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

Efficiency of imputation algorithms. حسب Yongqi Bu (20477564)

Algorithmic experimental parameter design. حسب Chuanxi Xing (20141665)

"…Furthermore, the estimation of the DOA can be accurately carried out under low signal-to-noise ratio conditions. This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.…"

Algorithm for optimizing the model using transformer. حسب Weiling Liu (1465480)

Performance Analysis of Super-resolution Algorithms. حسب Persiya J. (21743388)

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

Spatial spectrum estimation for three algorithms. حسب Chuanxi Xing (20141665)

"…Furthermore, the estimation of the DOA can be accurately carried out under low signal-to-noise ratio conditions. This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.…"

Performance Metrics Comparison for Various Detection Algorithms. حسب Persiya J. (21743388)

Fusion methods comparison. حسب Wei Liao (166135)

الموضوعات:

Scatter diagram of different principal elements. حسب Jizhong Wang (7441697)

"…Secondly, principal component analysis is used for feature fusion to eliminate information redundancy between variables and construct fused features. …"

Computed mean error rate for each algorithm and dataset. حسب Yubraj Gupta (7465394)

الموضوعات:

Performance metrics evaluation of each algorithm on four diverse datasets. حسب Yubraj Gupta (7465394)

الموضوعات:

IOU values of four algorithms. حسب Hong Li (20183)

AUC results (%) compared among methods, the LACK algorithm cannot work on the GRAZ02 dataset and is replaced with “—”. The best results are highlighted in bold. حسب Hui Yang (91136)

Accuracy results (%) compared among methods, the LACK algorithm cannot work on the GRAZ02 dataset and is replaced with “—”. The best results are highlighted in bold. حسب Hui Yang (91136)

<b>ODS2 - Dataset of smear microscopy images labelled to evaluate algorithms for bacilli detection</b> حسب Marly G F Costa (19812192)

Supplementary file 1_Application of multidimensional gait feature fusion algorithm in gait assessment for patients with knee osteoarthritis.docx حسب Yuzhe Tan (22274731)

"…Background<p>To address the limitation in gait assessment for patients with knee osteoarthritis (KOA) and after total knee arthroplasty (TKA), where it is difficult to simultaneously quantify joint dynamic coordination and movement complexity, a multidimensional gait feature fusion algorithm is proposed.</p>Methods<p>Spatial motion data were collected from 70 participants (21 healthy controls, 24 KOA patients, and 25 post-TKA patients) using a 3D motion capture system. …"

Data Sheet 1_Algorithms on the rise: a machine learning–driven survey of prostate cancer literature.docx حسب Simin Gu (16475498)

"…Emerging frontiers included deep learning, radiomics, and multimodal data fusion. China (649 publications) and the United States (492 publications) led in research volume, while Germany demonstrated the highest proportion of multinational collaboration (39.29%). …"

Example measurement and analysis units for landscape elements. حسب Jaewon Han (8660295)

الموضوعات:

F1 results (%) compared among methods, the LACK algorithm cannot work on the GRAZ02 dataset and is replaced with “—”. The best results are highlighted in bold. حسب Hui Yang (91136)