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Analytical simulation of non-linearity effects compensation in all-optical orthogonal frequency division multiplexing systems
Published 2020“…The digital processing of the detected signals and Bit Error Rate (BER) calculation are performed by using DSP algorithm in Matlab software. In order to quantify the effectiveness of the proposed techniques, three AO-OFDM systems are demonstrated numerically before and after employing the nonlinearity mitigation techniques. …”
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Detecting Malware with Classification Machine Learning Techniques
Published 2023“…Decision Tree and Random Forest display superior performance compared to other algorithms with 100.00% accuracy. Furthermore, it is observed that feature selection and dimensionality reduction techniques can notably enhance classifier effectiveness while mitigating computational complexity. …”
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Detecting Malware with Classification Machine Learning Techniques
Published 2023“…Decision Tree and Random Forest display superior performance compared to other algorithms with 100.00% accuracy. Furthermore, it is observed that feature selection and dimensionality reduction techniques can notably enhance classifier effectiveness while mitigating computational complexity. …”
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Optimal Maintenance Scheduling for Multi-Component E-Manufacturing System
Published 2009“…Then, using genetic algorithm-based software which is called SimRunner and has been embedded by ProModel, the scheduling optimization procedure is run to find optimum maintenance schedule. …”
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