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    Browsing Network & Distributed Systems by Publisher "IEEE Computer Society"

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      • Orthogonal Experimental Design Based Binary Optimization Without Iteration for Fault Section Diagnosis of Power Systems 

        Sun, Shunshun; Xiong, Guojiang; Suganthan, Ponnuthurai Nagaratnam ( IEEE Computer Society , 2024 , Article)
        Fault section diagnosis (FSD) is considerably indispensable for the continuous and reliable electricity supply. In general, the analytical model of FSD is solved by derivative-free intelligent metaheuristic algorithms. ...
      • Probabilistic Wind Power Forecasting Using Optimized Deep Auto-Regressive Recurrent Neural Networks 

        Arora, Parul; Jalali, Seyed Mohammad Jafar; Ahmadian, Sajad; Panigrahi, B. K.; Suganthan, P. N.; Khosravi, Abbas... more authors ... less authors ( IEEE Computer Society , 2023 , Article)
        Wind power forecasting is very crucial for power system planning and scheduling. Deep neural networks (DNNs) are widely used in forecasting applications due to their exceptional performance. However, the DNNs' architectural ...
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        Wireless Network Slice Assignment with Incremental Random Vector Functional Link Network 

        He, Yu Lin; Ye, Xuan; Cui, Laizhong; Fournier-Viger, Philippe; Luo, Chengwen; Huang, Joshua Zhexue; Suganthan, Ponnuthurai N.... more authors ... less authors ( IEEE Computer Society , 2022 , Article)
        This paper presents an artificial intelligence-assisted network slice prediction method, which utilizes a novel incremental random vector functional link (IRVFL) network to deal with the wireless network slice assignment ...

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