Szymon Wojciechowski

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Constrained Clustering

Feature Engineering

Class Imbalance

Imbalanced Data

Top Venues

Publications

Szymon Wojciechowski, Michal Wozniak
-plot - a visual tool for evaluating imbalanced data classifiers. CoRR (2024)
Joanna Komorniczak, Szymon Wojciechowski, Jakub Klikowski, Rafal Kozik, Michal Choras
Analysis of Extractive Text Summarization Methods as a Binary Classification Problem. CISIS-ICEUTE (2023)
Danil Yurievich Pimenov, Andrés Bustillo, Szymon Wojciechowski, Vishal S. Sharma, Munish Kumar Gupta, Mustafa Kuntoglu
Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review. J. Intell. Manuf. 34 (5) (2023)
Szymon Wojciechowski, Germán González-Almagro, Salvador García, Michal Wozniak
Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams. HAIS (2022)
Szymon Wojciechowski, Róza Goscien, Pawel Ksieniewicz, Krzysztof Walkowiak
Hybrid Regression Model for Link Dimensioning in Spectrally-Spatially Flexible Optical Networks. IEEE Access 10 (2022)
Szymon Wojciechowski
Multi-objective Evolutionary Undersampling Algorithm for Imbalanced Data Classification. ICCS (3) (2021)
Zbigniew Pozorski, Szymon Wojciechowski
The Influence of Symmetrical Boundary Conditions on the Structural Behaviour of Sandwich Panels Subjected to Torsion. Symmetry 12 (12) (2020)
Michail Nikolaevich Brykov, Ivan Petryshynets, Catalin Iulian Pruncu, Vasily Georgievich Efremenko, Danil Yurievich Pimenov, Khaled Giasin, Serhii Anatolievich Sylenko, Szymon Wojciechowski
Machine Learning Modelling and Feature Engineering in Seismology Experiment. Sensors 20 (15) (2020)
Szymon Wojciechowski, Michal Wozniak
Employing Decision Templates to Imbalanced Data Classification. HAIS (2020)
Szymon Wojciechowski
A comparison of classification strategies in rule-based classifiers. Log. J. IGPL 26 (1) (2018)
Szymon Wojciechowski, Szymon Wilk, Jerzy Stefanowski
An Algorithm for Selective Preprocessing of Multi-class Imbalanced Data. CORES (2017)
Szymon Wilk, Jerzy Stefanowski, Szymon Wojciechowski, Ken J. Farion, Wojtek Michalowski
Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study. ITIB (1) (2016)