Welcome to Earlham CS Senior Capstone Experience.

Code project: https://code.cs.earlham.edu/ldhoang18/cs488-capstone

Pitch #1 The  use of computing resources allows the processing of biological data and computational analysis. However in order to conver this data into useful information requires the us of a large number oftools, parameters, and dynamically changing reference data. … Read More

Idea #1 Using machine learning to identify if a webpage is malicious, sometimes websites are blacklisted and that’s how they are identified as malicious but its cumbersome to do that for every website and constant new sites, use ML to … Read More

Idea 1 : Maze Generation I would like to examine maze generation algorithms for the purpose of generating more challenging domains for search algorithms to solve. Creating domains that challenge existing search algorithms can assist in the development of more … Read More

Maze generation and solving: Hai, Zhou, Maze Router: Lee Algorithm These slides from Northwestern University give a great overview of maze routing algorithms. They discuss Lee algorithm, Handlock’s algorithm, Soukup’s algorithm, and more, along with their strengths and weaknesses, and … Read More

I want to create a tool that will protect a web application from malicious attacks. As a start, I would like to build a simple website where multiple users are able to sign up, authenticate and store information. Then, I … Read More

Pitch #1 We all at some point have received that suspicious message stating that we are being watched or an annoying pop up in which insists that our devices are riddled with virus’s. I seek to find out how often … Read More

ABSTRACT: Voting is an important Ensemble Learning technique. However, there has not been much discussion about leveraging the base classifiers’ consensus on unlabeled data to better inform the final prediction. My proposed method identifies the data points where the ensemble … Read More

Chest X-Ray Abnormalities Detection with a focus on Infiltration Abstract Navigating chest X-rays is an obligatory step to determine lung and heart diseases. Since many people now believe that Chest X-ray radiographs can detect COVID-19, the disease of the decade, … Read More

Project abstract: Heuristic evaluation is one of the most popular methods for usability evaluation in Human-Computer Interaction (HCI). However, most heuristic models only provide generic heuristic evaluation for the entire application as a whole, even though different parts of an … Read More

Predicting cryptocurrency price movements is a well-known problem of interest. In this modern age, social media represents the public sentiment about current events. Twitter especially has attracted a lot of attention from researchers who are studying the public sentiments. Recent … Read More