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. …"

Review of recent relevant studies along with the present study. حسب Kuiyuan Pan (21145338)

Presentation 1_Euterpe music therapy methodology and procedure algorithms.pdf حسب Tommaso Liuzzi (19956546)

"…</p>Methods<p>This paper presents a manual which specifies the procedures and algorithms of the EM, developed during a research program conducted in a pediatric hospital in Italy. …"

Presents the overall disproportionality analysis results, demonstrating significant signal detection across all algorithms employed. حسب Shiyu Wang (813972)

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

الموضوعات:

Acurracy comparison of CCA and FBCCA algorithms. حسب Hossein Hamidi Shishavan (19688384)

R file for the elementary computations presented in Section 3. حسب Jürgen Kampf (21354027)

An overview of the organization of the study program. حسب Marialuisa Gandolfi (8639238)

الموضوعات:

The genetic algorithm. حسب Viktoria Zemliak (19500335)

The ANFIS algorithm details. حسب Mohammadmahdi Taheri (21722285)

"…The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. For this problem, in the first stage 27 stocks were selected as samples from the (TSE) website using the proposed methods, and 23 stocks were entered into the price prediction stage. …"

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

الموضوعات:

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

الموضوعات:

Flowchart of MOSRS algorithm. حسب Vahid Goodarzimehr (21343124)

الموضوعات:

R file for the simulation of the mean values presented in Section 4.1. حسب Jürgen Kampf (21354027)

R file for the simulation of the logistic regression presented in Section 4.4. حسب Jürgen Kampf (21354027)

R file for the simulation of the mean values presented in Section 4.1. حسب Jürgen Kampf (21354027)

R file for the simulation of the linear regression presented in Section 4.3. حسب Jürgen Kampf (21354027)

R file for the (co)variances of the real data presented in Section 3. حسب Jürgen Kampf (21354027)

R file for the logistic regression of the real data presented in Section 3. حسب Jürgen Kampf (21354027)

R file for the simulation of the (co)variances presented in Section 4.2. حسب Jürgen Kampf (21354027)