Data Analysis/Object classification_HOSVD
Handwritten digit classification using higher order singular value decomposition
Recreation of an article "Handwritten digit classification using higher order singular value decomposition" by L. Elden and B. Savas (Science Direct, 2006.), consisting of a pdf file (theory background, dataset description, tests and results), MATLAB codes and datasets.
Data Analysis/Synonym exctraction
Synonym extraction from a monolingual dictionary "index.txt". This project is mostly based on "A Measure of Similarity between Graph Vertices: Applications to Synonym Extraction and Web Searching" by Vincent D. Blondel, Anahı Gajardo, Maureen Heymans, Pierre Senellart and Paul Van Dooren.
Data Analysis/Image classification
Tensor-based algorithm for image classification applied on MNIST and MNIST Fashion datasets. The work is based on article "Tensor-Based Algorithms for Image Classification" by Stefan Klus and Patrick Gelß