History of Process Transformation حسب de Wit Coetsee (21380672)

A* Path-Finding Algorithm to Determine Cell Connections حسب Max Weng (22327159)

"…</p><p dir="ltr">Astrocytes were dissociated from E18 mouse cortical tissue, and image data were processed using a Cellpose 2.0 model to mask nuclei. Pixel paths were classified using a z-score brightness threshold of 1.21, optimized for noise reduction and accuracy. …"

VLCC-States: Versioned Lineage-Driven Checkpointing of Composable States - Application to LLMs حسب Bogdan Nicolae (19418197)

Adjusted LASSO coefficients, Mexico 2022. حسب Oliver Mendoza-Cano (9148646)

List of data tables. حسب Mukhtar Ijaiya (18935122)

"…By leveraging ML, HIV programs can implement data-driven, targeted interventions to improve care continuity. …"

Flow chart of data source inclusion. حسب Mukhtar Ijaiya (18935122)

"…By leveraging ML, HIV programs can implement data-driven, targeted interventions to improve care continuity. …"

Flowchart scheme of the ML-based model. حسب Noshaba Qasmi (20405009)

"…<b>I)</b> Testing data consisting of 20% of the entire dataset. <b>J)</b> Optimization of hyperparameter tuning. <b>K)</b> Algorithm selection from all models. …"

Predictive model-building process. حسب Mukhtar Ijaiya (18935122)

"…By leveraging ML, HIV programs can implement data-driven, targeted interventions to improve care continuity. …"

Comparison of models performance metrics. حسب Mukhtar Ijaiya (18935122)

"…By leveraging ML, HIV programs can implement data-driven, targeted interventions to improve care continuity. …"

Algoritmo de clasificación de expresiones de odio por tipos en español (Algorithm for classifying hate expressions by type in Spanish) حسب Daniel Pérez Palau (11097348)

"…</li></ul><p dir="ltr"><b>File Structure</b></p><p dir="ltr">The code generates and saves:</p><ul><li>Weights of the trained model (.h5)</li><li>Configured tokenizer</li><li>Training history in CSV</li><li>Requirements file</li></ul><p dir="ltr"><b>Important Notes</b></p><ul><li>The model excludes category 2 during training</li><li>Implements transfer learning from a pre-trained model for binary hate detection</li><li>Includes early stopping callbacks to prevent overfitting</li><li>Uses class weighting to handle category imbalances</li></ul><p dir="ltr">The process of creating this algorithm is explained in the technical report located at: Blanco-Valencia, X., De Gregorio-Vicente, O., Ruiz Iniesta, A., & Said-Hung, E. (2025). …"

Image 1_Random forest-driven mortality prediction in critical IBD care: a dual-database model integrating comorbidity patterns and real-time physiometrics.jpeg حسب Zhenze Zhang (22011422)

"…Predictors included demographics, comorbidities, laboratory parameters, vital signs, and disease severity scores. Missing data (<30%) were imputed using random forest. The cohort was split into training (75%) and internal testing (25%) sets, with hyperparameter optimization via 5-fold cross-validation. …"

Table 1_Random forest-driven mortality prediction in critical IBD care: a dual-database model integrating comorbidity patterns and real-time physiometrics.docx حسب Zhenze Zhang (22011422)

"…Predictors included demographics, comorbidities, laboratory parameters, vital signs, and disease severity scores. Missing data (<30%) were imputed using random forest. The cohort was split into training (75%) and internal testing (25%) sets, with hyperparameter optimization via 5-fold cross-validation. …"

Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants حسب Ahmed M. Alaa (5029781)

"…Risk prediction models currently recommended by clinical guidelines are typically based on a limited number of predictors with sub-optimal performance across all patient groups. Data-driven techniques based on machine learning (ML) might improve the performance of risk predictions by agnostically discovering novel risk predictors and learning the complex interactions between them. …"

Data_Sheet_1_Fine-Scale Coral Connectivity Pathways in the Florida Reef Tract: Implications for Conservation and Restoration.PDF حسب Charles Frys (8803796)

Data_Sheet_2_Fine-Scale Coral Connectivity Pathways in the Florida Reef Tract: Implications for Conservation and Restoration.pdf حسب Charles Frys (8803796)