portfolios.cs.earlham.eduComputer Science Student Portfolios

Log In Home Log In Welcome to Earlham CS Senior Capstone Experience. The archive for student work in the Earlham College Computer Science Senior Capstone. Senior Projects 2024 CS488 Loki Anda Jingwei Dai Momo Hirose Tien Phan Karolayne Gaona Chong Arata Katayama Long Trinh Evan Griswold August Nord Patrick Wande DS488 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 Egan White 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 Phan Nguyen 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...