profesor instytutu


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

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4. Żelasko, D., and P. Pławiak, "Ensemble learning techniques for transmission quality classification in Pay&Require multi-layer network", International Journal of Applied Mathematics and Computer Science, vol. 31, issue 1, 03/2021.  (1.01 MB)
5. Tuncer, T., S. Dogan, G. Naik, and P. Pławiak, "Epilepsy attacks recognition based on 1D octal pattern, wavelet transform and EEG signals", Springer, Multimedia Tools and Applications , 04/2021.  (1.58 MB)


11. Tuncer, T., F. Ertam, S. Dogan, E. Aydemir, and P. Pławiak, "Ensemble residual network-based gender and activity recognition method with signals", Journal of Supercomputing, vol. 76, issue 2020, pp. 2119–2138, 03/2020.  (2.74 MB)
15. Żelasko, D., P. Pławiak, and J. Kołodziej, "Machine learning techniques for transmission parameters classification in multi-agent managed network", 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), Melbourne, Australia, IEEE, 05/2020.  (877.3 KB)
16. Tuncer, T., S. Dogan, M. Abdar, and P. Pławiak, "A novel facial image recognition method based on perceptual hash using quintet triple binary pattern", Multimedia Tools and Applications, vol. 79, issue 39, pp. 29573-29593, 10/2020.  (1.69 MB)