ML algorithms used in this study. حسب Toheeb Salahudeen (21368040)

"…Although the precise relationship with mitochondrial pathways remains elusive, recent advances in machine learning present an avenue for further investigation. This study employed advanced machine learning techniques to classify major depressive disorders based on clinical indicators and mitochondrial oxidative stress markers. …"

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

الموضوعات:

Genetic Algorithm Performance. حسب Filipe Menezes (13205305)

الموضوعات:

Genetic Algorithm Flowchart. حسب Filipe Menezes (13205305)

الموضوعات:

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

Algorithm for the proposed work. حسب Shuvo Biswas (21728782)

الموضوعات:

Convergence curves for the applied algorithms. حسب Eslam Hamouda (5172083)

The algorithm for the Transformer-DN model. حسب Liang Na (22226855)

Shortest path calculation using Dijkstra’s Algorithm. حسب Qing Zhu (349093)

الموضوعات:

The algorithm to define the study population. حسب Michael C. Reed (6622226)

The ANFIS algorithm details. حسب Mohammadmahdi Taheri (21722285)

"…To overcome the challenges involved in the selection of a stock portfolio, this article presents a three-stage optimization model. In the first stage, the pharmaceutical industry data collected from the Tehran Stock Exchange (TSE) website is used to apply the robust ratio data envelopment analysis (RR-DEA) in GAMS software with respect to some specific financial indicators to determine efficient stocks in conditions of data uncertainty. …"

Two-step algorithm for updating the template. حسب Yuki Kimura (199693)

Simulated results of different DL algorithms using ISBI2016 dataset in centralized method. حسب Shuvo Biswas (21728782)

الموضوعات:

Metaheuristic algorithms for solving DNA-related problems. حسب Eslam Hamouda (5172083)

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)

Simulated results of different DL algorithms using ISBI2016 dataset in FedAvg approach. حسب Shuvo Biswas (21728782)

الموضوعات:

Simulated results of different DL algorithms using ISBI2017 dataset in FedAvg approach. حسب Shuvo Biswas (21728782)

الموضوعات:

Simulated results of different DL algorithms using ISBI2017 dataset in a centralized approach. حسب Shuvo Biswas (21728782)

الموضوعات:

Run times of two algorithms. حسب Gourab Saha (8987405)

الموضوعات: