Welcome to Earlham CS Senior Capstone Experience.

A new voting ensemble scheme Voting is a popular technique in Machine Learning to aggregate the predictions of multiple models and produce a more robust prediction. Some of the most widely used voting schemes are majority voting, rank voting, etc. … Read More

Author/Researcher: Yujeong (Erin) Lee Take a look at the project on Gitlab: https://code.cs.earlham.edu/elee17/capstone-cuneiform-image-processing. Watch the software demonstration on Youtube: https://youtu.be/XKweV6jdfxs Read the paper on Google Drive: https://drive.google.com/file/d/1FbfkI6wKPajhWrgkG2fCWU6BwHKeuqrM/view?usp=sharing Abstract Ancient Near Eastern cuneiform tablets document one of the earliest writing systems … Read More

Abstract For Twitter, a hashtag recommendation system is an important tool to organize similar content together for topic categorization. Much research has been carried out on figuring out a new technique for hashtag recommendation, and very little research has been … Read More

Abstract Artificial Intelligence (AI) has been used extensively in the field of medicine. More recently, advanced machine learning algorithms have become a big part of oncology as they assist with detection and diagnosis of cancer. Convolutional Neural Networks (CNN) are … Read More

Paper Code Software overview Abstract Writer identification based on handwriting plays an important role in forensic analysis of the documents. Convolutional Neural Networks have been successfully applied to this problem throughout the last decade. Most of the research that has … Read More

CS488: Senior Capstone Project -Muskan Uprety Keywords Stock Prediction, Sentiment Analysis, Stock Price Direction, Social Media Sentiment 1. Abstract Due to the current pandemic of the COVID-19, all the current models for investment strategies that were used to predict prices … Read More

Stock Price Prediction using Online Sentiment Stock Price Prediction using Online Sentiment Muskan Uprety Department of Computer Science Earlham College Richmond, Indiana, 47374 muprety17@earlham.edu KEYWORDS Stock prediction, sentiment analysis, price direction prediction . 1 ABSTRACT Due to the current pandemic … Read More

Final Paper A final version of the paper can be found here. Final Repository A final version of the repository can be found here. Changes Demographic weighting was added, as was a file that turns Rhode Island into 3 districts. … Read More

Finding correlation between fake news and correspondingsentiment analysis Abstract Detection of misinformation has become of great relevance and importance in the past few years. A significant amount of work has been done in the field of fake news detection using … Read More

Abstract With the increase in the number of forest fires worldwide, especially in the West of the United States, there is an urgent need to develop a reliable fire propagation model to aid fire fighting as well as save lives … Read More

Sarcasm Detection Using Neural Nets Abstract Over the last decade, researchers have come to realize that sarcasm detection is more than just another natural language task such as sentiment analysis. Problems like human error and longer processing times pertaining to … Read More

Abstract An ever-present problem in the world of politics and governance in the United States is that of unfairly political congressional redistricting, often referred to as gerrymandering. One method for removing gerrymandering that has been proposed is that of using … Read More

An Integrated Model for Offline Handwritten Chinese Character Recognition Based on Convolutional Neural Networks Abstract Optical Character Recognition (OCR) is an important technology in computer vision and pattern recognition that recognizes text embedded in images. Although the OCR achieved high … Read More

Abstract Modern internet architecture faces the challenge of centralized services by big tech companies, which capitalizes on the users’ information. Most of the well-known chat services at the moment have to depend on a third party server which stores the … Read More