dr hab. inż. Paweł Pławiak

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Orcid ID: 

0000-0002-4317-2801

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profesor instytutu
Zespół badawczy

Zainteresowania: 

Machine Learning; Ensemble Learning; Deep Learning; Evolutionary Computation; Data Science

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Publikacje
Biblio RSS

2024

1. Ashayeri, H., N. Sobhi, P. Pławiak, S. Pedrammehr, R. Alizadehsani, and A. Jafarizadeh, "Transfer Learning in Cancer Genetics, Mutation Detection, Gene Expression Analysis, and Syndrome Recognition", Cancers, vol. 16, 2024.
2. Alam, F., P. Pławiak, A. Almaghthawi, M. Reza Chala Qazani, S. Mohanty, and and. Roohallah Alizadehsani, "NeuroHAR: A Neuroevolutionary Method for Human Activity Recognition (HAR) for Health Monitoring", IEEE Access, vol. 12, 2024.
3. Banoori, F., N. Ijaz, J. Shi, K. Khan, X. Liu, S. Ahmad, A. Jaya Prakash, P. Pławiak, and M. Hammad, "Few-Shot Bioacoustics Event Detection Using Transductive Inference With Data Augmentation", IEEE Sensors Letters, vol. 8, 2024.
4. Daoui, A., M. Yamni, P. Pławiak, O. Alfarraj, and A. A. Abd El-Latif, "A New Chaotic Memristor-Based Cryptosystem for Secure Bio-Signal Transmission on Low-Cost Hardware", IEEE Access, vol. 12, 2024.
5. Daoui, A., M. Yamni, P. Pławiak, F. Alblehai, and A. A. Abd El-Latif, "Novel Integer Hahn Transform for Real-Time Lossless Image Authentication in IoT: A 32-Bit Microcontroller Implementation", IEEE Access, vol. 12, 2024.
6. Lamaakal, I., I. Ouahbi, K. El Makkaoui, Y. Maleh, P. Pławiak, and F. Alblehai, "A TinyDL Model for Gesture-Based Air Handwriting Arabic Numbers and Simple Arabic Letters Recognition", IEEE Access, vol. 12, 2024.
7. Li, M., J. Zhang, R. Alizadehsani, and P. Pławiak, "A Multi-Channel Advertising Budget Allocation Using Reinforcement Learning and an Improved Differential Evolution Algorithm", IEEE Access, vol. 12, 2024.
8. Moghadam, M. Poodineh, Z. Allah Moghadam, M. Reza Chala Qazani, P. Pławiak, and R. Alizadehsani, "Impact of Artificial Intelligence in Nursing for Geriatric Clinical Care for Chronic Diseases: A Systematic Literature Review", IEEE Access, vol. 12, 2024.
9. Rahimzadeh, G., P. Pławiak, S. Mohamed, K. Lacy, D. Nahavandi, R. Tadeusiewicz, and H. Asadi, "Significance of Physiological Signal Thresholds in the Early Diagnosis of Simulator Sickness", IEEE Access, vol. 12, 2024.
10. Sotoodeh, M., A. Kohan, M. Roshanzamir, S. Kumar Jagatheesaperumal, M. Reza Chala Qazani, J. Hassannata Joloudari, R. Alizadehsani, and P. Pławiak, "Comparison Between State-of-the-Art Color Local Binary Pattern-Based Descriptors for Image Retrieval", IEEE Access, vol. 12, 2024.
11. Yamni, M., A. Daoui, P. Pławiak, O. Alfarraj, and A. A. Abd El-Latif, "A Hardware-Accelerated Approach to Chaotic Image Encryption: LTB Map and FPGA Implementation", IEEE Access, vol. 12, 2024.
12. Yamni, M., A. Daoui, P. Pławiak, O. Alfarraj, and A. A. Abd El-Latif, "Novel Integer Reversible Charlier Transform for Image Reversible Data Hiding Application", IEEE Access, vol. 12, 2024.
13. Yang, L., J. Guofan, Z. Yixin, W. Qianze, Z. Jian, R. Alizadehsani, and P. Pławiak, "A Reinforcement Learning Approach Combined With Scope Loss Function for Crime Prediction on Twitter (X)", IEEE Access, vol. 12, 2024.
14. Sasmal, P., V. Sharma, A. Jaya Prakash, M.K. Bhuyan, K. Kumar Patro, N. Abdel Samee, H. Alamro, Y. Iwahori, R. Tadeusiewicz, R. U. Acharya, et al., "Semi-supervised generative adversarial networks for improved colorectal polyp classification using histopathological images", Information Sciences, vol. 658, 2024.
15. Kiziloluk, S., E. Sert, M. Hammad, R. Tadeusiewicz, and P. Pławiak, "EO-CNN: Equilibrium Optimization-Based hyperparameter tuning for enhanced pneumonia and COVID-19 detection using AlexNet and DarkNet19", Biocybernetics and Biomedical Engineering, vol. 44, 2024.
16. Fartitchou, M., I. Lamaakal, Y. Maleh, K. El Makkaoui, Z. El Allali, P. Pławiak, F. Alblehai, and A. A. Abd El-Latif, "IOTASDN: IOTA 2.0 Smart Contracts for Securing Software-Defined Networking Ecosystem", Sensors, vol. 24, 2024.

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