Found 23 results
Filters: Author is Paweł Pławiak [Clear All Filters]
A novel Discrete Wavelet-Concatenated Mesh Tree and ternary chess pattern based ECG signal recognition method. Elsevier, Biomedical Signal Processing and Control. 72. 2022.
Automated detection of shockable ECG signals: A review. Elsevier, Information Sciences.. 2021.
BARF: A new direct and cross-based binary residual feature fusion with uncertainty-aware module for medical image classification. Elsevier, Information Sciences. 577. 2021.
Comparison of various approaches to combine logistic regression with genetic algorithms in survival prediction of hepatocellular carcinoma. Elsevier, Computers in Biology and Medicine. 134. 2021.
Connectivity matrix model of quantum circuits and its application to distributed quantum circuit optimization. Springer, Quantum Information Processing. 20. 2021.
Development of accurate classification of heavenly bodies using novel machine learning techniques. Springer, Soft Computing. 25(2021). 2021.
Ensemble learning techniques for transmission quality classification in Pay&Require multi-layer network. International Journal of Applied Mathematics and Computer Science. 31(1). 2021.
Epilepsy attacks recognition based on 1D octal pattern, wavelet transform and EEG signals. Springer, Multimedia Tools and Applications .. 2021.
Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease. Wiley, Expert Systems. 38. 2021.
Hyperspectral Classification of Blood-Like Substances Using Machine Learning Methods Combined with Genetic Algorithms in Transductive and Inductive Scenarios. Sensors. 21. 2021.
A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs. Elsevier, Knowledge-Based Systems. 231. 2021.
ResNet‐Attention model for human authentication using ECG signals. Wiley, Expert Systems. 38(6):e12547.. 2021.
Smartphone-Based Human Sitting Behaviors Recognition Using Inertial Sensor. MDPI, Sensors. 21(19). 2021.
Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach. Elsevier, Pattern Recognition Letters. 133:33-40.. 2020.
Development of novel ensemble model using stacking learning and evolutionary computation techniques for automated hepatocellular carcinoma detection. Biocybernetics and Biomedical Engineering. 40(4):1512-1524.. 2020.
DGHNL: A new deep genetic hierarchical network of learners for prediction of credit scoring. Elsevier, Information Sciences. 516:401-418.. 2020.
Ensemble residual network-based gender and activity recognition method with signals. Journal of Supercomputing. 76(2020):2119–2138.. 2020.
Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries. Wiley, Expert Systems.. 2020.
Machine learning techniques for transmission parameters classification in multi-agent managed network. 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID).. 2020.
A mixed solution-based high agreement filtering method for class noise detection in binary classification. Elsevier, Physica A: Statistical Mechanics and its Applications. :124219.. 2020.
A novel facial image recognition method based on perceptual hash using quintet triple binary pattern. Multimedia Tools and Applications. 79(39):29573-29593.. 2020.
Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method. MDPI, Sensors. 23(19):5079.. 2019.