Flowchart representation of lion optimization algorithm for hyperparameter tuning in the HCAP model. حسب Mohanad Faeq Ali (21354273)

الموضوعات:

BSTPP: a python package for Bayesian spatiotemporal point processes حسب Isaac Manring (20705955)

"…However, they are sometimes neglected due to the difficulty of implementing them. There is a lack of packages with the ability to perform inference for these models, particularly in python. …"

Configurations used in ALAAMs for undirected networks. حسب Alex Stivala (8356257)

الموضوعات:

Type II error rate from estimation of simulated outcomes using the EE algorithm. حسب Alex Stivala (8356257)

الموضوعات:

Comparison of MPNet and ALAAMEE software for ALAAM estimation. حسب Alex Stivala (8356257)

الموضوعات:

Configurations used in ALAAMs for directed networks. حسب Alex Stivala (8356257)

الموضوعات:

Type I error rate from estimation of simulated outcomes using the EE algorithm. حسب Alex Stivala (8356257)

الموضوعات:

Example ALAAMEE output. حسب Alex Stivala (8356257)

الموضوعات:

Type II error rate as the number of runs used for each sample is varied. حسب Alex Stivala (8356257)

الموضوعات:

Parameter estimates and estimated standard errors from the EE algorithm. حسب Alex Stivala (8356257)

الموضوعات:

Network descriptive statistics for the Deezer networks. حسب Alex Stivala (8356257)

الموضوعات:

Example ALAAMEE goodness-of-fit output. حسب Alex Stivala (8356257)

الموضوعات:

Illustration of the text transformation process before and after synonym replacement: The process begins with a sample initial text segment (Sample text before synonym replacement’... حسب Enock Niyonkuru (21246879)

الموضوعات:

Schematic of the approach: This schematic illustrates the entire workflow of the project. حسب Enock Niyonkuru (21246879)

الموضوعات:

Text Transformation Pipeline: An example of the multi-stage text transformation pipeline applied to a sample abstract (PMID: 30609739). حسب Enock Niyonkuru (21246879)

الموضوعات:

Comparative analysis of WordNet replacement impact on data distribution. حسب Enock Niyonkuru (21246879)

الموضوعات:

Comparison of window size for embedding with Wordnet synonym replacement (WN) and without (PM). While Table 1 compared the effects of different values of using a window size of 10,... حسب Enock Niyonkuru (21246879)

الموضوعات:

Non-biomedical word replacement algorithm: This algorithm outlines the process for replacing non-biomedical words in a corpus using WordNet. حسب Enock Niyonkuru (21246879)

الموضوعات:

Comparison of mean interconcept distance for embedding with WordNet synonym replacement (WN) and without (PM). The initial number of unique concepts in the total corpus was 3,018,9... حسب Enock Niyonkuru (21246879)

الموضوعات:

Comparative analysis of WN and PM methodologies: Figure (a) displays the bar chart comparing WN and PM across five distinct concept sets (Methods), highlighting the number of conce... حسب Enock Niyonkuru (21246879)

الموضوعات: