Marek Sikora
Politechnika Slaska
H-index: 20
Europe-Poland
Top articles of Marek Sikora
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Recommendation Algorithm Based on Survival Action Rules | Applied Sciences | Marek Hermansa Marek Sikora Beata Sikora Łukasz Wróbel | 2024/3/30 |
Classification, Regression, and Survival Rule Induction with Complex and M-of-N Elementary Conditions | Machine Learning and Knowledge Extraction | Cezary Maszczyk Marek Sikora Łukasz Wróbel | 2024/3/5 |
Separate-and-conquer survival action rule learning | Knowledge-Based Systems | Joanna Badura Marek Hermansa Michał Kozielski Marek Sikora Łukasz Wróbel | 2023/11/25 |
New Approach to Constructive Induction—Towards Deep Discrete Learning | Cezary Maszczyk Dawid Macha Marek Sikora | 2023/7/3 | |
Brightbox—a rough set based technology for diagnosing mistakes of machine learning models | Applied Soft Computing | Andrzej Janusz Andżelika Zalewska Łukasz Wawrowski Piotr Biczyk Jan Ludziejewski | 2023/7/1 |
From Web Catalogs to Google: A Retrospective Study of Web Search Engines Sustainable Development | Mariusz Duka Marek Sikora Artur Strzelecki | 2023/4/17 | |
Anomaly detection module for network traffic monitoring in public institutions | Sensors | M. Wawrowski Ł. Białas A. Kajzer | 2023/3/9 |
A Generic Component for Analytic Hierarchy Process-Based Decision Support and Its Application for Postindustrial Area Management | Infrastructures | Marcin Michalak Jacek Bagiński Andrzej Białas Artur Kozłowski Marek Sikora | 2023/12/20 |
Machine learning based analysis of relations between antigen expression and genetic aberrations in childhood B-cell precursor acute lymphoblastic leukaemia | Journal of Clinical Medicine | Jan Kulis Łukasz Wawrowski Łukasz Sędek Łukasz Wróbel Łukasz Słota | 2022/4/19 |
RuleXAI—A package for rule-based explanations of machine learning model | SoftwareX | Dawid Macha Michał Kozielski Łukasz Wróbel Marek Sikora | 2022/12/1 |
MAINE: a web tool for multi-omics feature selection and rule-based data exploration | Bioinformatics | Aleksandra Gruca Joanna Henzel Iwona Kostorz Tomasz Stęclik Łukasz Wróbel | 2022/3/15 |
Demand forecasting in the fashion business—an example of customized nearest neighbour and linear mixed model approaches | Joanna Henzel Łukasz Wawrowski Anna Kubina Marek Sikora Łukasz Wróbel | 2022/9/4 | |
Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations | Cezary Maszczyk Michał Kozielski Marek Sikora | 2022/9/4 | |
SCARI: Separate and conquer algorithm for action rules and recommendations induction | Information Sciences | Marek Sikora Paweł Matyszok Łukasz Wróbel | 2022/8/1 |
Energy consumption forecasting for the digital-twin model of the building | Energies | Joanna Henzel Łukasz Wróbel Marcin Fice Marek Sikora | 2022/6/13 |
Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability | Procedia Computer Science | Łukasz Wawrowski Marcin Michalak Andrzej Białas Rafał Kurianowicz Marek Sikora | 2021/1/1 |
Symptom-based early-stage differentiation between SARS-CoV-2 versus other respiratory tract infections—Upper Silesia pilot study | Scientific reports | Justyna Mika Joanna Tobiasz Joanna Zyla Anna Papiez Małgorzata Bach | 2021/6/30 |
Open–source–based environment for network traffic anomaly detection | Marcin Michalak Łukasz Wawrowski Marek Sikora Rafał Kurianowicz Artur Kozłowski | 2021/5/27 | |
Sensor-based predictive maintenance with reduction of false alarms—A case study in heavy industry | Sensors | Marek Hermansa Michał Kozielski Marcin Michalak Krzysztof Szczyrba Łukasz Wróbel | 2021/12/29 |
A sensor data-driven decision support system for liquefied petroleum gas suppliers | Applied Sciences | Michał Kozielski Joanna Henzel Łukasz Wróbel Zbigniew Łaskarzewski Marek Sikora | 2021/4/13 |
Co-Authors
