Optimized Bayesian regularization-back propagation neural network using data-driven intrusion detection system in Internet of Things حسب Ashok Kumar K (21441108)

الموضوعات:

Model frame drawing. حسب Ning Zhao (84707)

"…<div><p>In the context of integrating sports and medicine domains, the urgent resolution of elderly health supervision requires effective data clustering algorithms. This paper introduces a novel higher-order hybrid clustering algorithm that combines density values and the particle swarm optimization (PSO) algorithm. …"

Recall curve of higher-order hybrid clustering algorithm incorporating LDA model. حسب Ning Zhao (84707)

Weighted covariance matrix based GEDM model. حسب Ning Zhao (84707)

"…<div><p>In the context of integrating sports and medicine domains, the urgent resolution of elderly health supervision requires effective data clustering algorithms. This paper introduces a novel higher-order hybrid clustering algorithm that combines density values and the particle swarm optimization (PSO) algorithm. …"

Flow chart of particle swarm algorithm. حسب Nour Eldeen Mahmoud Khalifa (19259450)

"…The process of designing each model can be divided into three phases. The first phase is feature extraction. …"

Flowchart of SIMPLE algorithm and PISO algorithm. حسب Feng Gao (3548)

"…Differences in exhaled gas vorticity and jet penetration depth across different flow models were identified. Finally, combined with the non-iterative algorithm, the optimal strategy of human respiration simulation was proposed. …"

Histogram of final time in our data. حسب Chung Kit Tam (18548014)

"…<div><p>This study presents a novel approach to modeling the velocity-time curve in 100m sprinting by integrating machine learning algorithms. …"

DeepDate model’s architecture design. حسب Nour Eldeen Mahmoud Khalifa (19259450)

"…The process of designing each model can be divided into three phases. The first phase is feature extraction. …"

UAV delivery routes in Phase 2. حسب Yingbo Mao (22522192)

Flow chart of density peak clustering algorithm. حسب Ning Zhao (84707)

"…<div><p>In the context of integrating sports and medicine domains, the urgent resolution of elderly health supervision requires effective data clustering algorithms. This paper introduces a novel higher-order hybrid clustering algorithm that combines density values and the particle swarm optimization (PSO) algorithm. …"

Schematic diagram of cluster centers in Phase 1. حسب Yingbo Mao (22522192)

Initial vehicle delivery routes in Phase 3. حسب Yingbo Mao (22522192)

Proposed architecture testing phase. حسب Yasir Khan Jadoon (21433231)

"…The proposed architecture is trained on the selected datasets, whereas the hyperparameters are chosen using the particle swarm optimization (PSO) algorithm. The trained model is employed in the testing phase for the feature extraction from the self-attention layer and passed to the shallow wide neural network classifier for the final classification. …"

Event-driven data flow processing. حسب Yixian Wen (12201388)

"…Subsequently, we implement an optimal binary tree decision-making algorithm, grounded in dynamic programming, to achieve precise allocation of elastic resources within data streams, significantly bolstering resource utilization. …"

Results of ablation experiment. حسب Ning Zhao (84707)

"…<div><p>In the context of integrating sports and medicine domains, the urgent resolution of elderly health supervision requires effective data clustering algorithms. This paper introduces a novel higher-order hybrid clustering algorithm that combines density values and the particle swarm optimization (PSO) algorithm. …"

Training process. حسب Ning Zhao (84707)

"…<div><p>In the context of integrating sports and medicine domains, the urgent resolution of elderly health supervision requires effective data clustering algorithms. This paper introduces a novel higher-order hybrid clustering algorithm that combines density values and the particle swarm optimization (PSO) algorithm. …"

Data set parameters. حسب Ning Zhao (84707)

"…<div><p>In the context of integrating sports and medicine domains, the urgent resolution of elderly health supervision requires effective data clustering algorithms. This paper introduces a novel higher-order hybrid clustering algorithm that combines density values and the particle swarm optimization (PSO) algorithm. …"

Vorticity for RNG <i>k-ε</i>+laminar model, t = 21.06 s. حسب Feng Gao (3548)

"…Differences in exhaled gas vorticity and jet penetration depth across different flow models were identified. Finally, combined with the non-iterative algorithm, the optimal strategy of human respiration simulation was proposed. …"

Vorticity for only RNG <i>k-ε</i> model, t = 21.06 s. حسب Feng Gao (3548)

"…Differences in exhaled gas vorticity and jet penetration depth across different flow models were identified. Finally, combined with the non-iterative algorithm, the optimal strategy of human respiration simulation was proposed. …"

Simulated trajectories from real data, optimal schedule, and nearest optimal schedule. حسب Samuel Christensen (9922554)