Projects & Grants

Data and image analysis
Project IdSGS01/ÚVAFM/20
Main solverMgA. Jan Hůla
Periodr1/2020 - 12/2020
ProviderSpecifický VŠ výzkum
AnotationThis project thematically follows previous SGS titled "Preprocessing methods and techniques in data analysis" and at the same time is extended by particular directions related to Neural Networks. We will continue research in Dimensionality Reduction, various notions of similarity and Image processing. In addition, we will focus on a new type of neural networks designed to work with structured inputs, analysis of the influence of error function on model behavior and optimization of the architecture of pre-trained neural networks. Our theoretical and practical results will be presented at international and local conferences.