Szymon Wojciechowski

According to our database, Szymon Wojciechowski authored at least 15 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Graph-Based Machine Learning Estimation Methods for Backbone Optical Network Optimization.

Aleksandra Knapinska, Jakub Derda, Franciszek Strasburger, Szymon Wojciechowski, Jakub Klikowski, Piotr Lechowicz, Krzysztof Walkowiak

IEEE Trans. Cogn. Commun. Netw., 2026

2025

Evaluation of Multi- and Single-objective Learning Algorithms for Imbalanced Data.

Szymon Wojciechowski, Michal Wozniak

CoRR, November, 2025

How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation.

Pawel Zyblewski, Szymon Wojciechowski

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

F_β-plot - a visual tool for evaluating imbalanced data classifiers.

Szymon Wojciechowski, Michal Wozniak

Proceedings of the Classifier Learning from Difficult Data, 2025

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., June, 2023

Analysis of Extractive Text Summarization Methods as a Binary Classification Problem.

Joanna Komorniczak, Szymon Wojciechowski, Jakub Klikowski, Rafal Kozik, Michal Choras

Proceedings of the International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023), 2023

2022

Hybrid Regression Model for Link Dimensioning in Spectrally-Spatially Flexible Optical Networks.

Szymon Wojciechowski, Róza Goscien, Pawel Ksieniewicz, Krzysztof Walkowiak

IEEE Access, 2022

Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams.

Szymon Wojciechowski, Germán González-Almagro, Salvador García, Michal Wozniak

Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

2021

Multi-objective Evolutionary Undersampling Algorithm for Imbalanced Data Classification.

Szymon Wojciechowski

Proceedings of the Computational Science - ICCS 2021, 2021

2020

The Influence of Symmetrical Boundary Conditions on the Structural Behaviour of Sandwich Panels Subjected to Torsion.

Zbigniew Pozorski, Szymon Wojciechowski

Symmetry, 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

Employing Decision Templates to Imbalanced Data Classification.

Szymon Wojciechowski, Michal Wozniak

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2018

A comparison of classification strategies in rule-based classifiers.

Szymon Wojciechowski

Log. J. IGPL, 2018

2017

An Algorithm for Selective Preprocessing of Multi-class Imbalanced Data.

Szymon Wojciechowski, Szymon Wilk, Jerzy Stefanowski

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016

Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study.

Szymon Wilk, Jerzy Stefanowski, Szymon Wojciechowski, Ken J. Farion, Wojtek Michalowski

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016