CS 229
Machine Learning
Final projects from Autumn 2004
Predicting Freeway Congestion
Chris McNett
Supervised Learning of Query Term Relevant Product Recommendations
Thomas Philip Adams
Robotic Arm Control
Marina Sirota
Network Intrusion Detection
Ryohei Takahashi and Ling Xiao
Multi-Website Name Coreference Resolution
Sarah Solter and Julie Black
Probabilistic Independent Component Analysis for fMRI Data and Validating the Components using Learning Methods
Jian Zhang and Jing Chen
Machine learning algorithms for musical instrument recognition
Joelle Skaf
Classification of Network Flows
Jed Crosby
Vision and Learning for Quadruped Robot
Nick Sivo and Gurjeet Singh
Selection of Relevant Sites in Single Nucleotide Polymorphism
Aswath Manohar and Neha Agarwal
Grammar Acquisition in Natural Languages
Qizhi Chen and Stephane Laidebeure
Neural Network Approach to Option Pricing
Jaemyoung Kim
Unsupervised Learning for DNA Transcription Factors
Diane Schroeder
A System for Segmenting Video of Juggling
David Braginsky and NeilFred Picciotto
An EigenFace based approach to classify cell-signaling profiles
Nikesh Kotecha and Samuel Pearlman
Motor Skill Learning
Ping-Hsien Chin and Yu-Shan Chang
Reinforced Genre Classification and Vocal Segmentation of Popular Music
Daniel Jacobs
Feature Selection based on Maximizing the Separability in Gauss Mixture Models
Sangho Yoon
A Study on Aging Patterns of NBA Players
Andrew Aymeloglu
Chunking based learning of Associative Markov Networks for Segmentation of 3D Scan Data
Gaurav Garg and Geremy Heitz
Document Retrieval using Syntactic Analysis of Queries
Suchi Saria and Josh Taylor
Nonlinear Dimension Reduction Technique for Branching Structure
Joong Ho Won
Applying Sentiment Classification Techniques to the Personalization Problem
Kaan Baloglu and Rahul Pande
Stock Trading Learner
Bruce Lo
Dance, Dance Classification
Jenny Chen and Ian McGraw
Probabilistic Models for Identifying Genetic Basis of Gene Expression Variation
Su-In Lee
This Sentence is Not a Question, or Is It?
Praveen Kankanala
Learning Capital Structure Arbitrage
Russell Cummer and Dan Ben-Moshe
Using unlabelled data for Adaptation of Named-Entity Recognition Systems
Puneet Agrawal
Automated Failure Detection in Web Applications via Changes in User Behavior
Greg Friedman and Lukas Biewald
Using Unsupervised Learning to Build Image Feature Index Databases
Jiang Xuan and Eddy Hartanto
Semantic Context Classification
Benjanmin D'Angelo and Guy Isely
Control parameter optimization for autonomous driving on rough terrain
Joseph Baker-Malone
Machine Learning of Arm Dynamics for Collision Detection
Eric Berger
Probabilistic Group Scheduling For Chaotic People
Mike Brzozowski and Kendra Carattini
Data driven approach to generate dirt textures
Sung Hwan Chung
Simulating Autonomous Vacuum Cleaner using Particle Filters and PCA
Jason Kusuma and Kurt Tadayuki Miller
Separating Format and Content in Hypertext Documents
Michael Tung
Shape completion of nonrigid articulated objects
David Kale
K-Means Heuristics and Other Approaches to Clustering
David Berlekamp and Jared Kaplan
Learning to Focus Reasoning in a Reactive Agent
Nima Asgharbeygi and Negin Nejati
Quadrotor aircraft autonomous flight above ground effect using reinforcement learning control
Gabe Hoffmann
Spam Classification
Thuc Vu
Clustering Methods for Reference Resolution
Itamar Rosenn
Using Statistical Shape with Intensity and Texture Information for Abdominal Aortic Aneurysm Segmentation
Anthony Sherobondy
Snake robot motion planning for climbing obstacles
Wenmiao Lu
An Empirical Study of Public Education Spending and Student Performance
Avichal Garg
Sheet Music
James Connor and Alex Tomashevskiy
Stock Market Prediction
John Rice
Most Probable Ground Edge Explanation in an Image
Erick Delage
Learning an Event Model for Financial News and Stock Prices
Eric Foley
Bootstrapping
Shaun Lysen
Localization using Unsynchronized Ultrasonic Sensor Network with Unknown Node Locations
Ashutosh Saxena
Classification of remote sensing images with SVM
Alexandre Boucher
Image Segmentation for Desert Road Following
Kyle Heath
De-Obfuscation for Spam Emails
Honglak Lee