Schematics of SA and QA procedure. by Takuro Matsuta (21608505)

QA and SA solutions by truncated spectral expansion when by Takuro Matsuta (21608505)

Distribution of pro-group sizes before and after selecting the top 10 features. by Miray Unlu Yazici (14792680)

Advancing Our Understanding of Tropical Forests and Improving the Predictive Capability of Vegetation Models with Data–Model Integration at Barro Colorado Island by Rutuja Chitra-Tarak (7511930)

“…Representing the structural and functional complexity of tropical forests requires the ability to make detailed observations to inform model algorithms and parameters. …”

Structure diagram of the CGLU module. by Qian Shen (89639)

“…<div><p>In order to improve the real-time and feasibility of traffic sign detection for autonomous driving in complex traffic environments, this paper proposes a small target detection algorithm for traffic signs based on the YOLOv8 model. …”

SPPF-LSKA module structure. by Qian Shen (89639)

“…<div><p>In order to improve the real-time and feasibility of traffic sign detection for autonomous driving in complex traffic environments, this paper proposes a small target detection algorithm for traffic signs based on the YOLOv8 model. …”

The improved CSW-YOLO model framework. by Qian Shen (89639)

“…<div><p>In order to improve the real-time and feasibility of traffic sign detection for autonomous driving in complex traffic environments, this paper proposes a small target detection algorithm for traffic signs based on the YOLOv8 model. …”

Visualization result of yolov8 heatmap. by Qian Shen (89639)

“…<div><p>In order to improve the real-time and feasibility of traffic sign detection for autonomous driving in complex traffic environments, this paper proposes a small target detection algorithm for traffic signs based on the YOLOv8 model. …”

Traffic sign detection results of TT100K. by Qian Shen (89639)

“…<div><p>In order to improve the real-time and feasibility of traffic sign detection for autonomous driving in complex traffic environments, this paper proposes a small target detection algorithm for traffic signs based on the YOLOv8 model. …”

Traffic sign detection results of CCTSDB 2021. by Qian Shen (89639)

“…<div><p>In order to improve the real-time and feasibility of traffic sign detection for autonomous driving in complex traffic environments, this paper proposes a small target detection algorithm for traffic signs based on the YOLOv8 model. …”

List of organoids lines used in the research. by Anna Demchenko (18449439)

“…This study presents a semi-automatic algorithm for image analysis of respiratory organoids (nasal and lung organoids), employing the U-Net architecture and CellProfiler for organoids segmentation. …”

Table 1_Generating normative data from web-based administration of the Cambridge Neuropsychological Test Automated Battery using a Bayesian framework.docx by Elizabeth Wragg (19710640)

“…Markov Chain Monte Carlo algorithms generated a large synthetic dataset from posterior distributions for each outcome measure, capturing normative distributions of cognition as a function of age, sex and education.…”

Flowchart of abnormal detection for CCL. by Zhibo Xie (6790775)

“…Then, the main three kinds of abnormal events are analyzed, and the judgment conditions of abnormal events based on correlation coefficient are deduced. Finally, a measurement anomaly detection scheme based on the improved iForest algorithm is given, including the algorithm flow chart and the pseudocode of key functions.…”

Digitally Assisted Single-Particle Tracking for Accurate Analysis of Complicated Cargo Transport Dynamics in Microtubule Networks by Xiaodong Cheng (8947)

“…By integrating intensity measurements with advanced digital classification algorithms to process defocused half-plane image patterns captured through bifocal parallax microscopy, this approach extends the angular resolution range from the conventional method to a full 0–360° range, even in heterogeneous cellular environments, while maintaining high spatial and temporal resolutions. …”

Digitally Assisted Single-Particle Tracking for Accurate Analysis of Complicated Cargo Transport Dynamics in Microtubule Networks by Xiaodong Cheng (8947)

“…By integrating intensity measurements with advanced digital classification algorithms to process defocused half-plane image patterns captured through bifocal parallax microscopy, this approach extends the angular resolution range from the conventional method to a full 0–360° range, even in heterogeneous cellular environments, while maintaining high spatial and temporal resolutions. …”

Sample size determination for multidimensional parameters and the A-optimal subsampling in a big data linear regression model by Sheng Zhang (111330)

“…<p>To efficiently approximate the least squares estimator (LSE) in a Big Data linear regression model using a subsampling approach, optimal sampling distributions were derived by minimizing the trace norm of the covariance matrix of a smooth function of the subsampling LSE. …”

Overview of mouse ovary analysis using Vizgen MERFISH data. by Ian K. Gingerich (22822222)

Data Sheet 1_Metabolic-stem cell crosstalk in PD: NK1 cells as key mediators from a bioinformatics perspective.pdf by Junxin Zhao (16721864)

“…Our analytical workflow entailed: differential expression screening, functional enrichment, protein–protein interaction (PPI) network construction, and machine learning (ML) algorithms.…”

Histogram of MCMC estimates of <i>ϑ</i>. by Salem A. Alyami (10572611)

“…In the end, for illustrative reasons, an algorithmic application to actual data is investigated.…”

Two datasets. by Salem A. Alyami (10572611)

“…In the end, for illustrative reasons, an algorithmic application to actual data is investigated.…”