Credit Card Fraud Classification Using Applied Machine Learning – A Comparative Study of 24 ML Algorithms by Kelechi Amamba (21022064)

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Element model generation method with geometric distribution errors by Yiqi Liu (21357815)

“…The product surface geometric distribution error is directly attached to the element nodes of the product ideal element model using the error surface reconstruction method and the replacement algorithm of the element node vector height based on the product’s point cloud data. …”

Visualization of mean absolute SHAP values for conditional algorithm across all classes. by Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm across all classes. by Sadia Nazim (21440115)

Algorithm assessment of temporal drought class using TPM. by Muhammad Asif Khan (7367468)

Plot comparing the circular tracking errors of the three algorithms. by Xiaosong Liu (66661)

The ANFIS algorithm details. by Mohammadmahdi Taheri (21722285)

“…To overcome the challenges involved in the selection of a stock portfolio, this article presents a three-stage optimization model. In the first stage, the pharmaceutical industry data collected from the Tehran Stock Exchange (TSE) website is used to apply the robust ratio data envelopment analysis (RR-DEA) in GAMS software with respect to some specific financial indicators to determine efficient stocks in conditions of data uncertainty. …”

Proposing sequence genetic distances with a locally greedy algorithm. by Hannah Waddel (21520023)

Data inclusion and exclusion process. by Jingru Dong (14076094)

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MAPR of GPT compared with optimal algorithm. by Ali Abir Shuvro (21982871)

“…<div><p>Large language models have revolutionized the field of natural language processing and are now becoming a one-stop solution to various tasks. …”

Errors from the LLM and simulated algorithms. by Ali Abir Shuvro (21982871)

“…<div><p>Large language models have revolutionized the field of natural language processing and are now becoming a one-stop solution to various tasks. …”

Average processing time versus GPU utilization. by Shinan Ding (20783580)

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Task paradigm and classification algorithm. by Alexander P. Rockhill (6053618)

Effect of post-processing model outputs on biodiversity estimates. by Valentine Fleuré (12822137)

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The overall process by which the Siamese model is trained and used for prediction of final classification of SDTM fields. by Eric Yang (243148)

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. …”

Machine learning prediction algorithm flow chart. by Ahmad M. Al-Omari (20460931)

Flow chart for data acquisition and processing. by Micanaldo Ernesto Francisco (18723706)

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Coarse-grained motion segmentation process. by Shinan Ding (20783580)

Subjects:

Average computation time for each algorithm. by Jinyu Wang (381467)

“…To address these problems, we propose a new, efficient real-time SLR data processing method. This algorithm combines single-stage filtering with a histogram-based approach and incorporates polynomial fitting to establish a predictive model. …”