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

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

Hair removal preprocessing using the DullRazor algorithm before image generation. حسب Mujung Kim (22367223)

Classification of accessibility levels. حسب Xiaojie Feng (6873953)

الموضوعات: "…original multidimensional data…"

GA optimization + Naive Bayes classification. حسب André G. Coimbra (21354135)

الموضوعات:

PSO optimization + Naive Bayes classification. حسب André G. Coimbra (21354135)

الموضوعات:

Data Sheet 1_Efficient tree species classification using machine and deep learning algorithms based on UAV-LiDAR data in North China.docx حسب Hanyu Zhang (1425250)

"…Introduction<p>The unmanned aerial vehicle -based light detection and ranging (UAV-LiDAR) can quickly acquire the three-dimensional information of large areas of vegetation, and has been widely used in tree species classification.</p>Methods<p>UAV-LiDAR point clouds of Populus alba, Populus simonii, Pinus sylvestris, and Pinus tabuliformis from 12 sample plots, 2,622 tree in total, were obtained in North China, training and testing sets were constructed through data pre-processing, individual tree segmentation, feature extraction, Non-uniform Grid and Farther Point Sampling (NGFPS), and then four tree species were classified efficiently by two machine learning algorithms and two deep learning algorithms.…"

Summary of the no. of parameters, prediction time, and GPU usage of each classification model. حسب Shuvo Biswas (21728782)

الموضوعات:

Hyperparameters for each classification model. حسب Rodrigo Gutiérrez Benítez (19746443)

"…This study aims to investigate whether DA techniques can improve classification results using ML and DL algorithms for sentiment and emotion analysis of Spanish texts. …"

Glioma IDH1 mutation status classification model UCNet. حسب Fengning Liang (20927493)

الموضوعات:

Multiclass comparison of algorithms on test data for CIC-IoT23. حسب Arati Behera (19864844)

Classification accuracy as a function of the amount of training data. حسب Dovilė Kurmanavičiūtė (21072549)

Predictive performance of algorithms for binary classification of bacterial vs. non-bacterial meningitis: weighted average (AUC-ROC). حسب Audêncio Victor (10400699)

Comparison of results from various classification models. حسب Wenguang Li (6528113)

Comparison of ROC curves for various classification models. حسب Wenguang Li (6528113)

Application of Algorithm 2 in <i>S1 File</i> to identify three distinctive genes pivotal for classification. حسب Mostafa Rezapour (14141890)

Schematic Diagram of the ATF-DF Algorithm Concept. حسب Ming Gao (115719)

الموضوعات:

Illustrative diagram of the ATF-DF-WA algorithm. حسب Ming Gao (115719)

الموضوعات:

DeepGlobe Land Cover Classification Examples: Shows satellite images processed by classification algorithms, with land cover types such as agricultural land, forests, urban areas,... حسب Mingzhen Lu (21782047)

Linear interpolation dimension expansion algorithm flowchart. حسب Yuhang Zhang (3144870)

Binary classification task performance. حسب Thierry Jean (20691795)

الموضوعات: