Summary of the metrics of the different trained algorithms that performed best in the Testing process for each dataset. حسب Jaime B. Matas-Bustos (21772430)

Structure and the optimization technique of the algorithms adopted in the study. حسب M. A. Habib (16839161)

الموضوعات:

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

Feature Importance Analysis of the Algorithms expressed by SHAP indices. حسب M. A. Habib (16839161)

الموضوعات:

Statistical analysis of the prediction results from the ML algorithms. حسب M. A. Habib (16839161)

الموضوعات:

GenSearch algorithm. حسب Tarun Khajuria (12117309)

الموضوعات:

The actual training effect of four algorithms on original photo data (All images are original images taken by the author). حسب Xiaojun Wang (50332)

الموضوعات:

Comparison of information on predicting survival outcomes or metastasis of cancer patients using machine learning algorithms in the past. حسب Jingru Dong (14076094)

الموضوعات:

The run time for each algorithm in seconds. حسب Edward Antonian (21453161)

"…The goal of this paper is to examine several extensions to KGR/GPoG, with the aim of generalising them a wider variety of data scenarios. The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …"

Image decryption algorithm flow chart. حسب Ye Tao (326899)

الموضوعات:

Image encryption algorithm flow chart. حسب Ye Tao (326899)

الموضوعات:

Data inclusion and exclusion process. حسب Jingru Dong (14076094)

الموضوعات:

Performance in best and worst case scenarios. حسب Hongtao Wang (570131)

"…The five interconnected modules constituting the architecture include (i) multi-source data collection using RESTful APIs; (ii) weighted preprocessing pipelines using tokenization, lemmatization, and normalization; (iii) Adam algorithm-optimized model training and cross-entropy loss minimization-based training; (iv) adaptive real-time processing using dynamic window segmentation; and (v) an ongoing refinement loop using continuous user inputs, triggered by a feedback mechanism. …"

Subset lattices with parent set constraints and best sinks identified by CausNet-partial as an example. حسب Nand Sharma (21519845)

الموضوعات:

Algorithm process. حسب Wei Cui (92129)

Dynamic analysis of algorithms to select the best one. حسب Fizza Shafique (19996292)

Energy consumption in the PPO process. حسب Yunhu Huang (21402795)

"…Overall, the EITO_P algorithm has the best performance.</p></div>…"

Running time in the PPO process. حسب Yunhu Huang (21402795)

"…Overall, the EITO_P algorithm has the best performance.</p></div>…"

Comparison of ablation study. The deep model which consists of MOCOA-VMD and attention scheme achieves the best accuracy. حسب Hang Zhao (143592)

الموضوعات:

The method for determining the chemical constituents of unknown materials in the algorithm. حسب Dong Hyeok Choi (12562048)