Running time comparison of different algorithms. حسب Shuang Guo (294074)

الموضوعات:

Data Sheet 1_Contrast-enhanced CT radiomics combined with multiple machine learning algorithms for preoperative identification of lymph node metastasis in pancreatic ductal adenoca... حسب Yue Huang (285485)

"…Objectives<p>This research aimed to assess the value of radiomics combined with multiple machine learning algorithms in the diagnosis of pancreatic ductal adenocarcinoma (PDAC) lymph node (LN) metastasis, which is expected to provide clinical treatment strategies.…"

Framework of SW-Metapath2vec algorithm. حسب Lang Chai (20521817)

"…The results indicate that SW-Metapath2vec significantly outperforms benchmark algorithms. Notably, the algorithm maintains high predictive performance even when a substantial proportion of network nodes are removed, demonstrating its resilience and potential for practical application in analyzing large-scale heterogeneous networks. …"

Flowchart of NABind algorithm. حسب Zheng Jiang (282949)

Distribution of node and edge types in the custom and OpenBioLink KGs. حسب Daniel Domingo-Fernández (5432273)

The node and edge statistics of dataset A. حسب Lu Sun (194355)

"…In this study, we used multi-source heterogeneous network information to build a network model, learn the network topology through multiple network diffusion algorithms, and obtain compressed low-dimensional feature vectors for predicting drug–target interactions (DTIs). …"

The node and edge statistics of dataset B. حسب Lu Sun (194355)

"…In this study, we used multi-source heterogeneous network information to build a network model, learn the network topology through multiple network diffusion algorithms, and obtain compressed low-dimensional feature vectors for predicting drug–target interactions (DTIs). …"

Summary of the BRIDES node selection procedure providing the minimum number of nodes required to reach a maximal score, and the number of multiple solutions with the same score for... حسب Cindy Bouchard (6844979)

Performance of PSAR algorithm with different weight coefficient <i>α</i>. حسب Shuang Guo (294074)

الموضوعات:

Pseudocode of the RPath algorithm. حسب Daniel Domingo-Fernández (5432273)

Table_3_Preoperative Prediction of Lymph Node Metastasis in Patients With Early-T-Stage Non-small Cell Lung Cancer by Machine Learning Algorithms.DOCX حسب Yijun Wu (325401)

"…A total of 23 variables were included to develop predictive models for LNM by multiple ML algorithms. …"

Table_2_Preoperative Prediction of Lymph Node Metastasis in Patients With Early-T-Stage Non-small Cell Lung Cancer by Machine Learning Algorithms.DOCX حسب Yijun Wu (325401)

"…A total of 23 variables were included to develop predictive models for LNM by multiple ML algorithms. …"

Table_1_Preoperative Prediction of Lymph Node Metastasis in Patients With Early-T-Stage Non-small Cell Lung Cancer by Machine Learning Algorithms.DOCX حسب Yijun Wu (325401)

"…A total of 23 variables were included to develop predictive models for LNM by multiple ML algorithms. …"

Schematic representation of the RPath algorithm. حسب Daniel Domingo-Fernández (5432273)

The predicted effect ranks of herbs in treating AD. حسب Xiaolu Wu (6718964)

الموضوعات:

16-node network structure diagram. حسب Naiwei Tu (22177688)

"…Finally, to validate this strategy, this paper conducted simulations using the IEEE 33-node system. The experimental results under multiple strategies show the feasibility and effectiveness of this paper strategy, which ensures the effective recovery of fault nodes after power failure.…"

16-node loop network encoding results. حسب Naiwei Tu (22177688)

"…Finally, to validate this strategy, this paper conducted simulations using the IEEE 33-node system. The experimental results under multiple strategies show the feasibility and effectiveness of this paper strategy, which ensures the effective recovery of fault nodes after power failure.…"

The resource demand prediction model of VNF instance. حسب Shuang Guo (294074)

الموضوعات:

Comparison of results from multiple runs. حسب Naiwei Tu (22177688)

"…Finally, to validate this strategy, this paper conducted simulations using the IEEE 33-node system. The experimental results under multiple strategies show the feasibility and effectiveness of this paper strategy, which ensures the effective recovery of fault nodes after power failure.…"

Variation in graph-level indices for lysozyme PSNs, observed versus posterior predictive distributions; simulated networks cover the observed GLI range, but also account for predic... حسب Fan Yin (170408)