CS 229 Machine Learning |
3D Kinect Object Recognition. Thiraphat Charoensripongsa, Yue Chen, Brian Cheng. [pdf]
A Hard Science Is Good to Find. Susan Biancani. [pdf]
A Learned Approach for Lump Identification in Soft Tissue via Palpation. Kirk Nichols. [pdf]
A multi-task feature learning approach to human detection. Tiffany Low. [pdf]
A Stock-Purchasing Agent from Sentiment Analysis of Twitter. Alvin Chyan, Tim Pei Hung Hsieh, Chris Lengerich. [pdf]
Accent Recognition. Matthew Seal, Matthew Murray, Ziyad Khaleq. [pdf]
Acoustic Features for Multimedia Classification. Stephanie Pancoast. [pdf]
Analysis of gene expression time series. Marco Cusumano-Towner. [pdf]
Applying Machine Learning to Product Categorization. Irving Lin, Sushant Shankar. [pdf]
Attentional Based Multiple-Object Tracking. Mark Calafut. [pdf]
Audio Source Separation. Wei FANG. [pdf]
Automated Market Sentiment Analysis of Twitter for Options Trading. Stephen Trusheim, Rowan Chakoumakos, Vikas Yendluri. [pdf]
Automated Patent Classification. Ian Christopher, Sydney Lin, Sigurd Spieckermann. [pdf]
Automatic genres classification of movies. KaWing Ho. [pdf]
Automatically Identifying Valid Web Form Inputs. Patrick Mutchler. [pdf]
Box Office Prediction for Upcoming Films. Rui Xue, Yanlin Chen. [pdf]
Breast Tumor Imaging and Drug Trials: Prediction of Response to Treatment. Katie (Catherine) Planey. [pdf]
Building fast proxies for optimization of thermal reservoir simulation. Matthieu Rousset. [pdf]
Can a machine learn to teach?. Brandon Rule. [pdf]
Characterizing Densities from Semi-Analytical Models of Galaxy Formation. Steve Lesser, Amir Kavousian, Alex Ji. [pdf]
Classification of Malicious Network Activity. W. Nicholas Greene, Nathan Newsom. [pdf]
Classification of Video Game User Reviews. Derek Huelsman. [pdf]
Classifying Galaxy Morphology using Machine Learning Techniques. Julian Kates-Harbeck. [pdf]
Classifying Private Data. Kevin Nguyen. [pdf]
Complex Sentiment Analysis using Deep Learning. Shashank Sashihithlu, Siddhi Soman. [pdf]
Creating a Better Above-the-Fold Experience: Predicting News Article Preferences. Anil Das, Walter Mostowy. [pdf]
Creating a Guided Water Rocket. Kairen Wong, Gongmyung Lee, Daniel Sohn. [pdf]
CRF Based Point Cloud Segmentation. Jonathan Nation. [pdf]
Decoding Neural Stop State. Werapong Joe Goo. [pdf]
Decoding visual stimuli from neural responses. Niru Maheswaranathan, Benjamin Naecker, Hannah Payne. [pdf]
Design Space Characterization in Micro-Architecture Design and Implementation. John Brunhaver, Haowei Zhang. [pdf]
Detecting Audio Video Misalignment. Michael Jones, Alex Perelygin. [pdf]
Detecting Emotion in Human Speech. Alex Mordkovich, Daniel Zilber, Kelly Veit. [pdf]
Detection of Whistler Waves. Evan Jeng. [pdf]
"Dinner table object segmentation. classification and grasping by the pr2 robot with a head mounted kinect", Abhishek Sharma, Bharath Bhat. [pdf]
Directed Learning WiFi SLAM Applications. Alexander Huang, Chris Pak. [pdf]
Early defect identi?cation of semiconductor processes using machine learning. Anton Vladimirov, Saul Rosa. [pdf]
Electricity Demand Prediction in California. Bill Carson, Bettina Chen, Eric Glover. [pdf]
Empirically Verifying and Innovations on Several Machine Learning Theorems and Techniques. Yisheng Jiang. [pdf]
Estimating Road Friction for Autonomous Vehicles. Shruti Gupta, Joe Funke, Thomas Lipp. [pdf]
Final Approach. Oren Hazi. [pdf]
Finding Answers to Non-factoid Questions Using a Recursive Neural Network. Imran Thobani, Deepak Merugu, Reed Nightingale. [pdf]
Finding the Best Photo. Jeremy Pack. [pdf]
Flame War detector. Louis Boval, Jimmy Tobin. [pdf]
Football Futures. Adrian Sierra, James Fosco, Charlie Fierro. [pdf]
Forecasting Stock Market Behavior based on Public Sentiment. Seyed Reza Mir Ghaderi , Nima Soltani, Ali Reza Sharafat. [pdf]
Forecasting Video Analytics. Sami Abu-El-Haija. [pdf]
Forecasting with Expert Opinions. Khalid El-Awady. [pdf]
Foreign Accent Classification. Po-Chuan Chen, Julia Lee, Julia Neidert. [pdf]
Groundwater level prediction with linear regression. Sara Maatta. [pdf]
Identifying leaders in group movement of cows using proximity information. Yang Li. [pdf]
Identifying Optical Trap. Yuxin Zheng, Yulwon Cho. [pdf]
Identifying Transcription Factor Binding by the DNase Hypersensitivity Assay. Shin Lin. [pdf]
Image Segmentation from Point Cloud Data using Fully Connected CRFs with Gaussian Kernel for Autonomous Driving. Ido Ofir. [pdf]
Improving Accuracy of Inertial Measurement Units using Supervised Machine Learning. Saran Ahuja, Wisit Jirattigalachote, Art Tosborvorn. [pdf]
Improving Grad Student Romantic Life. Emma Pierson, Andrew Suciu. [pdf]
Improving Response Modeling with Facebook engagement data. Louis Lecat. [pdf]
Improving Tictoc With Machine Learning. David Cordoba. [pdf]
Incorporating Gryroscope Information in 3D Gesture Recognition. Clayton Mellina, John Hiesey, Zavain Dar. [pdf]
Indoor scene recognition. Lu Li, Siripat Sumanaphan. [pdf]
Inference of Structured Cell Populations from CyTOF Data. Panagiotis Achlioptas. [pdf]
Interpreter aided salt boundary segmentation using SVM regression shape deformation technique. Yang Zhang. [pdf]
Interpreting American Sign Language With Kinect. Frank Huang, Sandy Huang. [pdf]
Kinect Object Recognition. Charles Chen, Jack Chen, Alex Ryan. [pdf]
KLearn: Simulated Robot Actions using Model-Based Reinforcement Learning . Kevin Watts. [pdf]
Learning Analytics in Education. Austin Gibbons. [pdf]
Learning from High Dimensional Data. Madhu Advani. [pdf]
Learning Invariant Features for Action Recognition. Sylvon Huang, Kris Sankaran, Robin Jia. [pdf]
Learning Market Performance Using Keyword Search Volume. Yan Yang. [pdf]
Learning Unsupervised Features from Objects. David Vetrano. [pdf]
Local Structure and Evolution for Cascade Prediction. Jake Lussier. [pdf]
Machine Learning for Baseball Statistics. Richard Harris, Allan Joshua, Justin Sirignano. [pdf]
Machine LearnNG Wikipedia: Recommending Interesting Articles. Emin Topalovic, John Rothfels, Brennan Saeta. [pdf]
Measuring Student Confusion with Proof Helper. Jeffrey Chen, Ethan Fast, Colleen Lee. [pdf]
Modeling the Stock Market Using Twitter Sentiment Analysis. Anshul Mittal, Arpit Amar Goel. [pdf]
Modeling the Stock Market Using Twitter Sentiment Analysis. Daniel Debbini, Philippe Estin, Maxime Goutagny. [pdf]
Multi-Level Automatic Music Classification. Mickey Haggblade, Yang Hong, Kenny Kao. [pdf]
Multiple Feature Learning for Action Classification. Ben Poole. [pdf]
Music Mood Classification. Jose Padial, Ashish Goel. [pdf]
Musical Signal Separation. Alex Favaro, Aaron Lewis, Garrett Schlesinger. [pdf]
Neuron Detection In Fluorescence Microscopy. Tony Hyun Kim, Lacey Kitch. [pdf]
News Feed Prediction. Brennan Burns, Vijay Harid, Fadi Zoghzoghy. [pdf]
News Recommendation. Chi Wai Lau. [pdf]
Node Classification in Multirelational Information Networks. Mirela Spasova, Rick Barber. [pdf]
Nonlinear Extensions of Reconstruction ICA. Apoorv Gupta, Apaar Sadhwani, Nikhil Ghare. [pdf]
Object Classification Using SURF Descriptors. Nick McCoy , Drew Schmitt. [pdf]
Occupation Classifier. Sebastian Jimenez Bonnet Preciado. [pdf]
OCR for Telugu Script. Rakesh Achanta, Ajith Moparthi, Monis Rahman. [pdf]
Optical Character Recogntion. George Margulis. [pdf]
Optimization Algorithms for Non-smooth ML Problems. AJ Friend, Akshay Mittal, Edward Schmerling. [pdf]
People Detection with DSIFT and SVM Algorithms. Bing Han, Dingyi Li, Jia Ji. [pdf]
Predicting Borrow's Chances of Defaulting on their Loans. Junjie Liang. [pdf]
Predicting Controversial Wikipedia Articles Using Edit History. Caitlin Colgrove, Julie Tibshirani, Remington Wong. [pdf]
Predicting Couchsurfing Experiences. Jan Overgoor , Ellery Wulczyn. [pdf]
Predicting differential drug response using clinical informatics. Bob Arrigo, Michael Januszyk, Sarah Xing. [pdf]
Predicting Disease States From Genetics. Sara Hillenmeyer. [pdf]
Predicting Gene Expression Using CAGE Data. Hrysoula Papadakis. [pdf]
Predicting glance appeal for web sites. Lahiru Jayatilaka. [pdf]
Predicting Movie Rating based on Text Reviews. Sagar V. Mehta, Rose Marie Philip, Aju Thalappillil Scaria. [pdf]
Predicting Movie Revenue. Nikhil Apte, Mats Forssell, Anahita Sidhwa. [pdf]
Predicting Movie Revenues using IMDb Data. Woonyeon (Steven) Yoo, Robert Kanter, David Cummings. [pdf]
Predicting Movie Success. Darin Im, Minh Thao Dang Nguyen. [pdf]
Predicting News Preference. Jing Ma, Chi Zhang. [pdf]
Predicting News Preferences. Rory MacQueen, Gil Shotan, Deniz Kahramaner. [pdf]
Predicting News Preferences. Vinay Raj Manjunath Hampapur, Helen Lu. [pdf]
Predicting Outcomes of NFL Games. Albert Shau. [pdf]
Predicting Preferences: Analyzing Reading Behavior and News Preferences. Soravis Srinawakoon, Potcharapol Suteparuk. [pdf]
Predicting probability of Loan default. Jitendra Nath Pandey, Maheshwaran Srinivasan. [pdf]
Predicting Rating Satisfaction based on Text Reviews with Sentiment Analysis. Jason Jong. [pdf]
Predicting socio-economic factors with traffic data. Lynne Burks, Mahalia Miller, Daniel Wiesenthal. [pdf]
Predicting the Dow Jones using Twitter. Volodymyr Kuleshov. [pdf]
Predicting the immediate future with Recurrent Neural Networks. Brandon Richardson. [pdf]
Predicting Tourism Trends with Google Insights. Evan Gawlik, Hardik Kabaria, Shagandeep Kaur. [pdf]
Prediction of Price Movement in the Foreign Exchange Market. Noam Brown, Robert Mundkowsky, Boon Shiu. [pdf]
Promoting Student Success in Online Courses. Frank Chen, Chuan Yu Foo, Bryan Hooi. [pdf]
Pulse News Prediction. Abhishek Arora, Preyas Shah. [pdf]
Pulse Project. Yijun Liu, Yinan Na, Jinchao Ye. [pdf]
Real-time object detection and recognition. Andrej Karpathy. [pdf]
Reddit Recommendation System. Daniel Poon, Wayne (Yu) Wu, David (Qifan) Zhang. [pdf]
Reduced Rank Regression. Ka Wai Tsang. [pdf]
Resampling Detection for Digital Image Forensics. John Ho, Derek Ma, Justin Meyer. [pdf]
Sentiment Analysis of Occupy Wall Street Tweets. Robert Chang, Sam Pimentel, Alexandr Svistunov. [pdf]
Sentiment Analysis of Twitter Feeds for the Prediction of Stock Market Movement. Ray Chen, Marius Lazer. [pdf]
Sentiment-based model for reputation systems in Amazon. Milad Sharif, Soheil Norouzi. [pdf]
Sign Language Gesture Recognition with Unsupervised Feature Learning. Justin Chen, Debabrata Sengupta, Rukmani Ravi Sundaram. [pdf]
Stock Trend Classifier. Arthur ChihChi Kao. [pdf]
Structured Completion Predictors Applied to Image Segmentation. Dmitriy Brezhnev, Raphael-Joel Lim, Anirudh Venkatesh. [pdf]
Supervised Link Prediction through Social Group Attributes and Geographic Data. Wonhong Lee, S. Jun Yu. [pdf]
Supplementing Checkers AI Evolution with Game Classification. Karl Cobbe, Paul Lee, Andres Gomez. [pdf]
Support Vector Machine Classification of Snow Radar Interface Layers. Michael Johnson. [pdf]
Tactical and Strategic Game Play in Doppelkopf. Daniel Templeton. [pdf]
Unsupervised Morphological Segmentation with Recursive Neural Network. Thang Luong. [pdf]
Using NYC Big Data to Predict Housing Prices in NYC. Hari Arul, Andres Morales. [pdf]
Using spatiotemporally distributed patterns of intracranial encephalographic activity to classify previously encountered versus novel stimuli. Alexander Gonzalez, Alan Gordon, Karan LaRocque. [pdf]
Using Twitter to Estimate and Predict the Trends and Opinions. Hooyeon Lee. [pdf]
Using Twitter to Predict Stock Market Movement. Esther Hsu, Sam Shiu, Dan Torczynski. [pdf]
Webcam Sign Language Recognition. Ruslan Kurdyumov, Justin Ng, Phillip Ho. [pdf]
Website Classifer. Chanh Nguyen, Alan Guo, Taesung Park. [pdf]
What It Took To Win: Predicting College Football Wins from the Box Score. John Hamann. [pdf]
What Makes for a Hit Pop Song?. Nicholas Borg, George Hokkanen. [pdf]
Yelp - Star Ranking Prediction and Snippet Extraction using Sentiment Analysis. Patrick Bechon, Léo Grimaldi, Yacine Merouchi. [pdf]
Yelp++: 10 Times More Information per View. Sean Choi, Ernest Ryu, Yuekai Sun. [pdf]