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Maryam's Projects

article-context-recommendation-system icon article-context-recommendation-system

context-based article recommendation system that is implemented using several machine learning technologies. Among the approaches used are k-nearest neighbors (KNN), k-means clustering, decision trees, cosine similarity

bayan-robot- icon bayan-robot-

Bayan is a robot developed by University of Prince Mugrin students. It is mainly programmed to host the guests by pouring coffee to them. It also has the function to count people showing in frame.

data-mining icon data-mining

Analyze two datasets using data mining techniques for finding any patterns, forecasting and data visualization.

fraud-detection icon fraud-detection

Fraud classifier Model implemented by logstic regression, Decision tree, random forest. Achieving 99.7% accuracy using random forest.

hadith-strength-classifier icon hadith-strength-classifier

Hadith classifier uses NLP, web scraped and preprocessed data with features such as Narrator, speaker, page number, and source to classify if the Hadith is most likely not correct(0), weak(1), reputable(2), most likely correct(3)

physbench icon physbench

Simple, fast, and fair evaluation of remote physiological sensing models

rppg icon rppg

extraction of ppg signals and heart rate from face videos

sky-castle-bookstore icon sky-castle-bookstore

Sky Castle bookstore: an online bookstore where customers can order from list of books and a bill will be outputted.

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