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CS 229 Machine Learning |
All Projects
Aspect-based Sentiment Analysis on Hotel Reviews [report] [poster]Yangyang Yu
Assigning Style Grade and Providing Style Feedback by k-means Clustering and Softmax Regression [report] [poster]
Roman Roman, Homero
Automatic Segmentation and Diagnosis of Mass Lesions in Mammograms [report] [poster]
Margaret Shen, William Du
Building on existing Bayesian learning for Safe High Speed Planning in Partially Observable Environments [report] [poster]
Toby Buckley
Campus Location Recognition using Audio Signals [report] [poster]
Reid Westwood, James Sun
Characterizing United States Presidential Candidates' Speech Patterns [report] [poster]
Kyana Van Houten, Brendan Corcoran
Classification of Abdominal Tissues by k-Means Clustering for 3D Acoustic and Shear-Wave Modeling [report] [poster]
Kevin Looby
Classification of Hand Gestures using Surface Electromyography Signals For Upper-Limb Amputees [report] [poster]
Gregory Luppescu, Michael Lowney, Raj Shah
Classification of Transcription Start Sites in the Human Genome [report] [poster]
Ann He, Zandra Ho, Chloe Siebach
Demystifying the workings of Lending Club [report] [poster]
Pujun Bhatnagar, Nick Chow, Max Lai
Discovery of Transcription Factor Binding Sites with Deep Convolutional Neural Networks [report] [poster]
Reese Pathak
Dynamic Throttle Estimation by Machine Learning from Professionals [report] [poster]
Nathan Spielberg, John Alsterda
Energy Measurement in EXO-200 using Boosted Regression Trees [report] [poster]
Mike Jewell, Alex Rider
Exploration of Reinforcement Learning to SNAKE [report] [poster]
Bowei Ma, Meng Tang, Jun Zhang
Exploring review quality and social network influence in the Yelp Academic Dataset [report] [poster]
Taylor Dahlke, Giovanni Campagna, Tamirlan Seidakhmetov
Exploring the Efficacy of Machine Learning in General Game Playing [report] [poster]
Aaron Brackett, Antonio TanTorres, Martin Kalev
Exploring Video Game Recommendation Techniques [report] [poster]
Stephany Liu, William Zeng
Finding Your Way, Courtesy of Machine Learning [report] [poster]
Chaitanya Asawa, Marcus Gomez, Viraj Mehta
Have You Met The 1? A Machine’s Approach to Human Relationships [report] [poster]
Jiayu Lou, Hang Yang
Hotel Recommendation Based on Hybrid Model [report] [poster]
Jing Wang, Jiajun Sun, Zhendong Lin
Household Energy Disaggregation based on Difference Hidden Markov Model [report] [poster]
Ali Hemmatifar, Manu Mogadali
How Much Is My House Worth? Predicting Housing Prices in McKinney, Texas [report] [poster]
Nadin El-Yabroudi, Paul Harrison
Human Action Recognition Using CNN and BoW Methods [report] [poster]
Max Wang, Ting-Chun Yeh
Humanities Research Recommendations via Collaborative Topic Modeling [report] [poster]
Nitya Mani, Andy Chen
Initial Steps Toward Automating Legal Document Editing [report] [poster]
Lauren Blake
Learn To Rate Fine Food [report] [poster]
Jiacheng Mo, Lu Bian and Yixin Tang
Learning hypernymy in distributed word vectors via a stacked LSTM network [report] [poster]
Irving Rodriguez
Learning online dating preferences from neuroimaging data [report] [poster]
Mira Nencheva
Machine Learning for Autonomous Jellyfish Orientation Determination and Tracking [report] [poster]
Adam Wiktor
Machine Recognition of Squiggles in SETI Signal Data [report] [poster]
Travis Chen, Kenny Smith, Jason Wang
Material decomposition using neural network for photon counting detector [report] [poster]
Picha Shunhavanich
Modeling HLA ligands for binding prediction of new peptides [report] [poster]
Alex Han
Modeling Malicious Network Packets with Generative Probabilistic Graphical Models [report] [poster]
Ashe Magalhaes, Gene Lewis
Modeling Political Identity [report] [poster]
Katharina Roesler, Ben Ray Krausz
Non-stationary autoregressive filters for prediction of subsurface geological structure [report] [poster]
Anshuman Pradhan
Online Active Trajectory Classi cation for Motion-based Communication of Robots [report] [poster]
Haruki Nishimura
Optimised Prediction of Stock Prices with Newspaper Articles [report] [poster]
Christopher Yuan, Bryan Cheong, Stephen Ou
Playing Chinese Checkers with Reinforcement Learning [report] [poster]
Sijun He, Wenjie Hu, Hao Yin
Predicting an Aptamer's Target Binding Autumnnity Using its Nucleotide Sequence [report] [poster]
Andrew Naber
Predicting Expedia Hotel Cluster Groupings with User Search Queries [report] [poster]
Jarrod Cingel, Liezl Legaspi Puzon
Predicting International Restaurant Success with Yelp [report] [poster]
Angela Kong, Vivian Nguyen, Catherina Xu
Predicting Life Expectancy of Acute Myeloid Leukemia (AML) Patients Based on Gene Expression of Cancer Cells [report] [poster]
Max Hsiao Drach
Predicting Media Bias in Online News [report] [poster]
John Merriman Sholar, Noa Glaser
Predicting Medicare Costs Using Non-Traditional Metrics [report] [poster]
John Louie, Alex Wells
Predicting Perfume Rate and Popularity [report] [poster]
Yao Li
Predicting Stock Prices and Analyst Recommendations [report] [poster]
Saumitra Thakur, The Vadpey, Sandeep Ayyar
Prediction of Stock Price Movements Using Options Data [report] [poster]
Charmaine Chia
Question Answering with Neural Networks [report] [poster]
Ye Tian, Nicholas Huang, Tianlun Li
Recognizing Emotion from Static Images [report] [poster]
Jason Chen, Theodora Chu, Priyanka Sekhar
Reinforcement Learning for Traffic Optimization [report] [poster]
Matt Stevens, Christopher Yeh
Shale Gas Production Decline Prediction Using Machine Learning Algorithms [report] [poster]
Wentao Zhang, Shaochuan Xu
Social Network Circle Discovery Using Latent Dirichlet Allocation [report] [poster]
Frank Fan, Jaimie Xie, Matthew Kim
Structure Prediction of Optical Functional Devices with Deep Learning [report] [poster]
Kai Zhang, Shiyu Liu, Qing Wang
Supervised Learning to Predict Human Driver Merging Behavior [report] [poster]
Derek Phillips, Alex Lin
The Automated Travel Agent: Hotel Recommendations Using Machine Learning [report] [poster]
Michael Arruza, John Pericich, Michael Straka
To what extent are color percepts and motor choice represented in dorsal premotor cortex? [report] [poster]
Kiah Hardcastle, Megan Wang
Topic Retrieval and Articles Recommendation [report] [poster]
Yu Wang, Xinyu Shen, Jinzhi Wang
Twitter US Airline Recommendation Prediction [report] [poster]
Xiaotong Duan, Tianshu Ji, Wanyi Qian
Using Convolutional Neural Networks to Perform Classification on State Farm Insurance Driver Images [report] [poster]
Diveesh Singh
Using Spatio-Temporal Data To Create A Shot Probability Model [report] [poster]
Ankit Goyal, Eli Shayer, Younes Bensouda Mourri
Visual Attention Models of Object Counting [report] [poster]
Steven, Jack William Lindsey
Will our new robot overlords play Hearthstone with us? [report] [poster]
Hubert Teo, Yuetong Wang, Jiren Zhu