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Regularization of inverse problems by the Landweber iteration
(2019)
Landweber's method is a well-known iterative technique for regularizing linear and non-linear ill-posed equations. This thesis constructs in the Hilbert space setting a Landweber iteration to solve linear ill-posed inverse ...
Deep forecasting of electricity consumption and production
(2020)
Buildings stock represented 41% of the final European energy consumption in 2016. It is, therefore, critical to improve their energy efficiency. Forecasting the electricity consumption of buildings would help users in ...
Pitch correction of human singing voice using neural networks
(2020)
Pitch correction of vocals is an integral part of music production, and while there are automatic methods for the process, they tend to produce a recognizable sound and their usage can be clearly heard in the final audio. ...
Vital sign detection using short-range mm-wave pulsed wave radar
(2020)
Proximity sensors have been improving fast during the last decades. Using a radiation source and examining the reflected signal, it is possible to investigate the surrounding environment without contact. The mm-wave RADAR ...
Metric learning based pattern matching for species agnostic animal re-identification
(2021)
In the active effort to monitor and protect endangered animal species, modern technology is replacing the previously used conventional techniques of tracking using GPS or tagging which are considered invasive in nature. ...
Transformer networks for short-term forecasting of electricity prosumption
(2021)
Efficient energy management is accomplished by ensuring sustainable production of power and usage with minimized energy wastage. Electricity prosumption refers to electricity production and consumption. The forecasting of ...
Open-set plankton recognition
(2021)
Research on the plankton community is often dealt with acquiring species-level information of individual micro-organisms. The efficiency is limited when manually analyzing a massive collection of plankton image data generated ...
Plankton recognition using similarity learning
(2021)
Several automated classification methods for plankton images have been developed. These methods typically require an explicit description of features, data augmentation, and are not suitable for classes with a few example ...
Development and implementation of the data quality assurance subsystem for the MDM platform
(2021)
Data is the fuel for artificial intelligence systems, the raw material for analytical algorithms, and the basis for business process automation systems. If decision-makers do not have timely, relevant, and reliable ...
Magnetic properties of amorphous Fe-Si-B glass-coated microwires
(2021)
Microwires are fine wires with diameter in range of µm. These wires have attracted interest due to their outstanding magnetic properties, such as magnetic bistability. These properties makes them prospective candidates for ...