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Visualization of motor symptoms related to Parkinson's disease using wearable sensors
(2019)
Kandidaatintyö
Kandidaatintyö
Parkinson Disease (PD) is the second most common neurological disease after Alzheimer. There is a need for long term monitoring to determine with higher accuracy the stage of the disease and regulate the levodopa treatment. ...
Trend Analysis in AI Research over time Using NLP Techniques
(2019)
Kandidaatintyö
Kandidaatintyö
The dramatic rise in the number of publications in machine learning related studies poses a challenge for companies and new researchers when they want to focus their resources effectively. This thesis aims to provide an ...
Automated clustering of perturbation-induced quantum scars
(2018)
Kandidaatintyö
Kandidaatintyö
Some of high-energy eigenstates of a highly disordered quantum system are strongly scarred by periodic orbits of the unperturbed classical counterpart. Detecting these scars has thus far relied on a researcher to go through ...
An approach to redesign of stainless steel handle for 3D metal printing
(2018)
Kandidaatintyö
Kandidaatintyö
The goal of this thesis, was to approach the redesign of a stainless-steel handle and to explore its most potential redesign targets, for manufacturing with the method of selective laser melting. Additionally, it was to ...
Audio dataset creation
(2018)
Kandidaatintyö
Kandidaatintyö
The goal of this thesis was to build an easily accessible and approachable environmental audio dataset for benchmarking machine learning algorithms. The samples in the created dataset were collected from Freesound, which ...
The Statistical Analysis of Noise in Triaxial Sensor
(2019)
- Kandidaatintyö - Bachelor's thesis
This thesis demonstrates the statistical behaviour of noise in triaxial sensors, particularly magnetometers. The simple algorithm is proposed to support statistical tests. It is shown by statistical test that the sensor ...
User interface for remotely managing a fleet of medical devices
(2019)
Kandidaatintyö
Kandidaatintyö
Epilepsy is a chronic disorder characterized by occasions of involuntary movement, also known as seizures. However, effective treatment requires that the seizures can be reliably recorded and accurately classified.
Neuro ...
Personalized ECG monitoring:by sparse representation based feature extraction
(2019)
Kandidaatintyö
Kandidaatintyö
Arrhythmia is a condition that may appear at any-time and anywhere. Unfortunately, the consequences are as well sometimes very serious for the suffering person. Therefore, the studies about automated ECG monitoring have ...
Indoor positioning and ZigBee - A study of ZigBee technology and it’s feasibility in indoor positioning
(2019)
Kandidaatintyö
Kandidaatintyö
Sisätilapaikannus, kotiautomaatio ja sensoriverkot yleistyvät nykyajan yhteiskunnassa. ZigBee on lyhyen matkan langaton verkkoteknologia, jota yleisesti käytetään juuri langattomissa sensori- ja kotiautomaatioverkoissa. ...
Calcium activity in astrocytes
(2018)
Kandidaatintyö
Kandidaatintyö
This Bachelor’s Thesis is a literature review on the calcium signaling in astrocytes, concentrating on the molecule- and cell-level. The study briefly surveys neural communication, and more thoroughly goes through the ...