LAMBDA: A Large Model Based Data Agent حسب Sun Maojun (21464946)

"…<p>We introduce LArge Model Based Data Agent (LAMBDA), a novel open-source, code-free multi-agent data analysis system that leverages the power of large language models. …"

DMTD algorithm. حسب Yunhu Huang (21402795)

"…In this paper, expert knowledge is combined with deep reinforcement learning algorithm (Proximal Policy Optimization, PPO) and two enhanced intelligent train operation algorithms (EITO) are proposed. …"

Learning of the transformer layer. حسب Xueliang Guo (4797057)

"…This study introduces a 3D CNN encoder-decoder architecture specifically designed to enhance the processing capabilities of 3D medical imaging data. The development of the 3D CNN model utilizes the ADAM optimization algorithm to facilitate the training process. …"

Behavior transition networks generated from the sample data of <i>Neolamprologus multifasciatus</i> from the website (S1 Dataset). حسب Nicolai Kraus (19949667)

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Behavioral timelines for subject 9 from the sample data of <i>Neolamprologus multifasciatus</i> from the website (S1 Dataset). حسب Nicolai Kraus (19949667)

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The performance of Federated Harmony on three types of single cell data. حسب Ruizhi Yuan (16864629)

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The performance of Federated Harmony on two scRNA-seq data. حسب Ruizhi Yuan (16864629)

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Comparison of Uniform Manifold Approximation and Projection (UMAP)-based and feature-based spike sorting on synthetic data. حسب Daniel Suárez-Barrera (22676654)

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Part of gene pairs of the epistastic interactions detected on the seven GWAS data using Epi-SSA. حسب Liyan Sun (760586)

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3D PCA and t-SNE plots demonstrating well-separated clusters for network slices, further validating the INBSI model’s ability to learn meaningful, discriminative feature representa... حسب Md. Fahim Ul Islam (22470251)

Federated learning framework diagram. حسب JiaMing Wang (334865)

"…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …"

Flow diagram of proposed methodology. حسب Muhammad Waqar (500788)

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Flow chart of the proposed IRSA-BP diabetes prediction model. حسب Wan-Hua Zhang (21601139)

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Activation functions: Sigmoid function and ReLU function. حسب Wan-Hua Zhang (21601139)

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An iterative plot of the Cubic chaotic map. حسب Wan-Hua Zhang (21601139)

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Competitor methods results on FilmTrust dataset. حسب Muhammad Waqar (500788)

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Comparison of Testing Performance Using Various Performance Evaluation Indicators. حسب Wan-Hua Zhang (21601139)

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Description of the dataset features. حسب Wan-Hua Zhang (21601139)

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Evaluation results obtained with SARSA on ML-100K. حسب Muhammad Waqar (500788)

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Cantor-diagonal traversal of 6×6 grid. حسب Muhammad Waqar (500788)

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