Skip to Content
Toggle navigation
Home
Browse
Browse by Collection
Browse by Project Center
Browse Exhibits
About
Help
Explore, Discover, Share
Search
Advanced search
Search Constraints
Start Over
Filtering by:
Advisor
Paffenroth, Randy Clinton
Remove constraint Advisor: Paffenroth, Randy Clinton
1
-
62
of
62
Sort by relevance
relevance
date uploaded ▼
date uploaded ▲
date modified ▼
date modified ▲
Number of results to display per page
100 per page
10
per page
20
per page
50
per page
100
per page
View results as:
List
Gallery
Masonry
Slideshow
Search Results
Content Card Analysis to Maximize User Engagement for DraftKings Sportsbook
Keyword:
DraftKings
,
Data Science
,
Parlay
,
Machine Learning
,
User Engagement
, and
Sports Betting
Creator:
Radcliffe, Owen
,
Bhagavathula, Nagavagmi
,
Schuman, Eric
,
Albuquerque, Abigail
, and
Lavoie, Kristin
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
An Examination of Share Buyback Program Execution
Keyword:
Buyback
,
Machine Learning
,
Repurchase
,
Corporate Finance
,
LSTM
, and
RNN
Creator:
Chiocchio, Robert
Advisor:
Sturm, Stephan
,
Hansen, Peter H.
,
Blais, Marcel Y.
, and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
Exploring the Forward-Forward Algorithm
Keyword:
Layer-wise Learning
,
Forward-Forward Algorithm
,
Neural Network Training
,
Goodness Score Maximization
,
MNIST Dataset Classification
, and
Gradient Descent Alternatives
Creator:
Leonard, Jared
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-14
Resource Type:
Major Qualifying Project
Using Autoencoder Feature Residuals to Improve Network Intrusion Detection
Creator:
Lewandowski, Brian
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Keyword:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Creator:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems
Keyword:
Iterative
,
Neural Network
,
Recurrent Neural Network
,
Machine Learning
,
Sparse
, and
Sparsity
Creator:
Hershey, Quincy
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Keyword:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
Creator:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics
Keyword:
error analysis
,
electromagnetic signal processing
,
machine learning
,
kalman filter
,
source localization
, and
maximum likelihood estimator (MLE)
Creator:
Barger, Maria
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Ensemble CNNs in Transform Domains for Small Data Image Super-resolution
Keyword:
sparse domain
,
image super-resolution
,
ensemble
, and
neural network
Creator:
Liu, Yingnan
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust Generative Models for Deep Learning and Applications
Creator:
Karkare, Rasika
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-16
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Simulations and ML for parachute guidance
Keyword:
Python
,
Simulator
,
Neural Networks
,
Machine Learning
,
Vision-Based Navigation
, and
Digital Image Processing
Creator:
Malabanti, Grace
,
Spitaels, Juliette
, and
Scheufele, Joseph
Advisor:
Paffenroth, Randy Clinton
and
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
DraftKings Baseball Data Analytics
Keyword:
Data Analytics
,
Baseball
,
DraftKings
,
Machine Learning
, and
Live Propositional Bets
Creator:
Pandit, Kaustubh Vivek
,
Yan, River
, and
Ardhaldjian, Ardavasd
Advisor:
Brown, Donald R.
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
Studying Managerial Foresight in Sports Analytics
Keyword:
Managerial Foresight
,
Causal Analysis
, and
Sports Analytics
Creator:
Bissonette, Jacob
Advisor:
Paffenroth, Randy Clinton
and
Ching, Kenny
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Major Qualifying Project
Studying Managerial Foresight in Sports Analytics
Keyword:
Casual Analysis
,
Managerial Foresight
, and
Sports Analytics
Creator:
Bissonette, Jacob
and
Francis, Christopher
Advisor:
Ching, Kenny
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-29
Resource Type:
Major Qualifying Project
Multi-modal Deep Learning
Keyword:
multi-modal
and
deep learning
Creator:
Liu, Si
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Portfolio Optimization Using Reinforcement Learning
Keyword:
Q-Learning
,
Reinforcment Learning
,
Complexity Analysis
,
DDQN
, and
Stock Model
Creator:
Owuor, Hezi
,
Davis, Jason
, and
Schwarzrock, Erich
Advisor:
Sturm, Stephan
,
Paffenroth, Randy Clinton
, and
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-24
Resource Type:
Major Qualifying Project
Baseball Data Analysis for DraftKings
Keyword:
Moneyline
,
Machine Learning
,
DraftKings
,
Prop Bets
,
Baseball
, and
Data Analysis
Creator:
Delphia, Hailey
Advisor:
Brown, Donald R.
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-25
Resource Type:
Major Qualifying Project
Dimension Estimation and Application in Finance
Creator:
Bahadur, Nitish
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Cycles Improve Conditional Generators
Keyword:
GAN
,
Conditional
,
Deep Learning
,
Generation
,
Cycle
, and
Machine Leaning
Creator:
Moore, Alexander M.
Advisor:
Paffenroth, Randy Clinton
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Optimal Ensembles for Deep Learning: Theory and Practice
Keyword:
Deep Learning
,
Theory
,
Diversity
,
Application
,
Ensemble Learning
, and
Training Algorithm
Creator:
Li, Wenjing
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Feature Recognition from Aerial Imaging
Creator:
Fabrizio, Kate J.
,
Veetekat, Rakesh S.
, and
Fitzgibbon, Zackary R.
Advisor:
Paffenroth, Randy Clinton
and
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-03
Resource Type:
Major Qualifying Project
Player Performance Prediction Automation for DraftKings
Keyword:
DraftKings
,
Basketball
,
Data Science
,
Python
, and
Machine Learning
Creator:
Katz, Gabriel A.
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Major Qualifying Project
Player Performance Prediction Automation for DraftKings
Keyword:
Data Science
,
DraftKings
,
Basketball
,
Python
, and
Machine Learning
Creator:
Huang, Benjamin J.
,
O'Connell, Skylar J.
,
Gonzalez Villalobos, Diego
, and
Campbell, Kayleigh A.
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Major Qualifying Project
Arco IT GmbH User Interface and Machine Learning MQP
Keyword:
Machine Learning
,
JupyterLab
,
Generative Adversarial Networks
,
User Interface
,
Cybersecurity
, and
Docker
Creator:
Kothari, Vinit
,
Perez, Jerry
,
Iandoli, Matthew J.
, and
Zhang, Jiaqi
Advisor:
Paffenroth, Randy Clinton
,
Mangoubi, Oren Rami
, and
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Major Qualifying Project
Towards Better Predictivity Between Two Random Variables
Creator:
Pham, Minh N.
Advisor:
Paffenroth, Randy Clinton
and
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Major Qualifying Project
Multi-modal Locomotion robot
Keyword:
quadrupedal
,
multi-modal robot
,
transforming robot
,
bipedal
,
reinforcement learning
, and
simulation
Creator:
Euredjian, Andrew G.
,
Mahajan, Revant
, and
Gupta, Ankur
Advisor:
Agheli Hajiabadi, Mohammad Mahdi
,
Paffenroth, Randy Clinton
, and
Gennert, Michael A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-10
Resource Type:
Major Qualifying Project
Multi-modal Locomotion Robot
Creator:
Muzila, Dante A.
Advisor:
Agheli Hajiabadi, Mohammad Mahdi
,
Paffenroth, Randy Clinton
, and
Gennert, Michael A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-10
Resource Type:
Major Qualifying Project
Predicting VIX Futures
Creator:
Gubrud, Scott B.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-03
Resource Type:
Major Qualifying Project
Patterns Detection on Multivariate High-Frequency Time Series
Keyword:
time series
,
graphical model
,
kernel method
,
biclustering
,
anomaly detection
, and
mutual information
Creator:
Liu, Haitao
Advisor:
Paffenroth, Randy Clinton
and
Zou, Jian
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust State Estimation and Deep Learning for Time Series Analysis
Keyword:
Domain Randomization
,
Deep Learning
,
Chemical Sensors
,
Interacting Multiple Model Kalman Filter
,
Autoencoder
, and
Kalman Filter
Creator:
Weiss, Matthew L.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Anomaly Detection with Advanced Nonlinear Dimensionality Reduction
Keyword:
Anomaly Detection
,
Dimensionality Reduction
,
Manifold Learning
, and
Unsupervised Learning
Creator:
Beach, David J.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Improving Model Performance with Robust PCA
Keyword:
Robust PCA
,
Projectors
,
Cyber Security
,
PCA
,
Feature Engineering
, and
Machine Learning
Creator:
Bennett, Marissa A.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Performing Binary Classification of Contests Profitability for Draftkings
Creator:
Woolf, Saul Van Hook
,
Venne, Jon Samuel
, and
Brady, Sean Dale
Advisor:
Brown, Donald R.
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Major Qualifying Project
Choice Effects and Classification in Online Daily Fantasy Sports
Creator:
Perry, Jackson Phillip
Advisor:
Skorinko, Jeanine LM
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Major Qualifying Project
Mental Health Sensing Using Machine Learning
Creator:
Caltabiano, Joseph P.
,
Thant, Myo Min
,
Pingal, Nicolas F.
,
Sargent, Adam Leigh
,
Taye, Yared M.
, and
Seifu, Yosias Ghion
Advisor:
Rundensteiner, Elke A.
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-02
Resource Type:
Major Qualifying Project
Robust Methods for Anomaly Detection with Applications to Cyber Data
Keyword:
PCA
,
cyber defense
,
autoencoders
,
robust methods
,
DDoS
, and
anomaly detection
Creator:
Zhou, Chong
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Machine learning approaches to manufacturing and materials: Applications to semi-supervised, unbalanced and heterogeneous data problems
Creator:
Karkare, Rasika S
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-08-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Anomaly Detection Using Robust Principal Component Analysis
Creator:
Guth, Kevin Bellamy
Advisor:
Paffenroth, Randy Clinton
and
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Major Qualifying Project
Anomaly Detection Using Robust Principal Component Analysis
Creator:
Sola Pleitez, Erik D
and
Velarde Ramirez, Aura Isabella
Advisor:
Paffenroth, Randy Clinton
and
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-03-01
Resource Type:
Major Qualifying Project
Application of Data Analytics to Cyber Forensic Data
Creator:
Chow, Yao Yuan
Advisor:
Paffenroth, Randy Clinton
and
Heineman, George T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-12-24
Resource Type:
Major Qualifying Project
Cyber Security Network Anomaly Detection and Visualization
Creator:
Flores-Huerta, Heric
,
Litch, Cassidy
, and
Link, Jacob Steven
Advisor:
Harrison, Lane T.
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Major Qualifying Project
Cyber Security Network Anomaly Detection and Visualization
Creator:
Flores-Huerta, Heric
,
Litch, Cassidy
, and
Link, Jacob Steven
Advisor:
Harrison, Lane T.
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Major Qualifying Project
Cyber Security Network Anomaly Detection and Visualization
Creator:
Flores-Huenta, Heric
,
Litch, Cassidy
, and
Link, Jacob
Advisor:
Paffenroth, Randy Clinton
and
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Major Qualifying Project
Deep Learning for Data Privacy Classification
Creator:
Pridotkas, Samuel John
,
Grande, Leo
,
Sadoyan, Harutyun
, and
Bishop, Griffin R
Advisor:
Sturm, Stephan
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-11-04
Resource Type:
Major Qualifying Project
Enhancing Career Opportunities: Using Supervised Learning to Analyze Career Outcomes Data
Creator:
Vigeant, Robert Conrad
Advisor:
Paffenroth, Randy Clinton
and
Faber, Brenton
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-18
Resource Type:
Major Qualifying Project
Enhancing Career Opportunities: Using Supervised Learning to Analyze Career Outcomes Data
Creator:
Gauthier, Sadie Grace
,
Weber, Emily Catherine
, and
Peters, Zachary Michael
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-18
Resource Type:
Major Qualifying Project
Ensemble of Feedforward Neural Networks Applied to Credit Default
Creator:
Estrada, Juan Luis Herrero
,
Buquicchio, Luke J
, and
Harding, Everett J
Advisor:
Sturm, Stephan
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Major Qualifying Project
Improving Employer Outcomes: Supervised Learning to Predict Hiring Success
Creator:
Chace, Owen David
,
Martin, Stephanie
,
Gran, Ranier
, and
Bigwood, Emily
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-23
Resource Type:
Major Qualifying Project
Inverse Methods for Manifold Learning
Creator:
Kay, Kathleen Rose
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-05
Resource Type:
Major Qualifying Project
Permutation-Invariant Consensus over Crowdsourced Labels
Creator:
Giancola, Michael Joseph
Advisor:
Whitehill, Jacob Richard
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-22
Resource Type:
Major Qualifying Project
Award:
Provost's MQP Award
Process Mining the Credit Suisse Advisory Process
Creator:
Feeley, Shannon Colella
,
Rios, Gina Marie
, and
Jacoway, Ian Robert
Advisor:
Sturm, Stephan
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Major Qualifying Project
Dreaming of Big Data: a method for evaluating the use of data in the undergraduate mathematics curriculum.
Keyword:
Electronic data processing
and
Education, Higher
Creator:
VanValkenburg, MaryAnn Elizabeth
Advisor:
Paffenroth, Randy Clinton
and
Wang, Gu
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-05-31
Resource Type:
Interactive Qualifying Project
Dimension Reduction and LASSO using Pointwise and Group Norms
Keyword:
Dimension Reduction
,
LASSO
, and
Robust Sparse PCA
Creator:
Jutras, Melanie A
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Parameter Continuation with Secant Approximation for Deep Neural Networks
Keyword:
non-convex
,
homotopy
,
Deep Learning
,
parameter continuation
,
Optimization
, and
secant
Creator:
Pathak, Harsh N.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Kernel Coherence Encoders
Keyword:
Kernel methods
,
Autoencoders
,
KCCA
, and
CCA
Creator:
Sun, Fangzheng
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Kirchhoff Graphs
Keyword:
Kirchhoff graphs
,
matrices
,
vector graphs
, and
matroids
Creator:
Reese, Tyler Michael
Advisor:
Servatius, Brigitte
,
Paffenroth, Randy Clinton
, and
Fehribach, Joseph D.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-03-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Compressed Sensing via Partial L1 Minimization
Keyword:
partial L1 minimization
,
the augmented Lagrangian method
,
L0 minimization
,
truncated L1 minimization
,
compressed sensing
, and
L1 minimization
Creator:
Zhong, Lu
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Maximum Likelihood Identification of an Information Matrix Under Constraints in a Corresponding Graphical Model
Keyword:
Closed Form Solutions
,
Convex Optimization
,
Graphical Models
, and
Information Matrix
Creator:
Li, Nan
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-01-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Robust Auto-encoders
Keyword:
Auto-encoder
,
Deep Learning
, and
Robust Auto-encoder
Creator:
Zhou, Chong
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Analysis and Prediction of Community Structure Using Unsupervised Learning
Keyword:
eRPCA
,
Community Prediction
,
Low Rank
, and
Sparse Matrix
Creator:
Biradar, Rakesh
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-01-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Large Scale Matrix Completion and Recommender Systems
Keyword:
low rank matrix
,
Principal Component Analysis
,
robust principal component analysis
,
matrix completion
,
recommender systems
, and
convex relaxation
Creator:
Amadeo, Lily
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-09-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Predicting Patient Satisfaction With Ensemble Methods
Keyword:
bagging
,
random forests
,
decision trees
,
patient satisfaction
, and
ensemble methods
Creator:
Rosales, Elisa Renee
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-30
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Toggle facets
Limit your search
Collections
Major Qualifying Projects
34
Masters Theses
15
PhD Dissertations
11
Interactive Qualifying Projects
1
Masters Reports
1
Year
Year range begin
–
Year range end
Current results range from
2015
to
2024
View distribution
Creator
Albuquerque, Abigail
1
Amadeo, Lily
1
Ardhaldjian, Ardavasd
1
Bahadur, Nitish
1
Barger, Maria
1
more
Creators
»
Advisor
Agheli Hajiabadi, Mohammad Mahdi
2
Blais, Marcel Y.
2
Brown, Donald R.
6
Ching, Kenny
2
Eltabakh, Mohamed Y.
1
more
Advisors
»
Contributor
Bidigare, Patrick
1
Brown, Donald R.
1
Chaiken, Seth
1
Eltabakh, Mohamed Y.
2
Fehribach, Joseph D.
1
more
Contributors
»
Project Center
MITRE-Bedford, Massachusetts Project Center - MQP
1
Switzerland Project Center - MQP
2
Zurich, Switzerland Project Center - MQP
4
Major
Architectural Engineering
1
Business
1
Computer Science
21
Data Science
5
Electrical & Computer Engineering
2
more
Majors
»
Unit (Department)
Computer Science
2
Data Science
20
Mathematical Sciences
5
Publisher
Worcester Polytechnic Institute
62
Subject
Computing
7
Industry
2
Infrastructure
1
Innovation
4
Learning
2
more
Subjects
»
UN SDG
9 - Industry, Innovation and Infrastructure
1
Not Specified
2
Resource type
Major Qualifying Project
34
Thesis
15
Dissertation
11
Interactive Qualifying Project
1
Report
1
License
https://creativecommons.org/licenses/by-nc/4.0/
2
https://creativecommons.org/licenses/by/4.0/
2
Award
Provost's MQP Award
1