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Paffenroth, Randy Clinton
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Resultados de la búsqueda
Content Card Analysis to Maximize User Engagement for DraftKings Sportsbook
Palabra clave:
DraftKings
,
Data Science
,
Parlay
,
Machine Learning
,
User Engagement
, and
Sports Betting
Creador:
Radcliffe, Owen
,
Bhagavathula, Nagavagmi
,
Schuman, Eric
,
Albuquerque, Abigail
, and
Lavoie, Kristin
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2024-03-21
Resource Type:
Major Qualifying Project
An Examination of Share Buyback Program Execution
Palabra clave:
Buyback
,
Machine Learning
,
Repurchase
,
Corporate Finance
,
LSTM
, and
RNN
Creador:
Chiocchio, Robert
Advisor:
Sturm, Stephan
,
Hansen, Peter H.
,
Blais, Marcel Y.
, and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2024-03-21
Resource Type:
Major Qualifying Project
Exploring the Forward-Forward Algorithm
Palabra clave:
Layer-wise Learning
,
Forward-Forward Algorithm
,
Neural Network Training
,
Goodness Score Maximization
,
MNIST Dataset Classification
, and
Gradient Descent Alternatives
Creador:
Leonard, Jared
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2023-12-14
Resource Type:
Major Qualifying Project
Using Autoencoder Feature Residuals to Improve Network Intrusion Detection
Creador:
Lewandowski, Brian
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2023-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Palabra clave:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Creador:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems
Palabra clave:
Iterative
,
Neural Network
,
Recurrent Neural Network
,
Machine Learning
,
Sparse
, and
Sparsity
Creador:
Hershey, Quincy
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Palabra clave:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
Creador:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics
Palabra clave:
error analysis
,
electromagnetic signal processing
,
machine learning
,
kalman filter
,
source localization
, and
maximum likelihood estimator (MLE)
Creador:
Barger, Maria
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-08-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Ensemble CNNs in Transform Domains for Small Data Image Super-resolution
Palabra clave:
sparse domain
,
image super-resolution
,
ensemble
, and
neural network
Creador:
Liu, Yingnan
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust Generative Models for Deep Learning and Applications
Creador:
Karkare, Rasika
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-08-16
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Simulations and ML for parachute guidance
Palabra clave:
Python
,
Simulator
,
Neural Networks
,
Machine Learning
,
Vision-Based Navigation
, and
Digital Image Processing
Creador:
Malabanti, Grace
,
Spitaels, Juliette
, and
Scheufele, Joseph
Advisor:
Paffenroth, Randy Clinton
and
Mangoubi, Oren Rami
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-04-27
Resource Type:
Major Qualifying Project
DraftKings Baseball Data Analytics
Palabra clave:
Data Analytics
,
Baseball
,
DraftKings
,
Machine Learning
, and
Live Propositional Bets
Creador:
Pandit, Kaustubh Vivek
,
Yan, River
, and
Ardhaldjian, Ardavasd
Advisor:
Brown, Donald R.
and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-04-27
Resource Type:
Major Qualifying Project
Studying Managerial Foresight in Sports Analytics
Palabra clave:
Managerial Foresight
,
Causal Analysis
, and
Sports Analytics
Creador:
Bissonette, Jacob
Advisor:
Paffenroth, Randy Clinton
and
Ching, Kenny
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-04-28
Resource Type:
Major Qualifying Project
Studying Managerial Foresight in Sports Analytics
Palabra clave:
Casual Analysis
,
Managerial Foresight
, and
Sports Analytics
Creador:
Bissonette, Jacob
and
Francis, Christopher
Advisor:
Ching, Kenny
and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-04-29
Resource Type:
Major Qualifying Project
Multi-modal Deep Learning
Palabra clave:
multi-modal
and
deep learning
Creador:
Liu, Si
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Portfolio Optimization Using Reinforcement Learning
Palabra clave:
Q-Learning
,
Reinforcment Learning
,
Complexity Analysis
,
DDQN
, and
Stock Model
Creador:
Owuor, Hezi
,
Davis, Jason
, and
Schwarzrock, Erich
Advisor:
Sturm, Stephan
,
Paffenroth, Randy Clinton
, and
Blais, Marcel Y.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-03-24
Resource Type:
Major Qualifying Project
Baseball Data Analysis for DraftKings
Palabra clave:
Moneyline
,
Machine Learning
,
DraftKings
,
Prop Bets
,
Baseball
, and
Data Analysis
Creador:
Delphia, Hailey
Advisor:
Brown, Donald R.
and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-03-25
Resource Type:
Major Qualifying Project
Dimension Estimation and Application in Finance
Creador:
Bahadur, Nitish
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-12-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Cycles Improve Conditional Generators
Palabra clave:
GAN
,
Conditional
,
Deep Learning
,
Generation
,
Cycle
, and
Machine Leaning
Creador:
Moore, Alexander M.
Advisor:
Paffenroth, Randy Clinton
and
Kong, Xiangnan
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Optimal Ensembles for Deep Learning: Theory and Practice
Palabra clave:
Deep Learning
,
Theory
,
Diversity
,
Application
,
Ensemble Learning
, and
Training Algorithm
Creador:
Li, Wenjing
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Feature Recognition from Aerial Imaging
Creador:
Fabrizio, Kate J.
,
Veetekat, Rakesh S.
, and
Fitzgibbon, Zackary R.
Advisor:
Paffenroth, Randy Clinton
and
Mangoubi, Oren Rami
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-05-03
Resource Type:
Major Qualifying Project
Player Performance Prediction Automation for DraftKings
Palabra clave:
DraftKings
,
Basketball
,
Data Science
,
Python
, and
Machine Learning
Creador:
Katz, Gabriel A.
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-05-04
Resource Type:
Major Qualifying Project
Player Performance Prediction Automation for DraftKings
Palabra clave:
Data Science
,
DraftKings
,
Basketball
,
Python
, and
Machine Learning
Creador:
Huang, Benjamin J.
,
O'Connell, Skylar J.
,
Gonzalez Villalobos, Diego
, and
Campbell, Kayleigh A.
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-05-04
Resource Type:
Major Qualifying Project
Arco IT GmbH User Interface and Machine Learning MQP
Palabra clave:
Machine Learning
,
JupyterLab
,
Generative Adversarial Networks
,
User Interface
,
Cybersecurity
, and
Docker
Creador:
Kothari, Vinit
,
Perez, Jerry
,
Iandoli, Matthew J.
, and
Zhang, Jiaqi
Advisor:
Paffenroth, Randy Clinton
,
Mangoubi, Oren Rami
, and
Trapp, Andrew C
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-05-06
Resource Type:
Major Qualifying Project
Towards Better Predictivity Between Two Random Variables
Creador:
Pham, Minh N.
Advisor:
Paffenroth, Randy Clinton
and
Whitehill, Jacob Richard
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-05-06
Resource Type:
Major Qualifying Project
Multi-modal Locomotion robot
Palabra clave:
quadrupedal
,
multi-modal robot
,
transforming robot
,
bipedal
,
reinforcement learning
, and
simulation
Creador:
Euredjian, Andrew G.
,
Mahajan, Revant
, and
Gupta, Ankur
Advisor:
Agheli Hajiabadi, Mohammad Mahdi
,
Paffenroth, Randy Clinton
, and
Gennert, Michael A.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-05-10
Resource Type:
Major Qualifying Project
Multi-modal Locomotion Robot
Creador:
Muzila, Dante A.
Advisor:
Agheli Hajiabadi, Mohammad Mahdi
,
Paffenroth, Randy Clinton
, and
Gennert, Michael A.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-05-10
Resource Type:
Major Qualifying Project
Predicting VIX Futures
Creador:
Gubrud, Scott B.
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2020-11-03
Resource Type:
Major Qualifying Project
Patterns Detection on Multivariate High-Frequency Time Series
Palabra clave:
time series
,
graphical model
,
kernel method
,
biclustering
,
anomaly detection
, and
mutual information
Creador:
Liu, Haitao
Advisor:
Paffenroth, Randy Clinton
and
Zou, Jian
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2020-08-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust State Estimation and Deep Learning for Time Series Analysis
Palabra clave:
Domain Randomization
,
Deep Learning
,
Chemical Sensors
,
Interacting Multiple Model Kalman Filter
,
Autoencoder
, and
Kalman Filter
Creador:
Weiss, Matthew L.
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2020-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Anomaly Detection with Advanced Nonlinear Dimensionality Reduction
Palabra clave:
Anomaly Detection
,
Dimensionality Reduction
,
Manifold Learning
, and
Unsupervised Learning
Creador:
Beach, David J.
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2020-05-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Improving Model Performance with Robust PCA
Palabra clave:
Robust PCA
,
Projectors
,
Cyber Security
,
PCA
,
Feature Engineering
, and
Machine Learning
Creador:
Bennett, Marissa A.
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2020-05-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Performing Binary Classification of Contests Profitability for Draftkings
Creador:
Woolf, Saul Van Hook
,
Venne, Jon Samuel
, and
Brady, Sean Dale
Advisor:
Brown, Donald R.
and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2019-04-24
Resource Type:
Major Qualifying Project
Choice Effects and Classification in Online Daily Fantasy Sports
Creador:
Perry, Jackson Phillip
Advisor:
Skorinko, Jeanine LM
and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2019-04-24
Resource Type:
Major Qualifying Project
Mental Health Sensing Using Machine Learning
Creador:
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
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2020-04-02
Resource Type:
Major Qualifying Project
Robust Methods for Anomaly Detection with Applications to Cyber Data
Palabra clave:
PCA
,
cyber defense
,
autoencoders
,
robust methods
,
DDoS
, and
anomaly detection
Creador:
Zhou, Chong
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
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
Creador:
Karkare, Rasika S
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2019-08-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Anomaly Detection Using Robust Principal Component Analysis
Creador:
Guth, Kevin Bellamy
Advisor:
Paffenroth, Randy Clinton
and
Harrison, Lane T.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2018-04-26
Resource Type:
Major Qualifying Project
Anomaly Detection Using Robust Principal Component Analysis
Creador:
Sola Pleitez, Erik D
and
Velarde Ramirez, Aura Isabella
Advisor:
Paffenroth, Randy Clinton
and
Harrison, Lane T.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2018-03-01
Resource Type:
Major Qualifying Project
Application of Data Analytics to Cyber Forensic Data
Creador:
Chow, Yao Yuan
Advisor:
Paffenroth, Randy Clinton
and
Heineman, George T.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2016-12-24
Resource Type:
Major Qualifying Project
Cyber Security Network Anomaly Detection and Visualization
Creador:
Flores-Huerta, Heric
,
Litch, Cassidy
, and
Link, Jacob Steven
Advisor:
Harrison, Lane T.
and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2017-04-27
Resource Type:
Major Qualifying Project
Cyber Security Network Anomaly Detection and Visualization
Creador:
Flores-Huerta, Heric
,
Litch, Cassidy
, and
Link, Jacob Steven
Advisor:
Harrison, Lane T.
and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2017-04-27
Resource Type:
Major Qualifying Project
Cyber Security Network Anomaly Detection and Visualization
Creador:
Flores-Huenta, Heric
,
Litch, Cassidy
, and
Link, Jacob
Advisor:
Paffenroth, Randy Clinton
and
Harrison, Lane T.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2017-04-27
Resource Type:
Major Qualifying Project
Deep Learning for Data Privacy Classification
Creador:
Pridotkas, Samuel John
,
Grande, Leo
,
Sadoyan, Harutyun
, and
Bishop, Griffin R
Advisor:
Sturm, Stephan
and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2018-11-04
Resource Type:
Major Qualifying Project
Enhancing Career Opportunities: Using Supervised Learning to Analyze Career Outcomes Data
Creador:
Vigeant, Robert Conrad
Advisor:
Paffenroth, Randy Clinton
and
Faber, Brenton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2017-03-18
Resource Type:
Major Qualifying Project
Enhancing Career Opportunities: Using Supervised Learning to Analyze Career Outcomes Data
Creador:
Gauthier, Sadie Grace
,
Weber, Emily Catherine
, and
Peters, Zachary Michael
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2017-03-18
Resource Type:
Major Qualifying Project
Ensemble of Feedforward Neural Networks Applied to Credit Default
Creador:
Estrada, Juan Luis Herrero
,
Buquicchio, Luke J
, and
Harding, Everett J
Advisor:
Sturm, Stephan
and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2018-04-26
Resource Type:
Major Qualifying Project
Improving Employer Outcomes: Supervised Learning to Predict Hiring Success
Creador:
Chace, Owen David
,
Martin, Stephanie
,
Gran, Ranier
, and
Bigwood, Emily
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2018-04-23
Resource Type:
Major Qualifying Project
Inverse Methods for Manifold Learning
Creador:
Kay, Kathleen Rose
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2016-05-05
Resource Type:
Major Qualifying Project
Permutation-Invariant Consensus over Crowdsourced Labels
Creador:
Giancola, Michael Joseph
Advisor:
Whitehill, Jacob Richard
and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2018-04-22
Resource Type:
Major Qualifying Project
Award:
Provost's MQP Award
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Major Qualifying Project
34
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15
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https://creativecommons.org/licenses/by-nc/4.0/
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Provost's MQP Award
1