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Paffenroth, Randy Clinton
删除限定条件 Advisor: Paffenroth, Randy Clinton
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Machine Learning, Image Processing, and Transfer Learning for Handwritten Spreadsheet Digitization
关键词:
Transfer Learning
,
Machine Learning
,
Optical Character Recognition
, and
Image Processing
创造者:
Norton, Cameron
,
Langevin, Christopher
,
Hall, Liam
,
Patel, Harsh
,
Haley, Matthew
, and
Trilling, Elliot
Advisor:
Paffenroth, Randy Clinton
and
Mangoubi, Oren Rami
出版者:
Worcester Polytechnic Institute
创建日期:
2024-04-17
Resource Type:
Major Qualifying Project
Dynamical Systems Approaches for Deep Learning
关键词:
Dynamical Systems
,
Deep Learning
,
Machine Learning
, and
Machine Learning Theory
创造者:
Kale, Neil
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2024-04-22
Resource Type:
Major Qualifying Project
Analyzing NFL Managerial Performance using Sports Data
关键词:
Multiple linear regression
,
Sports analytics
,
Data analysis
,
Fixed effects regression
, and
Mixed effects regression
创造者:
Bettencourt, Evan
Advisor:
Paffenroth, Randy Clinton
and
Ching, Kenny
出版者:
Worcester Polytechnic Institute
创建日期:
2024-04-25
Resource Type:
Major Qualifying Project
Content Card Analysis to Maximize User Engagement for DraftKings Sportsbook
关键词:
DraftKings
,
Data Science
,
Parlay
,
Machine Learning
,
User Engagement
, and
Sports Betting
创造者:
Radcliffe, Owen
,
Bhagavathula, Nagavagmi
,
Schuman, Eric
,
Albuquerque, Abigail
, and
Lavoie, Kristin
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
出版者:
Worcester Polytechnic Institute
创建日期:
2024-03-21
Resource Type:
Major Qualifying Project
An Examination of Share Buyback Program Execution
关键词:
Buyback
,
Machine Learning
,
Repurchase
,
Corporate Finance
,
LSTM
, and
RNN
创造者:
Chiocchio, Robert
Advisor:
Sturm, Stephan
,
Hansen, Peter H.
,
Blais, Marcel Y.
, and
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2024-03-21
Resource Type:
Major Qualifying Project
Exploring the Forward-Forward Algorithm
关键词:
Layer-wise Learning
,
Forward-Forward Algorithm
,
Neural Network Training
,
Goodness Score Maximization
,
MNIST Dataset Classification
, and
Gradient Descent Alternatives
创造者:
Leonard, Jared
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2023-12-14
Resource Type:
Major Qualifying Project
Using Autoencoder Feature Residuals to Improve Network Intrusion Detection
创造者:
Lewandowski, Brian
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2023-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
关键词:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
创造者:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems
关键词:
Iterative
,
Neural Network
,
Recurrent Neural Network
,
Machine Learning
,
Sparse
, and
Sparsity
创造者:
Hershey, Quincy
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
关键词:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
创造者:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
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Collections
Major Qualifying Projects
37
Masters Theses
15
PhD Dissertations
11
Interactive Qualifying Projects
1
Masters Reports
1
Year
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Current results range from
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2024
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创造者
Albuquerque, Abigail
1
Amadeo, Lily
1
Ardhaldjian, Ardavasd
1
Bahadur, Nitish
1
Barger, Maria
1
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创造者s
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Advisor
Agheli Hajiabadi, Mohammad Mahdi
2
Blais, Marcel Y.
2
Brown, Donald R.
6
Ching, Kenny
3
Eltabakh, Mohamed Y.
1
更多
Advisors
»
Contributor
Bidigare, Patrick
1
Brown, Donald R.
1
Chaiken, Seth
1
Eltabakh, Mohamed Y.
2
Fehribach, Joseph D.
1
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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
23
Data Science
6
Electrical & Computer Engineering
2
更多
Majors
»
Unit (Department)
Computer Science
2
Data Science
20
Mathematical Sciences
5
出版者
Worcester Polytechnic Institute
65
学科
Computing
8
Industry
3
Infrastructure
1
Innovation
5
Learning
2
更多
学科s
»
UN SDG
9 - Industry, Innovation and Infrastructure
2
Not Specified
2
资源类型
Major Qualifying Project
37
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
