MSE for ILSTM algorithm in binary classification. حسب Asmaa Ahmed Awad (16726315)

"…The ILSTM was then used to build an efficient intrusion detection system for binary and multi-class classification cases. The proposed algorithm has two phases: phase one involves training a conventional LSTM network to get initial weights, and phase two involves using the hybrid swarm algorithms, CBOA and PSO, to optimize the weights of LSTM to improve the accuracy. …"

Illustration of the transformed binary images of normal, benign, and malignant samples into grayscale. حسب Tehnan I. A. Mohamed (16846175)

Analysis and design of algorithms for the manufacturing process of integrated circuits حسب Sonia Fleytas (16856403)

OneDataShare: Data Transfer Optimization as a Service - Talk حسب Tevfik Kosar (8399697)

OneDataShare: Data Transfer Optimization as a Service - Poster حسب Tevfik Kosar (8399697)

Training results. حسب Jack B. Maguire (5123183)

Comparative analysis of DDcGAN-GSOM’s True Positive Rate, False Alarm Rate, and Specificity. حسب Nanavath Kiran Singh Nayak (22184565)

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Architecture of proposed system model. حسب Nanavath Kiran Singh Nayak (22184565)

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F1-score analysis of DDcGAN-GSOM with existing methods. حسب Nanavath Kiran Singh Nayak (22184565)

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Accuracy analysis of DDcGAN-GSOM with existing techniques. حسب Nanavath Kiran Singh Nayak (22184565)

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Network simulation of the proposed method. حسب Nanavath Kiran Singh Nayak (22184565)

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Simulation parameters of SDN network. حسب Nanavath Kiran Singh Nayak (22184565)

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Generator loss of the proposed method. حسب Nanavath Kiran Singh Nayak (22184565)

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Simulation parameters of DDcGAN. حسب Nanavath Kiran Singh Nayak (22184565)

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Throughput analysis of DDcGAN-GSOM with prevailing approaches. حسب Nanavath Kiran Singh Nayak (22184565)

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Performance metrics. حسب Nanavath Kiran Singh Nayak (22184565)

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Performance comparison of proposed system with state-of-the-art approaches. حسب Nanavath Kiran Singh Nayak (22184565)

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Schematic representation of univariate ensemble-based feature selection. حسب Nanavath Kiran Singh Nayak (22184565)

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Energy consumption analysis of DDcGAN-GSOM with existing approaches. حسب Nanavath Kiran Singh Nayak (22184565)

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Precision analysis of DDcGAN-GSOM with current approaches. حسب Nanavath Kiran Singh Nayak (22184565)

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