CS 229 Machine Learning |
A Framework for Stock Prediction. Hung Pham, Andrew Chien and Yongwhan Lim. [pdf]
A Generalized Method to Solve Text-Based CAPTCHAs. Jason Ma, Bilal Badaoui and Emile Chamoun. [pdf]
A Machine Learning Approach to Stroke Risk Prediction. Yu Cao, Hsu-Kuang Chiu, Aditya Khosla and Cliff Chiung Yu Lin. [pdf]
A Novel Authentication Mechanism Using Mobile Virtual Signatures. Nikhil Handigol,Te-Yuan Huang and Chi Liu. [pdf]
A SVM approach to stock trading. Christopher King, Christophe Vandrot and John Weng.[pdf]
Adaptive Execution with Online Price Impact Learning. Beomsoo George Park.[pdf]
AI Mahjong. Wan Jing Loh.[pdf]
Algorithm Trading using Q-Learning and Recurrent Reinforcement Learning. Xin Du, Koupin Lv and Jinjian Zhai.[pdf]
An Adaptive Agent for No-Limit Texas Hold 'em Poker. David O'Steen.[pdf]
An Empirical Study of Machine Learning Techniques used for Enhancer Classification. Harendra Guturu and Ankush Singla.[pdf]
Applying Machine Learning in Game AI Design. Yanzhu Du, Shisheng Cui and Stephen Guo.[pdf]
Automatic Beat Alignment of Rap Lyrics. Sang Won Lee and Jieun Oh.[pdf]
Automatic Fatigue Detection System. Tomas Tinoco De Rubira.[pdf]
Automatic Graph Classification. Brian Lukoff.[pdf]
Automatic identification of glomerulus in the antenna lobe of Drosophila . Li Liu, Liang Liang.[pdf]
Automatic Ranking of Images on the Web. HangHang Zhang, Zixuan Wang.[pdf]
Automatic Recognition of Satire in Web Content. Michael Abercrombie.[pdf]
Automatic Segmentation of Clothing for the Identification of Fashion Trends Using K-Means Clustering. Michael McDaniels and Marcelo Worsley.[pdf]
Automatic Segmentation using Learning Algorithms for High Resolution MRI of the Larynx. Reeve Ingle, Kie Tae Kwon.[pdf]
Automatic Transcription of Solo Piano Music. Alex Landau.[pdf]
Bot Detection via Mouse Mapping. Evan Winslow.[pdf]
Bubble Clustering: Set Covering via Union of Ellipses. Matt Kraning, Arezou Keshavarz and Lei Zhao.[pdf]
Chinese Sentence Tokenization Using a Word Classifier. Benjamin Bercovitz.[pdf]
Classification of Amazon Reviews. Mayank Agarwal and Maneesh Bhand.[pdf]
Classification of Genes Using Codon Usage. Christina Fan.[pdf]
Classification of Hyperspectral Breast Images for Cancer Detection. Sander Parawira.[pdf]
Classification of Synapses Using Spatial Protein Data. Jenny Chen and Micol Marchetti-Bowick.[pdf]
Classifying Relationships Between Nouns. Jun Araki and Heeyoung Lee and Erik Kuefler.[pdf]
Click Prediction and Preference Ranking of RSS Feeds. Steven Wu.[pdf]
Clustering Blogs Based on Stylistic Characteristics. Matin Movassate and Christopher Lin.[pdf]
Collaborative Filtering on Sparse Rating Data for Yelp.com. Jason Fennell.[pdf]
Controller Design For a Wall Landing Airplane. Alexis Lussier Desbiens and Etienne Le Grand.[pdf]
Convolutional Restricted Boltzmann Machine Features for TD Learning in Go. Peter Pham and Yan Largman.[pdf]
Deep Networks on the GPU. Michael Harris, Jae Hyun Park and Jeffrey Wang.[pdf]
Detecting Chronic Pain with Structural MRI. Hoameng Ung.[pdf]
Detection of faults in Antenna Array using SVM. Srkanth Rajagopalan, Mandar Joshi and Vinesh Gudla.[pdf]
Discovering Visual Hierarchy through Unsupervised Learning. Haider Razvi.[pdf]
Document Retrieval by Similarity. Firouzeh Jalilian, Haiyan Liu and Jia Pu.[pdf]
Does This Shirt Go With This Tie?. Monique Ryan, Dave Willis and Pranav Khaitan.[pdf]
EigenHot or EigenNot. Noah Youngs.[pdf]
Enabling intelligent traffic flow management in Wireless LAN's using Markov Decision Process tools. Sonali Aggarwal and Shrey Gupta.[pdf]
Estimating Human Pose in Images. Navraj Singh.[pdf]
Estimating Missing Temporal Attributes In Genealogical Data. Nam Wook Kim.[pdf]
Face tracking in video. Hamidreza Khazaei, Pegah Tootoonchi Afshar.[pdf]
Favorites-Based Search Result Ordering. Ben Flamm and Geoffrey Schiebinger.[pdf]
Feature Selection Methods for SVM Classification of Microarray Data. Mike Love.[pdf]
Finding a Basis for the Neural State. Chris Cueva.[pdf]
Finding Optimal Hardware Configurations For C Code. John Clark and Ilana Segall.[pdf]
Finding the Augmented Neural Pathways to Math Processing. Gary Tang.[pdf]
Force Feedback Learning Applied to Robot Object Handling. Cason Male.[pdf]
Formation Flight. Zouhair Mahboubi and Tao Wang.[pdf]
Functional Connectivity and Distributed Classification of the Human Brain . Barry Chai.[pdf]
Generalized Neutral Portfolio. Sandeep Bhutani.[pdf]
Grant Prediction with Network Features. Stefan Krawczyk.[pdf]
Hedging and Pricing Options using Machine Learning. Jacob Kolind, Jonathan Harris and Karol Przybytkowski.[pdf]
Identification of Cancer-relevant Variations in a Novel Human Genome Sequence. Robert Bruggner.[pdf]
Identification of nano-particle absoption by circulating macrophage. Melisa Orta, Kimberlee Shish, and Brendan Tracey.[pdf]
Identification of Neuroimaging Biomarkers. Dan Goodwin, Tom Bleymaier and Shipra Bhal.[pdf]
Identifying Hand Configurations with Low Resolution Depth Sensor Data. Sameer Shariff and Ashish Kulkarni.[pdf]
Inferring Passenger Boarding and Alighting Preferences for Marguerite. Adrian Albert.[pdf]
Integrated Analysis of Breast Cancer Gene Expression, Morphology, and Patient Survival. Andrew Beck, Winnie Cheng and Franklin Wu.[pdf]
Intuition. Kevin Montag.[pdf]
Investigation of error tolerant nature of machine learning algorithms. Hyungmin Cho.[pdf]
Learning 3D Point Cloud Histograms. Brian Jones and Michel Aoun.[pdf]
Learning and Visualizing Political Issues from Voting Records. Erik Goldman, Evan Cox and Mikhail Kerzhner.[pdf]
Learning Stereo Features with Stacked Autoencoders. Jin Hao Daniel Chia, Pang Wei Koh and Zhenghao Chen.[pdf]
Learning the Statistics of Wireless Links. Sina Firouzabadi.[pdf]
Learning to Grasp Objects: A Novel Approach for Localizing Objects Using Depth Based Segmentation. Deepak Rao, Arda Kara and Serena Yeung.[pdf]
Learning to Splash. Wen Zheng.[pdf]
Lifetracker. Carlin Eng, Tim Su and Vala Dormiani.[pdf]
Machine Learning for PreEmptive Identification of Unix Servers with Performance Problems. Helen Cunningham.[pdf]
Machine Learning for Well Testing. Yang Liu and Yinfeng Qin.[pdf]
Machine Learning In Statistical Arbitrage. Xing Fu and Avinash Patra.[pdf]
Mapping geometry in heart rate data. Jeffrey Danciger, Gunnar Carlsson, Jason Morton.[pdf]
Markov Decision Process Social Recommender. Ruangroj Poonpol.[pdf]
Mean Variance Optimization and Beyond. Vasileios Skylogiannis and Jing Xu.[pdf]
Mining Sentiment from Form 10K. Praveen Kumar Bodigutla.[pdf]
Mood Detection: Implementing a facial expression recognition system. Neeraj Agrawal, Rob Cosgriff and Ritvik Mudur.[pdf]
MRI Based Machine Learning For The Identification of Novel Subtypes in Autism.. Chris Piech, Divye Khilnani, Sudarshan Thitte.[pdf]
Multi-touch Multi-robot Interface. David Millman.[pdf]
Multiclass SVM's for Olfactory Classification. Michael Styer.[pdf]
Musical Instrument Signal Separation from Popular Songs. Seung Choi.[pdf]
N-gram-based Text Attribution. Patrick Leahy.[pdf]
Online Learning for URL Classification. Onkar Dalal, Devdatta Gangal.[pdf]
Online Parameter Estimation for the Adaptive Control of UAVs. Tristan Flanzer, S. Andrew Ning.[pdf]
Opponent Modelling in Heads-up NL Holdem. Jon Harris, Vianney Hocquet and Pierre Thomas.[pdf]
Person Following on STAIR. Carl Case.[pdf]
Playing Strong Poker. Rafael Witten, Haithem Turki and Yuze Huang.[pdf]
Portfolio Optimization Under Time-Varying Economic Regimes. Jiho Han and Cory Turner.[pdf]
Practical Option Pricing with Support Vector Regression and MART. Ian Choo.[pdf]
Predicting Age Using Biomarkers and Physiological Measurements. Huy Seng.[pdf]
Predictions and Rankings in College Football. Dennis Qin.[pdf]
Question Classification. Richa Bhayani, Tejaswi Tenneti, Gaurav Aggarwal.[pdf]
Rapid Natural Scene Text Selection. Ben Newhouse.[pdf]
Recognizing Informed Option Trading. Alex Bain, Prabal Tiwaree, Kari Okamoto.[pdf]
Region of Interest Identification in Breast MRI ImageRegion of Interest Identification in Breast MRI Images. Jason Forshaw and Ryan Volz.[pdf]
Relational RSS Clustering Techniques. Richard Roesler.[pdf]
RISK: A Case Study In Applying Learning Algorithms To Strategy Board Games. Chris Meill and Bharath Sitaraman.[pdf]
RoboChef: Automatic Recipe Generation. Rahul Agarwal, Daniel Jachowski, and Shengxi David Wu .[pdf]
Sentiment Analysis of Microblogs. Vipul Pandey and C.V.Krishnakumar Iyer .[pdf]
Server Load Prediction. Suthee Chaidaroon, Joon Yeong Kim and Jonghan Seo.[pdf]
Single Image Depth Estimation from Predicted Semantic Labels. Beyang Liu.[pdf]
SNPrints: Defining SDP signatures for prediction of onset in complex diseases. Linda Liu, Daniel Newburger, Grace Tang.[pdf]
Spoken Language Identification With Hierarchical Temporal Memories. Dan Robinson, Kevin Leung, and Xavier Falco.[pdf]
Starcraft Map Imbalance Prediction Based on Chosen Build Order. Andrew Spann, Eleanor Lin and Hyunseung Kang.[pdf]
Static Positional Evaluation of Chess Positions. Sam Cross.[pdf]
Stock Forecasting using hidden markov processes. Minyong Shin and Joohyung Lee.[pdf]
Structural Motif detection in high-throughput structural probing of RNA. Diego Munoz, Sergio Pablo Sanchez Cordero.[pdf]
Supervised Entity and Relation Extraction. Andrey Gusev and Mason Smith.[pdf]
Supervised Learning in Genre Classification. Mohit Rajani, Luke Ekkizogloy.[pdf]
Tag Recommendation for Photos. Gowtham Kumar Ramani, Rahul Batra and Tripti Assudani.[pdf]
Toward a NIRS Brain Computer Interface. Ilya Sherman, Nikil Viswanathan and Tony Wu.[pdf]
Transcription start site description. Matt Fisher, Max Libbrecht.[pdf]
Unsupervised Clustering with Axis-aligned Rectangular Regions. Sung Hee Park and Jae-Young Kim.[pdf]
Value Iteration and DDP for an Inverted Pendulum. Greg Horn.[pdf]
Variants of Pegasos. SooWoong Ryu, Youngsoo Choi.[pdf]
Video Presentation Slide Alignment. Apurva Shah.[pdf]
Video Restoration using Multichannel-Morphological Component Analysis Inpainting. Adam Backer, Benjamin Rolfs, Felix Yu.[pdf]