Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study. - Szymon Wilk; Jerzy Stefanowski; Szymon Wojciechowski; Ken J. Farion; Wojtek Michalowski (ITIB (1), 2016)

An Algorithm for Selective Preprocessing of Multi-class Imbalanced Data. - Szymon Wojciechowski; Szymon Wilk; Jerzy Stefanowski (CORES, 2017)

A comparison of classification strategies in rule-based classifiers. - Szymon Wojciechowski (Log. J. IGPL, 2018)

Employing Decision Templates to Imbalanced Data Classification. - Szymon Wojciechowski; Michal Wozniak 001 (HAIS, 2020)

Machine Learning Modelling and Feature Engineering in Seismology Experiment. - Michail Nikolaevich Brykov; Ivan Petryshynets; Catalin Iulian Pruncu; Vasily Georgievich Efremenko; Danil Yurievich Pimenov; Khaled Giasin; Serhii Anatolievich Sylenko; Szymon Wojciechowski (Sensors, 2020)

The Influence of Symmetrical Boundary Conditions on the Structural Behaviour of Sandwich Panels Subjected to Torsion. - Zbigniew Pozorski; Szymon Wojciechowski (Symmetry, 2020)

Multi-objective Evolutionary Undersampling Algorithm for Imbalanced Data Classification. - Szymon Wojciechowski (ICCS (3), 2021)

Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams. - Szymon Wojciechowski; Germán González-Almagro; Salvador García 001; Michal Wozniak 001 (HAIS, 2022)

Hybrid Regression Model for Link Dimensioning in Spectrally-Spatially Flexible Optical Networks. - Szymon Wojciechowski; Róza Goscien; Pawel Ksieniewicz; Krzysztof Walkowiak (IEEE Access, 2022)

Analysis of Extractive Text Summarization Methods as a Binary Classification Problem. - Joanna Komorniczak; Szymon Wojciechowski; Jakub Klikowski; Rafal Kozik; Michal Choras (CISIS-ICEUTE, 2023)

Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review. - Danil Yurievich Pimenov; Andrés Bustillo; Szymon Wojciechowski; Vishal S. Sharma; Munish Kumar Gupta; Mustafa Kuntoglu (J. Intell. Manuf., 2023)

Fβ-plot - a visual tool for evaluating imbalanced data classifiers. - Szymon Wojciechowski; Michal Wozniak 001 (CLD2, 2025)

How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation. - Pawel Zyblewski; Szymon Wojciechowski (CoRR, 2025)