Confusion Matrix for Subspace algorithm (3000 Learning Cycles) providing insight into the performance evaluation of Subspace algorithm. حسب Sadia Nazim (21440115)

The performance matrix of different machine learning algorithms. حسب Ahmad M. Al-Omari (20460931)

Machine learning prediction algorithm flow chart. حسب Ahmad M. Al-Omari (20460931)

ML algorithms in cyber security. حسب Abdullah Asım Yılmaz (20715311)

Federated averaging algorithm pseudocode. حسب Hadi Mohammadian KhalafAnsar (22783784)

Proposed Algorithm. حسب Hend Bayoumi (22693738)

الموضوعات:

Visualization of mean absolute SHAP values for conditional algorithm for each class. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm for each class. حسب Sadia Nazim (21440115)

Confusion matrix for RUSBoost algorithm (3000 Learning Cycles) highlights the classification accuracy across different classes. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for conditional algorithm across all classes. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm across all classes. حسب Sadia Nazim (21440115)

Data Sheet 1_Development of a novel artificial intelligence algorithm for interpreting fetal heart rate and uterine activity data in cardiotocography.docx حسب Rohit Pardasani (22253656)

"…</p>Methods<p>Fetal tracings sourced from 19 birthing centers through a US-based healthcare delivery organization were clinically interpreted, labeled, quality checked, and ratified by clinicians to be included in the study. The algorithm using deep learning and rule-based techniques was developed to identify segments of interest (accelerations, decelerations, and contractions). …"

Data_Sheet_1_Development of prognostic models for advanced multiple hepatocellular carcinoma based on Cox regression, deep learning and machine learning algorithms.CSV حسب Jie Shen (31533)

"…</p>Methods<p>Eligible patients with HCC were obtained from the Surveillance, Epidemiology, and End Results (SEER) database, and then prognostic models were built using Cox regression, machine learning (ML), and deep learning (DL) algorithms. The model’s performance was evaluated using C-index, receiver operating characteristic curve, Brier score and decision curve analysis, respectively, and the best model was interpreted using SHapley additive explanations (SHAP) interpretability technique.…"

Data_Sheet_2_Development of prognostic models for advanced multiple hepatocellular carcinoma based on Cox regression, deep learning and machine learning algorithms.docx حسب Jie Shen (31533)

"…</p>Methods<p>Eligible patients with HCC were obtained from the Surveillance, Epidemiology, and End Results (SEER) database, and then prognostic models were built using Cox regression, machine learning (ML), and deep learning (DL) algorithms. The model’s performance was evaluated using C-index, receiver operating characteristic curve, Brier score and decision curve analysis, respectively, and the best model was interpreted using SHapley additive explanations (SHAP) interpretability technique.…"

Confusion matrix for Random Forest algorithm (3000 Number of trees) highlights the classification accuracy across different classes. حسب Sadia Nazim (21440115)

Top-rated mode of transport based on the SEU algorithm (SEU scores from 0 to 40). حسب Johannes Weyer (13392175)

The structure of the improved YOLOv5 algorithm. حسب Fucai Sun (20649103)

"…News of the fire is not uncommon, and fire has become the biggest hidden danger threatening the safety of public life and property. In this paper, a deep learning-based flame recognition method for complex scenes, GGSYOLOv5, is proposed. …"

Numbers of iterations (#Ite) and eigenvalue calculations (#Eig) in the DC algorithm on the random and chain graph datasets. حسب Tomokaze Shiratori (9635271)

الموضوعات:

The comparison of results from the proposed architecture and state-of-the-art algorithms on the UNSW-B15, NSL-KDD and KDDCUP’99 dataset. حسب Abdullah Asım Yılmaz (20715311)

Microbial Keystone Taxa Identification in Global Wastewater Treatment Plants Based on Deep Learning حسب Sen Wang (135167)

الموضوعات: