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appian

APPIAN is an open-source automated software pipeline for analyzing PET images in conjunction with MRI. The goal of APPIAN is to make PET tracer kinetic data analysis easy for users with moderate computing skills and to facilitate reproducible research.

dl_vgg16

modeling-a-meteor-

A differential model exploring how a meteor approaches Earth from multiple different cases.

mtri-presentation

MTRI Work

phishing-website-detection-using-ml

Phishing is one of the familiar attacks that trick users to access malicious content in order to gain their information. As of September 2021, the number of unique active phishing sites has been steadily increasing pressing the need for solutions. In terms of website interface and uniform resource locator (URL), the majority of phishing webpages look identical to the imitated webpages. Currently, blacklists—a giant list of websites that are deemed dangerous, such as Google Safe Browsing—are used to prevent users from visiting these fraudulent websites. An alternative approach was proposed in this paper using a heuristic-based method that considers features from these phishing websites in order to discern phishing or legitimate status. Website features will be explored for their relationship between predictors and the response (phishing status) to find the best subset of predictors. Using predictive modeling, linear and nonlinear classification models will be trained and validated to select the best overall model. Proceeding this, variable importance will be generated to investigate features of interest to consider for distinguishing website status.

principle-component-analysis-introduction

A simple guide to explaining the history of PCA and its practical uses through Wolfram Mathematica. Be sure to enable dynamics and evaluate the notebook.

regression-analyis-of-senic

A linear regression analysis into the SENIC dataset and to model the average number of days a patient will stay in a hospital from numerous predictor variables.

sql-programming-guide

A straightforward SQLite demo showcasing everything SQL.