shown to be an effective tool for the learning of non-native phoneme contrasts. The aim of this thesis was to examine the learning of non-native duration contrasts using short-term ...
Self-Aware resource management in embedded systems
(Turun yliopisto, 2022-06-21)
Resource management for modern embedded systems is challenging in the presence of dynamic workloads, limited energy and power budgets, and application and user requirements. These diverse and dynamic requirements often ...
Reality guides for life before death
(Turun yliopisto, 2022-06-22)
The rise of the digital game industry has brought along a plethora of game design tools and frameworks. They are likely to be named specifically as design frameworks for games because their creators have been positioned ...