Publikacje
Found 21 results
Filters: Keyword is Machine learning [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
(2.11 MB)
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2022. 
Automated detection of shockable ECG signals: A review. Elsevier, Information Sciences.
(3.76 MB)
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2021. 
Comparative Study of Forecasting Models for COVID-19 Outbreak in Turkey. ASYU2021 .
(1.17 MB)
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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
(4.14 MB)
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2021. 
Development of accurate classification of heavenly bodies using novel machine learning techniques. Springer, Soft Computing. 25(2021)
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2021. Dynamic Positioning Interval Based On Reciprocal Forecasting Error (DPI-RFE) Algorithm for Energy-Efficient Mobile IoT Indoor Positioning. International Conference on Computer, Information and Telecommunication Systems (CITS).
(364.76 KB)
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2021. 
An End-to-End Trainable Feature Selection-Forecasting Architecture Targeted at the Internet of Things. IEEE Access.
(4.36 MB)
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2021. 
Energy-Efficient Indoor Positioning for Mobile Internet of Things Based on Artificial Intelligence. ASYU2021 .
(1.79 MB)
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2021. 
Ensemble learning techniques for transmission quality classification in Pay&Require multi-layer network. International Journal of Applied Mathematics and Computer Science. 31(1)
(1.01 MB)
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2021. 
MIRAI Botnet Attack Detection with Auto-Associative Dense Random Neural Network. 2021 IEEE Global Communications Conference.
(857.52 KB)
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2021. 
A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs. Elsevier, Knowledge-Based Systems. 231
(3.12 MB)
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2021. 
Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection. IEEE Access. 9
(1.86 MB)
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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.
(913.08 KB)
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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.
(1.1 MB)
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2020. 
DGHNL: A new deep genetic hierarchical network of learners for prediction of credit scoring. Elsevier, Information Sciences. 516:401-418.
(1.21 MB)
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2020. 
Ensemble residual network-based gender and activity recognition method with signals. Journal of Supercomputing. 76(2020):2119–2138.
(2.74 MB)
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2020. 
Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries. Wiley, Expert Systems.
(2.36 MB)
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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).
(877.3 KB)
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2020. 
Mitigation of Privacy Threats due to Encrypted Traffic Analysis through a Policy-Based Framework and MUD Profiles. Symmetry. 12(9)
(395.99 KB)
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2020. 
A novel facial image recognition method based on perceptual hash using quintet triple binary pattern. Multimedia Tools and Applications. 79(39):29573-29593.
(1.69 MB)
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2020. 
Deep learning with random neural networks. International Joint Conference on Neural Networks (IJCNN). :1633-1638.
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2016.