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Titlebook: Machine Intelligence and Signal Processing; Proceedings of Inter Sonali Agarwal,Shekhar Verma,Dharma P. Agrawal Conference proceedings 2020

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A Scanning Technique Based on Selective Neighbour Channels in 802.11 Wi-Fi Networks, mobile station to select the channel which is to be scanned. The proposed scheme has been simulated in NS-3. From the performance comparison, it has been observed that the proposed scheme performs better than that of IEEE 802.11g with respect to mean delay, packet loss ratio, jitter and throughput.
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Modified Flower Pollination Algorithm for Optimal Power Flow in Transmission Congestion, performance of the proposed algorithm is tested for single line outage, increased demand and variation in line power limits using modified IEEE 30 bus and IEEE 57 bus test systems. The results are compared with basic FPA, particle swarm optimization (PSO), random search method (RSM) and simulated annealing (SA).
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Face Classification Across Pose by Using Nonlinear Regression and Discriminatory Face Information,ve elastic-net regularized nonlinear regression (DENRNLR) is proposed for face recognition across pose. DENRNLR learns discriminant analysis-based kernelized regression model constrained by elastic-net regularization. The effectiveness of the proposed approach is demonstrated on UMIST and AT&T face database.
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