The impact of the COVID-19 pandemic on the mental health of children with psychiatric diagnoses – multidimensional CCPCA Model

Kalenik, Anna Maria and Topolski, Mariusz and Górnik, Justyna and Wolańczyk, Tomasz

BMC Psychiatry, 2022

Waste Reduction Methods Used in Construction Companies with Regards to Selected Building Products

Białko, Marta and Hoła, Bożena and Topolski, Mariusz and Woźniak, Zuzanna

Applied Sciences, 2022

Modification of the Principal Component Analysis Method Based on Feature Rotation by Class Centroids

Topolski, Mariusz and Beza, Marcin

JUCS - Journal of Universal Computer Science, 2022
W ramach projektu IDSTREAM

Application of Multi-objective Optimization to Feature Selection for a Difficult Data Classification Task

Grzyb, Joanna and Topolski, Mariusz and Woźniak, Michał

Lecture Notes in Computer Science, 2021

Prediction model of seasonality in the construction industry based on the accidentality phenomenon

Hoła, Bożena and Topolski, Mariusz and Szer, Iwona and Szer, Jacek and Blazik-Borowa, Ewa

Archives of Civil and Mechanical Engineering, 2021

Novel feature extraction method for signal analysis based on independent component analysis and wavelet transform

Topolski, Mariusz and Kozal, Jędrzej

PLOS ONE, 2021

Application of Feature Extraction Methods for Chemical Risk Classification in the Pharmaceutical Industry

Topolski, Mariusz

Sensors, 2021
W ramach projektu IDSTREAM

Application of the Stochastic Gradient Method in the Construction of the Main Components of PCA in the Task Diagnosis of Multiple Sclerosis in Children

Topolski, Mariusz

Computational Science – ICCS 2020, 2020

Algorithm of Multidimensional Analysis of Main Features of PCA with Blurry Observation of Facility Features Detection of Carcinoma Cells Multiple Myeloma

Topolski, Mariusz

Progress in Computer Recognition Systems, 2019

Algorithm for Constructing a Classifier Team Using a Modified PCA (Principal Component Analysis) in the Task of Diagnosis of Acute Lymphocytic Leukaemia Type B-CLL

Topolski, Mariusz and Topolska, Katarzyna

Hybrid Artificial Intelligent Systems, 2019