K-means++ clustering algorithm. by Zhen Zhao (159931)

“…Subsequently, the feature factors corresponding to the model with the highest accuracy were selected as the optimal feature subsets and used in the model construction as input data. Additionally, considering the imbalanced in population spatial distribution, we used the K-means ++ clustering algorithm to cluster the optimal feature subset, and we used the bootstrap sampling method to extract the same amount of data from each cluster and fuse it with the training subset to build an improved random forest model. …”

The process of using the M.E.D.V.I.S. algorithm. by Hector Torres (11708207)

“…The algorithm also packaged all visualization and data into different folders for the user to peruse. …”

Image_1_Fast and flexible spatial sampling methods based on the Quadtree algorithm for ocean monitoring.tif by Yanzhi Zhou (18285742)

“…This study improved existing sampling methods based on the Quadtree (QT) algorithm. In the first-phase sampling, the gradient-based QT (GQT) algorithm is recommended since it avoids the repeated calculation of variance in the Variance QT (VQT) algorithm. …”

Measurement method of point cloud data. by Chenhua Jiang (20765737)

“…To address the issues of low processing quality and overall efficiency in the machining of aluminum alloy free-form surfaces, an efficient numerical control machining method based on surface segmentation has been proposed. …”

HIV screening algorithm. by Wei Li A. Koay (21094209)

Morpheus: A fragment-based algorithm to predict metamorphic behaviour in proteins across proteomes by Vijay Subramanian (20718933)

“…Morpheus exhaustively curates and uses fragment structural data from the protein data bank as well as the AlphaFold Protein Structure Database. …”

RFEcv algorithm flowchart. by Xinrui Wang (488330)

Visualization of mean absolute SHAP values for conditional algorithm for each class. by Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm for each class. by Sadia Nazim (21440115)

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

Dynamic window based median filtering algorithm. by Li Yuan (102305)

“…The model uses fixed K-mean algorithm for feature classification and optimizes median filtering algorithm using dynamic thresholding. …”

Graph embeddings used for TwiBot-20, Bitcoin OTC and Bitcoin Alpha datasets. by Agata Skorupka (20469080)

Subjects:

Data Sheet 1_Research on persimmon fruit diameter accurate detection method based on improved RCNN instance segmentation algorithm.zip by Yuan Fang (132924)

“…<p>Aiming at the problem of inaccurate fruit recognition and fruit diameter detection in the persimmon inspection process, this research proposes a novel persimmon accurate recognition and fruit diameter detection algorithm based on the Region-based Convolutional Neural Network (RCNN) Mask and instance segmentation algorithm. …”

Comparison of algorithms from other papers. We mark the top three results in bold. by Wangyouchen Zhang (21681025)

Hyperparameters’ setting for PSO algorithm. by Feng Shen (151470)

Subjects:

The comparison of results from the proposed architecture and state-of-the-art algorithms on the UNSW-B15, NSL-KDD and KDDCUP’99 dataset. by Abdullah Asım Yılmaz (20715311)

DASR algorithm flow chart. by Shinan Ding (20783580)

“…Firstly, the tree-level model based on human skeleton topology and bidirectional unbiased Kalman filter are used for noise reduction pre-processing of motion data to improve the accuracy of motion capture. …”

PLS-SEM algorithm. by Ernest Nyamekye (18451455)

Heat maps of mean scores over 50 datasets of the algorithms as a function of relative noise and number of samples. by Yuanchen Zhao (12905580)

Subjects:

The silhouette coefficient scores for different algorithms at various levels. by Xiaojie Feng (6873953)

Subjects: “…hierarchical clustering algorithm…”