Overall Structure of FuzzyMath-based financial efficiency prediction. حسب Yanyan Dong (1304145)

الموضوعات:

<b>Ethical Dilemmas in AI: Generative Models in Finance and Healthcare</b> حسب Meccy Joy (21381665)

"…Key findings highlight systemic issues such as discriminatory credit decisions, opaque diagnostic algorithms, and data misuse risks. The paper concludes with actionable recommendations and policy suggestions to ensure responsible, ethical AI development, including robust governance frameworks, regular audits, and cross-sectoral accountability mechanisms.…"

Supporting data for “The role of forest composition heterogeneity on temperate ecosystem carbon dynamic under climate change" حسب Ziyu Lin (9151064)

"…The process includes (1) harmonizing Landsat 5, 7, 8, and Sentinel-2 data using the HLS algorithm, and (2) filling temporal gaps with an optimized object-based STARFM fusion algorithm. …"

Data Sheet 2_UrbanAgri: a transfer learning-based plant stress identification framework for sustainable smart urban growth.pdf حسب Upinder Kaur (10805317)

"…Based on the capabilities of transfer learning, the model makes use of optimal feature extraction with small datasets, resolving the issue of data scarcity in cities. …"

Data Sheet 1_UrbanAgri: a transfer learning-based plant stress identification framework for sustainable smart urban growth.zip حسب Upinder Kaur (10805317)

"…Based on the capabilities of transfer learning, the model makes use of optimal feature extraction with small datasets, resolving the issue of data scarcity in cities. …"

Demonstration of algorithm convergence. حسب Quyuan Wang (8724972)

الموضوعات:

Image 4_Construction of a right ventricular function assessment model in patients undergoing invasive mechanical ventilation based on VExUS grading and the classification and regre... حسب Jun Gao (203098)

"…Objective<p>Investigate the correlation between right ventricular function ultrasound indicators and the Venous Excess Ultrasound (VExUS) grading system in patients undergoing invasive mechanical ventilation (IMV), and develop a right ventricular function assessment model using VExUS grading and the Classification and Regression Tree (CART) algorithm.…"

Image 1_Construction of a right ventricular function assessment model in patients undergoing invasive mechanical ventilation based on VExUS grading and the classification and regre... حسب Jun Gao (203098)

"…Objective<p>Investigate the correlation between right ventricular function ultrasound indicators and the Venous Excess Ultrasound (VExUS) grading system in patients undergoing invasive mechanical ventilation (IMV), and develop a right ventricular function assessment model using VExUS grading and the Classification and Regression Tree (CART) algorithm.…"

Image 3_Construction of a right ventricular function assessment model in patients undergoing invasive mechanical ventilation based on VExUS grading and the classification and regre... حسب Jun Gao (203098)

"…Objective<p>Investigate the correlation between right ventricular function ultrasound indicators and the Venous Excess Ultrasound (VExUS) grading system in patients undergoing invasive mechanical ventilation (IMV), and develop a right ventricular function assessment model using VExUS grading and the Classification and Regression Tree (CART) algorithm.…"

Image 2_Construction of a right ventricular function assessment model in patients undergoing invasive mechanical ventilation based on VExUS grading and the classification and regre... حسب Jun Gao (203098)

"…Objective<p>Investigate the correlation between right ventricular function ultrasound indicators and the Venous Excess Ultrasound (VExUS) grading system in patients undergoing invasive mechanical ventilation (IMV), and develop a right ventricular function assessment model using VExUS grading and the Classification and Regression Tree (CART) algorithm.…"

Ranking of alternatives based on . حسب Muhammad Abdullah (3357692)

الموضوعات:

Beta distributions’ parameter estimates for the benign and tumour samples, and the AUC and WD metrics, for the PCa data under the K⋅R model. حسب Koyel Majumdar (20416871)

الموضوعات:

Data generation algorithm. حسب Aluwani Ramalata (21262977)

Evaluating the robustness of GNNs compared to benchmarks (A) and their required training time (B). حسب Daniel Walke (21680915)

الموضوعات:

Statistical analysis of characteristics of the Framingham data set. حسب Lang Deng (5681033)

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Flow chart of the study population selection. حسب Elisa Dal Canto (9582176)

الموضوعات:

Supplementary file 1_Postoperative recurrence prediction model for perianal abscess using machine learning algorithms.docx حسب Dawei Wang (471687)

"…Objective<p>This study aimed to develop a machine learning–based model to predict recurrence risk after perianal abscess surgery, thereby supporting personalized follow-up and intervention strategies.…"

Comparison of proposed model with default ML classifiers and recent existing studies. حسب Ankur Kumar (1357440)

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Illustration of the hyperplane and margin of the modified SVM model: The figure shows how SVM develops the optimal hyperplane to separate two classes to maximize the margin. حسب Medhat A. Tawfeek (22522087)

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Evaluation of model performance on the mammalian DeepCell dataset. حسب Owen M. O’Connor (11965460)

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