Cloud architecture. by Yousef Sanjalawe (22216626)

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Load balancing process. by Yousef Sanjalawe (22216626)

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t-Test results for SLADRO vs. baseline models. by Yousef Sanjalawe (22216626)

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Energy utilization during load balancing. by Yousef Sanjalawe (22216626)

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Throughput performance over time. by Yousef Sanjalawe (22216626)

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Tools and libraries for integration. by Yousef Sanjalawe (22216626)

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Hyperparameter tuning for DQN-based load balancing. by Yousef Sanjalawe (22216626)

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Hyperparameter tuning for CNN-LSTM model. by Yousef Sanjalawe (22216626)

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Makespan with fixed number of VMs. by Yousef Sanjalawe (22216626)

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GMM-KVS method flowchart. by Jingnan Yan (20727331)

“…To address this challenge, this paper proposes a novel trajectory learning method for robotic arms that combines Gaussian Mixture Model with a k-value selection algorithm. The proposed approach leverages the principles of the elbow method along with the properties of exponential functions, correction terms, and weight adjustments to accurately determine the optimal k-value. …”

Collected demonstration trajectories. by Jingnan Yan (20727331)

“…To address this challenge, this paper proposes a novel trajectory learning method for robotic arms that combines Gaussian Mixture Model with a k-value selection algorithm. The proposed approach leverages the principles of the elbow method along with the properties of exponential functions, correction terms, and weight adjustments to accurately determine the optimal k-value. …”

Schematic diagram of the elbow method. by Jingnan Yan (20727331)

“…To address this challenge, this paper proposes a novel trajectory learning method for robotic arms that combines Gaussian Mixture Model with a k-value selection algorithm. The proposed approach leverages the principles of the elbow method along with the properties of exponential functions, correction terms, and weight adjustments to accurately determine the optimal k-value. …”

PCA distribution of Caucasian populations from ADNI and ROSMAP cohorts in the 1KGP dataset. by Zilu Li (1477513)

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Classification performance of top 10 methylation probe subsets in three comparative groups. by Zilu Li (1477513)

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Classification performance variation with incremental methylation probes (top 50) across three comparative groups. by Zilu Li (1477513)

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Comparison of variance explained by four PRS models. by Zilu Li (1477513)

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Kernel density plots of four PRS models in CN vs. MCI group. by Zilu Li (1477513)

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Average AUC value under five-fold cross-validation for the four PRS models. by Zilu Li (1477513)

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Classification results of multi-omics data integration using AD-GCN model. by Zilu Li (1477513)

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Kernel density plots of four PRS models in MCI vs. AD group. by Zilu Li (1477513)

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