Piotr Artiemjew

University of Warmia and Mazury in Olsztyn — Poland

Computer Science · Physical Sciences

13h-index557citations103works0.32yr avg
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Research Topics

Rough Sets and Fuzzy Logic(58), Data Mining Algorithms and Applications(37), Advanced Algebra and Logic(11), Statistical and Computational Modeling(11), Data Management and Algorithms(10)

Publications103 total

A proposed reference model for the deployment of an integrated ai system in a large oncology center under the EU AI Act and MDR. Part I: Strategic & Operational Framework
Technical Sciences·2025Open Access
Feedforward Neural Networks as Universal Approximators
2025
Fuzzy Modeling Methods in Processing of Long Time Series
2025
Comparative Analysis of Hypercomplex and Real-Valued CNNs for Melanoma Detection: A Study on Batch Sizes
2025
Fuzzy Transform and Extreme Learning Machine for Solving Volterra Integral Equation
2025
Prototype System for Supporting Medical Diagnosis Based on Voice Interviewing
Applied Sciences·2025Open Access
A critical analysis of the theoretical framework of the Extreme Learning Machine
Neurocomputing·2025· 2 citedOpen Access
Randomness Versus Backpropagation in Machine Learning
Lecture notes in computer science·2025
Behavior Detection of Quadruped Companion Robots Using CNN: Towards Closer Human-Robot Cooperation
2025Open Access
From rough mereology to robust navigation: Expanding mobile robot strategies with diverse maps and enhanced goal-targeting mechanisms
International Journal of Applied Mathematics and Computer Science·2025Open Access
A Critical Analysis of the Theoretical Framework of the Extreme Learning Machine
arXiv (Cornell University)·2024Open Access
Three-Dimensional Path Planning: Navigating through Rough Mereology
arXiv (Cornell University)·2024Open Access
Prototyping Educational and Scientific Devices with a Custom Python Library for Lego Robot Inventor 5in1 Mindstorms Kit: A Leap Motion Integration Case Study
2024Open Access
On the evaluation of classification quality - the robustness of the AUC of Balance Accuracy Curve (BAC) to anomalies in the classification process
Procedia Computer Science·2024· 1 citedOpen Access
Predicting Children's Myopia Risk: A Monte Carlo Approach to Compare the Performance of Machine Learning Models
2024· 1 citedOpen Access
Data Streaming in Concept-Dependent Granulation
2023· 1 cited
The Identification of Bee Comb Cell Contents Using Semiconductor Gas Sensors
Sensors·2023· 3 citedOpen Access
Navigational Strategies for Mobile Robots Using Rough Mereological Potential Fields and Weighted Distance to Goal
Lecture notes in computer science·2023
Selected aspects of complex, hypercomplex and fuzzy neural networks
arXiv (Cornell University)·2022· 1 citedOpen Access
Accelerating concept-dependent granulation technique using data decomposition
2022 IEEE International Conference on Big Data (Big Data)·2022· 4 cited
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Frequent Co-authors

Lech Polkowski(16), Krzysztof Ropiak(5), Marek Kruk(3), Przemysław Górecki(3), Agnieszka Chojka(2), Jacek Rapiński(2), Ewa Paturej(2), Beata Bąk(2), Jakub Wilk(2), J. Wilde(2), Paweł Drozda(2), Krzysztof Sopyła(2), Aleksandra Kiślak-Malinowska(2), Lukasz Zmudzinski(2), Radosław Cybulski(2), Yiyu Yao(2), Davide Ciucci(2), Dun Liu(2), Dominik Ślȩzak(2), Beata Zielosko(2)