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

The run time for each algorithm in seconds. حسب Edward Antonian (21453161)

"…These methods are tested on both real and synthetic data, with the former taken from a network of air quality monitoring stations across California. …"

The notational conventions used in this paper. حسب Edward Antonian (21453161)

"…These methods are tested on both real and synthetic data, with the former taken from a network of air quality monitoring stations across California. …"

Dendrogram of the stock prices. حسب Muhammad Hilal Alkhudaydi (21560690)

"…By testing these models on real-world data obtained from the US stock market, we were able to obtain preliminary findings on their utility.…"

Descriptive statistics on stock prices. حسب Muhammad Hilal Alkhudaydi (21560690)

"…By testing these models on real-world data obtained from the US stock market, we were able to obtain preliminary findings on their utility.…"

Correlation heatmap of the principal components. حسب Muhammad Hilal Alkhudaydi (21560690)

"…By testing these models on real-world data obtained from the US stock market, we were able to obtain preliminary findings on their utility.…"

Mean squared Error on all unseen data. حسب Edward Antonian (21453161)

"…These methods are tested on both real and synthetic data, with the former taken from a network of air quality monitoring stations across California. …"

Possible graph filter functions. حسب Edward Antonian (21453161)

"…These methods are tested on both real and synthetic data, with the former taken from a network of air quality monitoring stations across California. …"

Data Sheet 1_Evaluating the effectiveness of AI-enhanced “One Body, Two Wings” pharmacovigilance models in China: a nationwide survey on medication safety and risk management.pdf... حسب Jian Yang (12136)

"…Participants were recruited through stratified convenience sampling to ensure a broad geographical and professional representation. Data were collected through a validated questionnaire and analyzed using ANOVA, regression analysis, decision tree models, and random forest algorithms. …"

<b>AI for imaging plant stress in invasive species </b>(dataset from the article https://doi.org/10.1093/aob/mcaf043) حسب Erola Fenollosa (20977421)

"…</li><li>The dataframe of extracted colour features from all leaf images and lab variables (ecophysiological predictors and variables to be predicted)</li><li>Set of scripts used for image pre-processing, features extraction, data analytsis, visualization and Machine learning algorithms training, using ImageJ, R and Python.…"