Browsing Conferinţa tehnico-ştiinţifică a studenţilor, masteranzilor şi doctoranzilor by Author "ADOCHIEI, Felix Constantin"

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Modeling and simulation of a K-means clustering algorithm in MATLAB and Python

DUȚĂ, Ștefana; DOROBANȚU, Laura-Elena; RADU, Dan-Gabriel (Universitatea Tehnică a Moldovei, 2023)

This paper presents an analysis of the K-means algorithm, a popular unsupervised learning technique used for clustering data based on similar features. For this, the implementation and performance of the K-means algorithm ...
Processing of MRI images for detection of brain tumors

DOROBANȚU, Laura Elena; RADU, Dan Gabriel; DUȚĂ, Ștefana (Universitatea Tehnică a Moldovei, 2023)

We used the MRI technique to achieve a dataset of ten images: five healthy brain images and five images of brains with tumors. To highlight tumor development, the images were preprocessed using OpenCV, converted into ...

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