Pawel Plawiak

Gliwice, SL, Poland

Last Updated: 09/26/2026

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Found 53 publications

Credit risk prediction model for listed companies based on improved reinforcement learning and Bayesian optimization hyperband.

Credit risk prediction model for listed companies based on improved reinforcement learning and Bayesian optimization hyperband.

Journal: PloS one
Published: April 10, 2025

Machine learning-based academic performance prediction with explainability for enhanced decision-making in educational institutions.

Machine learning-based academic performance prediction with explainability for enhanced decision-making in educational institutions.

Journal: Scientific reports
Published: April 08, 2025

Real-Time Driver Drowsiness Detection Using Facial Analysis and Machine Learning Techniques.

Real-Time Driver Drowsiness Detection Using Facial Analysis and Machine Learning Techniques.

Journal: Sensors (Basel, Switzerland)
Published: January 05, 2025

Artificial intelligence analysis of ECG signals to predict arrhythmia recurrence after ablation of atrial fibrillation.

Artificial intelligence analysis of ECG signals to predict arrhythmia recurrence after ablation of atrial fibrillation.

Journal: Kardiologia polska
Published: January 02, 2025

Tiny Language Models for Automation and Control: Overview, Potential Applications, and Future Research Directions.

Tiny Language Models for Automation and Control: Overview, Potential Applications, and Future Research Directions.

Journal: Sensors (Basel, Switzerland)
Published: December 31, 2024

e-Concilium - an online platform for cardiology consultation: Results from a pilot study.

e-Concilium - an online platform for cardiology consultation: Results from a pilot study.

Journal: Kardiologia polska
Published: November 26, 2024

Image steganalysis using active learning and hyperparameter optimization.

Image steganalysis using active learning and hyperparameter optimization.

Journal: Scientific reports
Published: November 11, 2024

Explainable AI for lung cancer detection via a custom CNN on CT images.

Explainable AI for lung cancer detection via a custom CNN on CT images.

Journal: Scientific reports
Published: September 26, 2024

Free vibration characteristics of trapezoidal nanoplate rested on viscoelastic substrate with arbitrary boundary conditions using differential quadrature method.

Free vibration characteristics of trapezoidal nanoplate rested on viscoelastic substrate with arbitrary boundary conditions using differential quadrature method.

Journal: PloS one
Published: August 11, 2024

Modified Couple Stress Theory for nonlinear primary resonance of FG-GPLRC cylindrical shells in thermal environment.

Modified Couple Stress Theory for nonlinear primary resonance of FG-GPLRC cylindrical shells in thermal environment.

Journal: PloS one
Published: August 10, 2024

IOTASDN: IOTA 2.0 Smart Contracts for Securing Software-Defined Networking Ecosystem.

IOTASDN: IOTA 2.0 Smart Contracts for Securing Software-Defined Networking Ecosystem.

Journal: Sensors (Basel, Switzerland)
Published: July 18, 2024

Diagnostics of diabetic retinopathy based on fundus photos using machine learning methods with advanced feature engineering algorithms.

Diagnostics of diabetic retinopathy based on fundus photos using machine learning methods with advanced feature engineering algorithms.

Journal: Scientific reports
Published: May 27, 2024
Showing 1-12 of 53

Last Updated: 09/26/2026