Performance of machine learning algorithms. حسب Wenxue Liu (6877754)

A* Path-Finding Algorithm to Determine Cell Connections حسب Max Weng (22327159)

"…Future work aims to generalize this algorithm for broader biological applications by training additional Cellpose models and adapting the A* framework.…"

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

Comparison of results based on CycleGAN method. حسب Xiaojun Wang (50332)

الموضوعات:

RFEcv algorithm flowchart. حسب Xinrui Wang (488330)

Optimal hyperparameters of the model-agnostic meta-learning algorithm with few-shot tasks. حسب Soraya Khanmohmmadi (21539953)

Supplementary file 1_The value of unsupervised machine learning algorithms based on CT and MRI for predicting sarcopenia.doc حسب Huayan Zuo (22308277)

"…Objectives<p>This study aims to investigate the efficacy of unsupervised machine learning algorithms, specifically the Gaussian Mixture Model (GMM), K-means clustering, and Otsu automatic threshold partitioning, in predicting sarcopenia based on computed tomography (CT) and magnetic resonance imaging (MRI) data.…"

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

"…We find evidence that the generalised GLS-KGR algorithm is well-suited to such time-series applications, outperforming several standard techniques on this dataset.…"

Data supporting figures and tables in Attention-Based Framework for Automated Symbol Recognition and Wiring Design in Electrical Diagrams حسب IKENNA CLEMENT EKEKE (20995226)

"…</li><li>Validation Results on CGHD and DCD_Datasets (Table 6).</li><li>Wiring algorithm evaluation metrics (Table 7).</li></ul><p dir="ltr">Each table is provided in <b>CSV format</b> that maps the data file to the corresponding figure or table in the paper.…"

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

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)

Automated matching and visualisation of magnetic flux leakage data in shale gas pipeline based on ICP and DBSCAN algorithm حسب Leyao Gu (17897654)

UAV flight route and image control points. حسب Xiaowei Li (620087)

الموضوعات:

Temperature measurement at the wire tip during TSE MRI using the standard bases (“Channel coordinate”), low-SAR bases and safe-mode PTX MRI with channel settings determined in the... حسب Maryam Arianpouya (12299222)

الموضوعات:

Accuracy and average dots covered for difficulty level 11 using gradient descent to find the optimal solution. حسب Tarun Khajuria (12117309)

الموضوعات:

Image 2_Identifying network state-based Parkinson’s disease subtypes using clustering and support vector machine models.pdf حسب Benedictor Alexander Nguchu (9984371)

"…</p>Methods<p>Here, we employ K-means and hierarchical clustering algorithms on data from the Parkinson’s Progression Markers Initiative (PPMI) to identify network-specific patterns that describe PD subtypes using the optimal number of brain features. …"

Image 3_Identifying network state-based Parkinson’s disease subtypes using clustering and support vector machine models.pdf حسب Benedictor Alexander Nguchu (9984371)

"…</p>Methods<p>Here, we employ K-means and hierarchical clustering algorithms on data from the Parkinson’s Progression Markers Initiative (PPMI) to identify network-specific patterns that describe PD subtypes using the optimal number of brain features. …"

Image 1_Identifying network state-based Parkinson’s disease subtypes using clustering and support vector machine models.tiff حسب Benedictor Alexander Nguchu (9984371)

"…</p>Methods<p>Here, we employ K-means and hierarchical clustering algorithms on data from the Parkinson’s Progression Markers Initiative (PPMI) to identify network-specific patterns that describe PD subtypes using the optimal number of brain features. …"

Model’s measure methods. حسب Songsong Wang (8088293)

الموضوعات: "…necessitating extensive data…"

Data underlying the findings. حسب Carol Kotliar (22351525)