Senior Projects 2024
CS488
Senior Projects 2023
CS488
Tra-Vaughn James – Constructing a Modular Ancient DNA dating Pipeline using WDL
Irisa Shrestha – COVID19 Sentiment Analysis
Wisdom Boinde – Personalised Voice Recognition Program
Demi Bolatimi – Ethinicity Classification Machine Learning Model
Juan Junco – Generic Summary Generation to Produce a Highlighted Version of Documents
Darab Ali Qasimi – Age Detection using Neural Networks and Machine Learning
Sarthak Sharma – Identifying Bird Sounds
Ana Verulidze – Detecting typographic, particle, and sentence formation errors in JLPT N5 sentences using a rules-based system
Katrina Ziebarth – Integration of Database Management Systems and Video Game Engines for Optimal and Sub-Optimal Pathfinding
DS488
Overpower Gore – Using Machine Learning to Predict Social Unrest
Hailee Dang – Flower Recognition Using Machine Learning
Ihsan Alaeddin – Detecting Fake News Using Machine Learning
Andex Nguyen – Covid-19 Reception Rate in South East Asian Countries
Demi Bolatimi – African Language Classification Model
Ted Jacquet – Stock Trading & Investment Advisory
Darab Ali Qasimi – Credit Card Fraud Detection Using Data Analysis
Mana Yoshikawa – Exploring Topics and Word Used in Different Media
Senior Projects 2022
CS488
Tamara Blagojevic – Clandestine Grave Detection through Near-infrared and Visual Light Aerial Image Analysis
Jarred Costa – Research on DIY kit for a Portable Low-Cost Air-Quality Sensor-System
Uyen Nguyen – Movie Recommender System – Tuning Asymmetric Singular Value Decomposition
Liam Peachey – Parameterized Maze Generation Algorithm for Specific Difficulty Maze Generation
Andrew Strozewski – Detecting malicious URLs with incremental machine learning
Ali Farahmand – Cancer metastasis detection using CNNs and transfer learning
Linh Ta – Chest X-Ray Abnormalities Detection with a focus on Infiltration
Lam Hoang – Applying and Comparing 1D-CNN Architectures in Music Genre
Classification
Abdul Khurshid – Cryptocurrency Price Prediction using Sentiment Analysis and Machine Learning
DS488
Devin Basley – NHL Win Probability Model
Adla Burza – How To Make Your Song Trending on Spotify
Khoa Nguyen – Deep Learning in Drug Development
Dai Nguyen Ba – The comparison of car accident fatality rate between
developed and developing countries
Hailee Dang – A new metric on predicting a stock performance
CS488 Senior Projects 2021
Davit Kvartskhava – Offline text-independent writer identification by learning the global feature vectors via triplet CNN [Paper][Poster]
Yujeong Lee – Digitizing Unpublished Cuneiform Tablets: Automated Image Post-Production Pipeline [Paper][Poster]
Joel Micheal Nti-Kyeremeh – Sarcasm Detection Using Neural Nets [Paper][Poster]
Kate Nguyen – An Integrated Model for Offline Handwritten Chinese Character Recognition Based on Convolutional Neural Netowkrs [Paper][Poster]
Muskan Uprety – Using Online Sentiment to Predict Stock Price Movement [Paper][Poster]
Benjamin Paff – Algorithms for Creating and Grading Congressional District Maps [Paper][Poster]
Yanzhi Li – Building MirageOS on Linux and Improvement to an OpenSource Project Solo5 [Paper][Poster]
Eliza Vardanyan – Finding correlation between fake news and corrosponding sentiment analysis [Paper][Poster]
Thuy Thai – Wildfire Simulation Program [Paper][Poster]
Phi Nguyen – Peer-to-peer char application using Hole-punching technique [Paper][Poster]
Pyone Thant Win – Image-based Fruit Calories Esimation using 3D Dimensions [Paper][Poster]
CS488 Senior Projects 2020
Yuqian Zhang – An Integrated Speaker Verification System useing MFCC and CNN [Paper][Poster]
Ryan Webb
Sari Stissi – A Functional and Scaleable User Platform for Automatic Fake News Detection [Paper][Poster]
Aakarsh Sinha – Machine Learning Models for Predicting and Modeling More Engaging Buisness Manuscripts [Paper][Poster]
Porter Libby – Composite Edge Detection in Convolutional Neural Networks [Paper][Poster]
Gyeongeun Lee – A Content-based Skincare Product Recommendation System [Paper][Poster]
Aditya Karan Kamireddy – Parks Puzzle is NP-Complete [Paper][Poster]
Lillian Gray – Gender Bias Detection Using Facebook Reactions [Paper][Poster]
Ali Gokcelioglu – Enhancement of Food Images Via Machine Learning [Paper][Poster]
Jordan Christian – Penetration Testing Using a Triangular Approach [Paper][Poster]
Vuong Khuat
Anh Dang – Cancer Prediction using Machine Learning Algorithms [Paper][Poster]
Lam Dang – Negation-Based Sentiment Analysis in Review [Paper][Poster]
Laurence Ruberl – A Dynamic User Interface Generated from JSON for Augmented and Virtual Reality Systems Using the Leap Motion Sensor [Paper][Poster]
Aleksandr Sergeev – An Application of Semantic Relation Extraction Models [Paper][Poster]
Adarsh Singh – Smart Library Management System [Paper][Poster]
Charles Drew-Wolak
CS488 Senior Projects 2019
Ahsan Khoja – 3D-Quantify: A workflow for generating Volume of an object using 2D images and Structure from Motion [Paper][Poster]
Ali Shahram Musavi – A Self-service System Using RFID [Paper][Poster]
Daiki Akiyoshi – Evaluating machine learning algorithms for stock market prediction [Paper][Poster]
Daniel Stoffregen – Keypoint Extraction and Analysis: Comparing Common Approaches to Image Merging [Paper][Poster]
Ethan Rountree – ColorSynth: An Audiovisual Tool for Understanding Harmonic Ratios [Paper][Poster]
Giorgi Kharshiladze – Using Heart Rate and Body Movement Data to Determine the Optimal Wake-up Time [Paper][Poster]
Herschel Darko – Combining heuristics with neural networks [Paper][Poster]
Justin Kerobo – Open-Source 3D Audio Sequencer for Sound and Musical Recognition in MaxMSP using HOA Library and Jitter [Paper][Poster]
Karan Shrestha – Lip Reading using Neural Network and Deep learning [Paper][Poster]
Priscilla Coronado – Testing the Efficiency of the Elo ranking algorithm and Reddits Hot Rank algorithm [Paper][Poster]
Sara Salloum – An Artistic Data Visualization of Pollution at Earlham College [Paper][Poster]
Shana Weissman – Database Indexing: Time Series Simulation Comparing R-tree and Inverted Index [Paper][Poster]
Vuong Khuat – Music Recommendation Using Collaborative Filtering [Paper][Poster]
Yuki Adams – Using Gesture Recognition to Navigate Google Chrome [Paper][Poster]
Benjamin Folk-Sullivan – Feasibility Study of the Usage of Blockchain Technology in Online Privacy Protection [Paper][Poster]
Chau Pham – Gerrymandering and Graph Partitioning: Approaches to Population Division Models [Paper][Poster]
Eli Ramthun – Evolutionary Development of an AI Agent for Games Featuring Procedurally Generated Content [Paper][Poster]
Flannery Currin – Modeling How Screen Readers Parse Data Visualizations [Paper][Poster]
Maniz Shrestha – Detecting Fake News with Sentiment Analysis and Network Metadata [Paper][Poster]
Mihn Vu – Political News Bias Detection using Machine Learning [Paper][Poster]
Rei Rembeci – Detecting Textual Analogies Using Semi-Supervised Learning [Paper][Poster]
CS488 Senior Projects 2017
Ashutosh Rai – Robyn: A Natural Language Interface to Database System for Medicine [Paper][Poster]
Ben Liebersohn – Twitter Map Reduce Methods and Results [Paper][Poster]
Bret Marshall – A Non-invasive Appliance and Application for Remote Washing Machine Monitoring [Paper][Poster]
Craig Earley – Measuring User Preferences for Web Presentations Using Open-Source Tools and a Holistic Approach [Paper][Poster]
Daniel Wilson – Optimizing Number of Keyframes to Improve Compression of MPEG-4 Files [Paper][Poster]
Deeksha Srinath – Cross-Platform Social Media Data Modeling [Paper][Poster]
Edward Ly – Open-Source Gesture Recognition for Virtual Orchestra Conducting Using the Kinect [Paper][Poster]
Jonathan Hicks – Emotion Detection Using OpenCV for Automatic Facial Recognition [Paper][Poster]
Samual Kahsay – Automating the Organizing Process for PDF Files [Paper][Poster]
SawYan Naung – EARL: Earlham Augmented ReaLity Campus Tour Application [Paper][Poster]
Tuguldur Baigalmaa – Compressing Deep Neural Networks [Paper][Poster]
These are papers/projects that were done in the past, before our move to portfolios and WordPress.
CS488 Senior Projects 2015
Sadie Coughlin-Prego – Data Sculpture [An Alternative Medium of Communication] – Paper PDF, Poster PDF
George Crowson – A Flexible Social Network Visualization – Paper PDF
Wilson Lin – Classification of Stars and Galaxies Using A Support Vector Machine Approach – Paper PDF
Kristin Muterspaw – “SketchIt! Or Some Other Clever Name” A Google Glass Application for Classical Studies – Paper PDF
Bryce Rainey – A Low-Cost Device for Flood Disaster Preparation Using an Arduino Board – Paper PDF
CS488 Senior Projects 2012
Leif DeJong – Access by Anyone from Anywhere on Anything – Paper PDF
CS488 Senior Projects 2007
Dylan Leeman – Topic Modeling with Latent Dirichlet Allocation – Paper PDF